id sid tid token lemma pos work_sgdejolmezfsfeseqbroy6peum 1 1 tai100bGO.eps tai100bgo.eps CD work_sgdejolmezfsfeseqbroy6peum 1 2 Memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 1 3 search search NN work_sgdejolmezfsfeseqbroy6peum 1 4 for for IN work_sgdejolmezfsfeseqbroy6peum 1 5 the the DT work_sgdejolmezfsfeseqbroy6peum 1 6 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 1 7 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 1 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 1 9 Una Una NNP work_sgdejolmezfsfeseqbroy6peum 1 10 Benlica Benlica NNP work_sgdejolmezfsfeseqbroy6peum 1 11 , , , work_sgdejolmezfsfeseqbroy6peum 1 12 Jin Jin NNP work_sgdejolmezfsfeseqbroy6peum 1 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 1 14 Kao Kao NNP work_sgdejolmezfsfeseqbroy6peum 1 15 Haob,∗ Haob,∗ NNP work_sgdejolmezfsfeseqbroy6peum 1 16 aCHORDS aCHORDS NNP work_sgdejolmezfsfeseqbroy6peum 1 17 , , , work_sgdejolmezfsfeseqbroy6peum 1 18 University University NNP work_sgdejolmezfsfeseqbroy6peum 1 19 of of IN work_sgdejolmezfsfeseqbroy6peum 1 20 Stirling Stirling NNP work_sgdejolmezfsfeseqbroy6peum 1 21 , , , work_sgdejolmezfsfeseqbroy6peum 1 22 Stirling Stirling NNP work_sgdejolmezfsfeseqbroy6peum 1 23 FK9 FK9 NNP work_sgdejolmezfsfeseqbroy6peum 1 24 4LA 4la CD work_sgdejolmezfsfeseqbroy6peum 1 25 , , , work_sgdejolmezfsfeseqbroy6peum 1 26 United United NNP work_sgdejolmezfsfeseqbroy6peum 1 27 Kingdom Kingdom NNP work_sgdejolmezfsfeseqbroy6peum 1 28 bLERIA bleria NN work_sgdejolmezfsfeseqbroy6peum 1 29 , , , work_sgdejolmezfsfeseqbroy6peum 1 30 Université Université NNP work_sgdejolmezfsfeseqbroy6peum 1 31 d’Angers d’Angers NNP work_sgdejolmezfsfeseqbroy6peum 1 32 , , , work_sgdejolmezfsfeseqbroy6peum 1 33 2 2 CD work_sgdejolmezfsfeseqbroy6peum 1 34 bd bd NNP work_sgdejolmezfsfeseqbroy6peum 1 35 Lavoisier Lavoisier NNP work_sgdejolmezfsfeseqbroy6peum 1 36 , , , work_sgdejolmezfsfeseqbroy6peum 1 37 49045 49045 CD work_sgdejolmezfsfeseqbroy6peum 1 38 Angers anger NNS work_sgdejolmezfsfeseqbroy6peum 1 39 , , , work_sgdejolmezfsfeseqbroy6peum 1 40 Cedex Cedex NNP work_sgdejolmezfsfeseqbroy6peum 1 41 01 01 CD work_sgdejolmezfsfeseqbroy6peum 1 42 , , , work_sgdejolmezfsfeseqbroy6peum 1 43 France France NNP work_sgdejolmezfsfeseqbroy6peum 1 44 Accepted Accepted NNP work_sgdejolmezfsfeseqbroy6peum 1 45 to to IN work_sgdejolmezfsfeseqbroy6peum 1 46 Expert Expert NNP work_sgdejolmezfsfeseqbroy6peum 1 47 Systems Systems NNP work_sgdejolmezfsfeseqbroy6peum 1 48 with with IN work_sgdejolmezfsfeseqbroy6peum 1 49 Applications Applications NNPS work_sgdejolmezfsfeseqbroy6peum 1 50 , , , work_sgdejolmezfsfeseqbroy6peum 1 51 12 12 CD work_sgdejolmezfsfeseqbroy6peum 1 52 August August NNP work_sgdejolmezfsfeseqbroy6peum 1 53 2014 2014 CD work_sgdejolmezfsfeseqbroy6peum 1 54 Abstract Abstract NNP work_sgdejolmezfsfeseqbroy6peum 1 55 The the DT work_sgdejolmezfsfeseqbroy6peum 1 56 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 1 57 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 1 58 problem problem NN work_sgdejolmezfsfeseqbroy6peum 1 59 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 1 60 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 1 61 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 1 62 is be VBZ work_sgdejolmezfsfeseqbroy6peum 1 63 one one CD work_sgdejolmezfsfeseqbroy6peum 1 64 of of IN work_sgdejolmezfsfeseqbroy6peum 1 65 the the DT work_sgdejolmezfsfeseqbroy6peum 1 66 most most RBS work_sgdejolmezfsfeseqbroy6peum 1 67 studied studied JJ work_sgdejolmezfsfeseqbroy6peum 1 68 NP- NP- NNP work_sgdejolmezfsfeseqbroy6peum 1 69 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 1 70 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 1 71 with with IN work_sgdejolmezfsfeseqbroy6peum 1 72 various various JJ work_sgdejolmezfsfeseqbroy6peum 1 73 practical practical JJ work_sgdejolmezfsfeseqbroy6peum 1 74 applications application NNS work_sgdejolmezfsfeseqbroy6peum 1 75 . . . work_sgdejolmezfsfeseqbroy6peum 2 1 In in IN work_sgdejolmezfsfeseqbroy6peum 2 2 this this DT work_sgdejolmezfsfeseqbroy6peum 2 3 work work NN work_sgdejolmezfsfeseqbroy6peum 2 4 , , , work_sgdejolmezfsfeseqbroy6peum 2 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 2 6 propose propose VBP work_sgdejolmezfsfeseqbroy6peum 2 7 a a DT work_sgdejolmezfsfeseqbroy6peum 2 8 powerful powerful JJ work_sgdejolmezfsfeseqbroy6peum 2 9 population population NN work_sgdejolmezfsfeseqbroy6peum 2 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 2 11 based base VBN work_sgdejolmezfsfeseqbroy6peum 2 12 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 2 13 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 2 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 2 15 called call VBN work_sgdejolmezfsfeseqbroy6peum 2 16 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 2 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 2 18 for for IN work_sgdejolmezfsfeseqbroy6peum 2 19 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 2 20 . . . work_sgdejolmezfsfeseqbroy6peum 3 1 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 3 2 in- in- JJ work_sgdejolmezfsfeseqbroy6peum 3 3 tegrates tegrate VBZ work_sgdejolmezfsfeseqbroy6peum 3 4 an an DT work_sgdejolmezfsfeseqbroy6peum 3 5 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 3 6 local local JJ work_sgdejolmezfsfeseqbroy6peum 3 7 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 3 8 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 3 9 called call VBN work_sgdejolmezfsfeseqbroy6peum 3 10 Breakout Breakout NNP work_sgdejolmezfsfeseqbroy6peum 3 11 Local Local NNP work_sgdejolmezfsfeseqbroy6peum 3 12 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 3 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 3 14 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 3 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 3 16 within within IN work_sgdejolmezfsfeseqbroy6peum 3 17 the the DT work_sgdejolmezfsfeseqbroy6peum 3 18 evolutionary evolutionary JJ work_sgdejolmezfsfeseqbroy6peum 3 19 computing computing NN work_sgdejolmezfsfeseqbroy6peum 3 20 framework framework NN work_sgdejolmezfsfeseqbroy6peum 3 21 which which WDT work_sgdejolmezfsfeseqbroy6peum 3 22 itself -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 3 23 is be VBZ work_sgdejolmezfsfeseqbroy6peum 3 24 based base VBN work_sgdejolmezfsfeseqbroy6peum 3 25 on on IN work_sgdejolmezfsfeseqbroy6peum 3 26 a a DT work_sgdejolmezfsfeseqbroy6peum 3 27 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 3 28 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 3 29 , , , work_sgdejolmezfsfeseqbroy6peum 3 30 a a DT work_sgdejolmezfsfeseqbroy6peum 3 31 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 3 32 - - HYPH work_sgdejolmezfsfeseqbroy6peum 3 33 based base VBN work_sgdejolmezfsfeseqbroy6peum 3 34 pool pool NN work_sgdejolmezfsfeseqbroy6peum 3 35 updating updating NN work_sgdejolmezfsfeseqbroy6peum 3 36 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 3 37 and and CC work_sgdejolmezfsfeseqbroy6peum 3 38 an an DT work_sgdejolmezfsfeseqbroy6peum 3 39 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 3 40 mu- mu- NN work_sgdejolmezfsfeseqbroy6peum 3 41 tation tation NN work_sgdejolmezfsfeseqbroy6peum 3 42 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 3 43 . . . work_sgdejolmezfsfeseqbroy6peum 4 1 Extensive extensive JJ work_sgdejolmezfsfeseqbroy6peum 4 2 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 4 3 studies study NNS work_sgdejolmezfsfeseqbroy6peum 4 4 on on IN work_sgdejolmezfsfeseqbroy6peum 4 5 the the DT work_sgdejolmezfsfeseqbroy6peum 4 6 set set NN work_sgdejolmezfsfeseqbroy6peum 4 7 of of IN work_sgdejolmezfsfeseqbroy6peum 4 8 135 135 CD work_sgdejolmezfsfeseqbroy6peum 4 9 well well RB work_sgdejolmezfsfeseqbroy6peum 4 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 4 11 known know VBN work_sgdejolmezfsfeseqbroy6peum 4 12 benchmark benchmark NN work_sgdejolmezfsfeseqbroy6peum 4 13 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 4 14 from from IN work_sgdejolmezfsfeseqbroy6peum 4 15 the the DT work_sgdejolmezfsfeseqbroy6peum 4 16 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 4 17 revealed reveal VBD work_sgdejolmezfsfeseqbroy6peum 4 18 that that IN work_sgdejolmezfsfeseqbroy6peum 4 19 the the DT work_sgdejolmezfsfeseqbroy6peum 4 20 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 4 21 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 4 22 is be VBZ work_sgdejolmezfsfeseqbroy6peum 4 23 able able JJ work_sgdejolmezfsfeseqbroy6peum 4 24 to to TO work_sgdejolmezfsfeseqbroy6peum 4 25 attain attain VB work_sgdejolmezfsfeseqbroy6peum 4 26 the the DT work_sgdejolmezfsfeseqbroy6peum 4 27 best well RBS work_sgdejolmezfsfeseqbroy6peum 4 28 - - HYPH work_sgdejolmezfsfeseqbroy6peum 4 29 known know VBN work_sgdejolmezfsfeseqbroy6peum 4 30 results result NNS work_sgdejolmezfsfeseqbroy6peum 4 31 for for IN work_sgdejolmezfsfeseqbroy6peum 4 32 133 133 CD work_sgdejolmezfsfeseqbroy6peum 4 33 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 4 34 and and CC work_sgdejolmezfsfeseqbroy6peum 4 35 thus thus RB work_sgdejolmezfsfeseqbroy6peum 4 36 competes compete VBZ work_sgdejolmezfsfeseqbroy6peum 4 37 very very RB work_sgdejolmezfsfeseqbroy6peum 4 38 favorably favorably RB work_sgdejolmezfsfeseqbroy6peum 4 39 with with IN work_sgdejolmezfsfeseqbroy6peum 4 40 the the DT work_sgdejolmezfsfeseqbroy6peum 4 41 current current JJ work_sgdejolmezfsfeseqbroy6peum 4 42 most most RBS work_sgdejolmezfsfeseqbroy6peum 4 43 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 4 44 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 4 45 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 4 46 . . . work_sgdejolmezfsfeseqbroy6peum 5 1 A a DT work_sgdejolmezfsfeseqbroy6peum 5 2 study study NN work_sgdejolmezfsfeseqbroy6peum 5 3 of of IN work_sgdejolmezfsfeseqbroy6peum 5 4 the the DT work_sgdejolmezfsfeseqbroy6peum 5 5 search search NN work_sgdejolmezfsfeseqbroy6peum 5 6 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 5 7 and and CC work_sgdejolmezfsfeseqbroy6peum 5 8 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 5 9 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 5 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 5 11 also also RB work_sgdejolmezfsfeseqbroy6peum 5 12 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 5 13 to to TO work_sgdejolmezfsfeseqbroy6peum 5 14 shed shed VB work_sgdejolmezfsfeseqbroy6peum 5 15 light light NN work_sgdejolmezfsfeseqbroy6peum 5 16 on on IN work_sgdejolmezfsfeseqbroy6peum 5 17 the the DT work_sgdejolmezfsfeseqbroy6peum 5 18 behavior behavior NN work_sgdejolmezfsfeseqbroy6peum 5 19 of of IN work_sgdejolmezfsfeseqbroy6peum 5 20 the the DT work_sgdejolmezfsfeseqbroy6peum 5 21 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 5 22 . . . work_sgdejolmezfsfeseqbroy6peum 6 1 Keywords keyword NNS work_sgdejolmezfsfeseqbroy6peum 6 2 : : : work_sgdejolmezfsfeseqbroy6peum 6 3 Memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 6 4 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 6 5 ; ; , work_sgdejolmezfsfeseqbroy6peum 6 6 local local JJ work_sgdejolmezfsfeseqbroy6peum 6 7 search search NN work_sgdejolmezfsfeseqbroy6peum 6 8 ; ; : work_sgdejolmezfsfeseqbroy6peum 6 9 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 6 10 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 6 11 ; ; , work_sgdejolmezfsfeseqbroy6peum 6 12 quadratic quadratic NNP work_sgdejolmezfsfeseqbroy6peum 6 13 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 6 14 ; ; : work_sgdejolmezfsfeseqbroy6peum 6 15 combinatorial combinatorial JJ work_sgdejolmezfsfeseqbroy6peum 6 16 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 6 17 . . . work_sgdejolmezfsfeseqbroy6peum 7 1 1 1 LS work_sgdejolmezfsfeseqbroy6peum 7 2 . . . work_sgdejolmezfsfeseqbroy6peum 8 1 Introduction introduction NN work_sgdejolmezfsfeseqbroy6peum 8 2 The the DT work_sgdejolmezfsfeseqbroy6peum 8 3 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 8 4 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 8 5 problem problem NN work_sgdejolmezfsfeseqbroy6peum 8 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 8 7 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 8 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 8 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 8 10 a a DT work_sgdejolmezfsfeseqbroy6peum 8 11 classic classic JJ work_sgdejolmezfsfeseqbroy6peum 8 12 NP NP NNP work_sgdejolmezfsfeseqbroy6peum 8 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 8 14 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 8 15 combinatorial combinatorial JJ work_sgdejolmezfsfeseqbroy6peum 8 16 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 8 17 problem problem NN work_sgdejolmezfsfeseqbroy6peum 8 18 with with IN work_sgdejolmezfsfeseqbroy6peum 8 19 a a DT work_sgdejolmezfsfeseqbroy6peum 8 20 number number NN work_sgdejolmezfsfeseqbroy6peum 8 21 of of IN work_sgdejolmezfsfeseqbroy6peum 8 22 applications application NNS work_sgdejolmezfsfeseqbroy6peum 8 23 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 8 24 Cheng Cheng NNP work_sgdejolmezfsfeseqbroy6peum 8 25 , , , work_sgdejolmezfsfeseqbroy6peum 8 26 Ho Ho NNP work_sgdejolmezfsfeseqbroy6peum 8 27 , , , work_sgdejolmezfsfeseqbroy6peum 8 28 & & CC work_sgdejolmezfsfeseqbroy6peum 8 29 Kwan Kwan NNP work_sgdejolmezfsfeseqbroy6peum 8 30 , , , work_sgdejolmezfsfeseqbroy6peum 8 31 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 8 32 ; ; : work_sgdejolmezfsfeseqbroy6peum 8 33 Garey Garey NNP work_sgdejolmezfsfeseqbroy6peum 8 34 & & CC work_sgdejolmezfsfeseqbroy6peum 8 35 Johnson Johnson NNP work_sgdejolmezfsfeseqbroy6peum 8 36 , , , work_sgdejolmezfsfeseqbroy6peum 8 37 1979 1979 CD work_sgdejolmezfsfeseqbroy6peum 8 38 ; ; : work_sgdejolmezfsfeseqbroy6peum 8 39 Li Li NNP work_sgdejolmezfsfeseqbroy6peum 8 40 , , , work_sgdejolmezfsfeseqbroy6peum 8 41 Xu Xu NNP work_sgdejolmezfsfeseqbroy6peum 8 42 , , , work_sgdejolmezfsfeseqbroy6peum 8 43 Jin Jin NNP work_sgdejolmezfsfeseqbroy6peum 8 44 , , , work_sgdejolmezfsfeseqbroy6peum 8 45 & & CC work_sgdejolmezfsfeseqbroy6peum 8 46 Wang Wang NNP work_sgdejolmezfsfeseqbroy6peum 8 47 , , , work_sgdejolmezfsfeseqbroy6peum 8 48 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 8 49 ; ; : work_sgdejolmezfsfeseqbroy6peum 8 50 Miao Miao NNP work_sgdejolmezfsfeseqbroy6peum 8 51 , , , work_sgdejolmezfsfeseqbroy6peum 8 52 Cai Cai NNP work_sgdejolmezfsfeseqbroy6peum 8 53 , , , work_sgdejolmezfsfeseqbroy6peum 8 54 & & CC work_sgdejolmezfsfeseqbroy6peum 8 55 Xu Xu NNP work_sgdejolmezfsfeseqbroy6peum 8 56 , , , work_sgdejolmezfsfeseqbroy6peum 8 57 2014 2014 CD work_sgdejolmezfsfeseqbroy6peum 8 58 ; ; : work_sgdejolmezfsfeseqbroy6peum 8 59 Nikolić Nikolić NNP work_sgdejolmezfsfeseqbroy6peum 8 60 & & CC work_sgdejolmezfsfeseqbroy6peum 8 61 Teodorović Teodorović NNP work_sgdejolmezfsfeseqbroy6peum 8 62 , , , work_sgdejolmezfsfeseqbroy6peum 8 63 2014 2014 CD work_sgdejolmezfsfeseqbroy6peum 8 64 ; ; : work_sgdejolmezfsfeseqbroy6peum 8 65 Pardalos Pardalos NNP work_sgdejolmezfsfeseqbroy6peum 8 66 , , , work_sgdejolmezfsfeseqbroy6peum 8 67 Rendl Rendl NNP work_sgdejolmezfsfeseqbroy6peum 8 68 , , , work_sgdejolmezfsfeseqbroy6peum 8 69 & & CC work_sgdejolmezfsfeseqbroy6peum 8 70 Wolkowicz Wolkowicz NNP work_sgdejolmezfsfeseqbroy6peum 8 71 , , , work_sgdejolmezfsfeseqbroy6peum 8 72 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 8 73 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 8 74 . . . work_sgdejolmezfsfeseqbroy6peum 9 1 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 9 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 9 3 to to TO work_sgdejolmezfsfeseqbroy6peum 9 4 determine determine VB work_sgdejolmezfsfeseqbroy6peum 9 5 a a DT work_sgdejolmezfsfeseqbroy6peum 9 6 minimal minimal JJ work_sgdejolmezfsfeseqbroy6peum 9 7 cost cost NN work_sgdejolmezfsfeseqbroy6peum 9 8 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 9 9 of of IN work_sgdejolmezfsfeseqbroy6peum 9 10 n n JJ work_sgdejolmezfsfeseqbroy6peum 9 11 facilities facility NNS work_sgdejolmezfsfeseqbroy6peum 9 12 to to IN work_sgdejolmezfsfeseqbroy6peum 9 13 n n NN work_sgdejolmezfsfeseqbroy6peum 9 14 locations location NNS work_sgdejolmezfsfeseqbroy6peum 9 15 , , , work_sgdejolmezfsfeseqbroy6peum 9 16 given give VBN work_sgdejolmezfsfeseqbroy6peum 9 17 a a DT work_sgdejolmezfsfeseqbroy6peum 9 18 flow flow NN work_sgdejolmezfsfeseqbroy6peum 9 19 aij aij NN work_sgdejolmezfsfeseqbroy6peum 9 20 from from IN work_sgdejolmezfsfeseqbroy6peum 9 21 facility facility NN work_sgdejolmezfsfeseqbroy6peum 9 22 i i PRP work_sgdejolmezfsfeseqbroy6peum 9 23 to to IN work_sgdejolmezfsfeseqbroy6peum 9 24 facility facility VB work_sgdejolmezfsfeseqbroy6peum 9 25 j j NNP work_sgdejolmezfsfeseqbroy6peum 9 26 for for IN work_sgdejolmezfsfeseqbroy6peum 9 27 all all DT work_sgdejolmezfsfeseqbroy6peum 9 28 i i PRP work_sgdejolmezfsfeseqbroy6peum 9 29 , , , work_sgdejolmezfsfeseqbroy6peum 9 30 j j NNP work_sgdejolmezfsfeseqbroy6peum 9 31 ∈ ∈ NNP work_sgdejolmezfsfeseqbroy6peum 9 32 { { -LRB- work_sgdejolmezfsfeseqbroy6peum 9 33 1 1 CD work_sgdejolmezfsfeseqbroy6peum 9 34 , , , work_sgdejolmezfsfeseqbroy6peum 9 35 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 9 36 , , , work_sgdejolmezfsfeseqbroy6peum 9 37 n n CC work_sgdejolmezfsfeseqbroy6peum 9 38 } } -RRB- work_sgdejolmezfsfeseqbroy6peum 9 39 and and CC work_sgdejolmezfsfeseqbroy6peum 9 40 a a DT work_sgdejolmezfsfeseqbroy6peum 9 41 distance distance NN work_sgdejolmezfsfeseqbroy6peum 9 42 bqp bqp NN work_sgdejolmezfsfeseqbroy6peum 9 43 between between IN work_sgdejolmezfsfeseqbroy6peum 9 44 locations locations NNPS work_sgdejolmezfsfeseqbroy6peum 9 45 q q NNP work_sgdejolmezfsfeseqbroy6peum 9 46 and and CC work_sgdejolmezfsfeseqbroy6peum 9 47 p p NNP work_sgdejolmezfsfeseqbroy6peum 9 48 for for IN work_sgdejolmezfsfeseqbroy6peum 9 49 all all DT work_sgdejolmezfsfeseqbroy6peum 9 50 q q NN work_sgdejolmezfsfeseqbroy6peum 9 51 , , , work_sgdejolmezfsfeseqbroy6peum 9 52 p p NNP work_sgdejolmezfsfeseqbroy6peum 9 53 ∈ ∈ JJ work_sgdejolmezfsfeseqbroy6peum 9 54 { { -LRB- work_sgdejolmezfsfeseqbroy6peum 9 55 1 1 CD work_sgdejolmezfsfeseqbroy6peum 9 56 , , , work_sgdejolmezfsfeseqbroy6peum 9 57 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 9 58 , , , work_sgdejolmezfsfeseqbroy6peum 9 59 n n IN work_sgdejolmezfsfeseqbroy6peum 9 60 } } -RRB- work_sgdejolmezfsfeseqbroy6peum 9 61 . . . work_sgdejolmezfsfeseqbroy6peum 10 1 Let let VB work_sgdejolmezfsfeseqbroy6peum 10 2 Π π PRP work_sgdejolmezfsfeseqbroy6peum 10 3 denote denote VB work_sgdejolmezfsfeseqbroy6peum 10 4 the the DT work_sgdejolmezfsfeseqbroy6peum 10 5 set set NN work_sgdejolmezfsfeseqbroy6peum 10 6 of of IN work_sgdejolmezfsfeseqbroy6peum 10 7 the the DT work_sgdejolmezfsfeseqbroy6peum 10 8 permutation permutation NN work_sgdejolmezfsfeseqbroy6peum 10 9 functions function NNS work_sgdejolmezfsfeseqbroy6peum 10 10 π π XX work_sgdejolmezfsfeseqbroy6peum 10 11 : : : work_sgdejolmezfsfeseqbroy6peum 10 12 { { -LRB- work_sgdejolmezfsfeseqbroy6peum 10 13 1 1 CD work_sgdejolmezfsfeseqbroy6peum 10 14 , , , work_sgdejolmezfsfeseqbroy6peum 10 15 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 10 16 , , , work_sgdejolmezfsfeseqbroy6peum 10 17 n n IN work_sgdejolmezfsfeseqbroy6peum 10 18 } } -RRB- work_sgdejolmezfsfeseqbroy6peum 10 19 → → NFP work_sgdejolmezfsfeseqbroy6peum 10 20 { { -LRB- work_sgdejolmezfsfeseqbroy6peum 10 21 1 1 CD work_sgdejolmezfsfeseqbroy6peum 10 22 , , , work_sgdejolmezfsfeseqbroy6peum 10 23 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 10 24 , , , work_sgdejolmezfsfeseqbroy6peum 10 25 n n IN work_sgdejolmezfsfeseqbroy6peum 10 26 } } -RRB- work_sgdejolmezfsfeseqbroy6peum 10 27 , , , work_sgdejolmezfsfeseqbroy6peum 10 28 then then RB work_sgdejolmezfsfeseqbroy6peum 10 29 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 10 30 can can MD work_sgdejolmezfsfeseqbroy6peum 10 31 mathematically mathematically RB work_sgdejolmezfsfeseqbroy6peum 10 32 be be VB work_sgdejolmezfsfeseqbroy6peum 10 33 formulated formulate VBN work_sgdejolmezfsfeseqbroy6peum 10 34 as as IN work_sgdejolmezfsfeseqbroy6peum 10 35 follows follow VBZ work_sgdejolmezfsfeseqbroy6peum 10 36 : : : work_sgdejolmezfsfeseqbroy6peum 10 37 minπ∈Πf(π minπ∈Πf(π NNP work_sgdejolmezfsfeseqbroy6peum 10 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 10 39 = = NFP work_sgdejolmezfsfeseqbroy6peum 10 40 n∑ n∑ VB work_sgdejolmezfsfeseqbroy6peum 10 41 i=1 i=1 NNP work_sgdejolmezfsfeseqbroy6peum 10 42 n∑ n∑ NNP work_sgdejolmezfsfeseqbroy6peum 10 43 j=1 j=1 NNP work_sgdejolmezfsfeseqbroy6peum 10 44 aijbπiπj aijbπiπj NNP work_sgdejolmezfsfeseqbroy6peum 10 45 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 10 46 1 1 CD work_sgdejolmezfsfeseqbroy6peum 10 47 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 10 48 ∗Corresponding ∗corresponde VBG work_sgdejolmezfsfeseqbroy6peum 10 49 author author NN work_sgdejolmezfsfeseqbroy6peum 10 50 . . . work_sgdejolmezfsfeseqbroy6peum 11 1 Email email NN work_sgdejolmezfsfeseqbroy6peum 11 2 addresses address NNS work_sgdejolmezfsfeseqbroy6peum 11 3 : : : work_sgdejolmezfsfeseqbroy6peum 11 4 ube@cs.stir.ac.uk ube@cs.stir.ac.uk NNP work_sgdejolmezfsfeseqbroy6peum 11 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 11 6 Una Una NNP work_sgdejolmezfsfeseqbroy6peum 11 7 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 11 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 11 9 , , , work_sgdejolmezfsfeseqbroy6peum 11 10 hao@info.univ-angers.fr hao@info.univ-angers.fr NN work_sgdejolmezfsfeseqbroy6peum 11 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 11 12 Jin Jin NNP work_sgdejolmezfsfeseqbroy6peum 11 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 11 14 Kao Kao NNP work_sgdejolmezfsfeseqbroy6peum 11 15 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 11 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 11 17 Preprint Preprint NNP work_sgdejolmezfsfeseqbroy6peum 11 18 submitted submit VBD work_sgdejolmezfsfeseqbroy6peum 11 19 to to IN work_sgdejolmezfsfeseqbroy6peum 11 20 Elsevier Elsevier NNP work_sgdejolmezfsfeseqbroy6peum 11 21 August August NNP work_sgdejolmezfsfeseqbroy6peum 11 22 13 13 CD work_sgdejolmezfsfeseqbroy6peum 11 23 , , , work_sgdejolmezfsfeseqbroy6peum 11 24 2014 2014 CD work_sgdejolmezfsfeseqbroy6peum 11 25 where where WRB work_sgdejolmezfsfeseqbroy6peum 11 26 a a NN work_sgdejolmezfsfeseqbroy6peum 11 27 and and CC work_sgdejolmezfsfeseqbroy6peum 11 28 b b NN work_sgdejolmezfsfeseqbroy6peum 11 29 are be VBP work_sgdejolmezfsfeseqbroy6peum 11 30 the the DT work_sgdejolmezfsfeseqbroy6peum 11 31 flow flow NN work_sgdejolmezfsfeseqbroy6peum 11 32 and and CC work_sgdejolmezfsfeseqbroy6peum 11 33 distance distance NN work_sgdejolmezfsfeseqbroy6peum 11 34 matrices matrix NNS work_sgdejolmezfsfeseqbroy6peum 11 35 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 11 36 , , , work_sgdejolmezfsfeseqbroy6peum 11 37 and and CC work_sgdejolmezfsfeseqbroy6peum 11 38 π π LS work_sgdejolmezfsfeseqbroy6peum 11 39 ∈ ∈ NNP work_sgdejolmezfsfeseqbroy6peum 11 40 Π Π NNP work_sgdejolmezfsfeseqbroy6peum 11 41 is be VBZ work_sgdejolmezfsfeseqbroy6peum 11 42 a a DT work_sgdejolmezfsfeseqbroy6peum 11 43 solution solution NN work_sgdejolmezfsfeseqbroy6peum 11 44 where where WRB work_sgdejolmezfsfeseqbroy6peum 11 45 πi πi PRP work_sgdejolmezfsfeseqbroy6peum 11 46 represents represent VBZ work_sgdejolmezfsfeseqbroy6peum 11 47 the the DT work_sgdejolmezfsfeseqbroy6peum 11 48 location location NN work_sgdejolmezfsfeseqbroy6peum 11 49 chosen choose VBN work_sgdejolmezfsfeseqbroy6peum 11 50 for for IN work_sgdejolmezfsfeseqbroy6peum 11 51 facility facility NN work_sgdejolmezfsfeseqbroy6peum 11 52 i. i. NNP work_sgdejolmezfsfeseqbroy6peum 12 1 The the DT work_sgdejolmezfsfeseqbroy6peum 12 2 problem problem NN work_sgdejolmezfsfeseqbroy6peum 12 3 objective objective NN work_sgdejolmezfsfeseqbroy6peum 12 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 12 5 then then RB work_sgdejolmezfsfeseqbroy6peum 12 6 to to TO work_sgdejolmezfsfeseqbroy6peum 12 7 find find VB work_sgdejolmezfsfeseqbroy6peum 12 8 a a DT work_sgdejolmezfsfeseqbroy6peum 12 9 permutation permutation NN work_sgdejolmezfsfeseqbroy6peum 12 10 π∗ π∗ VBZ work_sgdejolmezfsfeseqbroy6peum 12 11 in in IN work_sgdejolmezfsfeseqbroy6peum 12 12 Π π NN work_sgdejolmezfsfeseqbroy6peum 12 13 that that WDT work_sgdejolmezfsfeseqbroy6peum 12 14 minimizes minimize VBZ work_sgdejolmezfsfeseqbroy6peum 12 15 the the DT work_sgdejolmezfsfeseqbroy6peum 12 16 sum sum NN work_sgdejolmezfsfeseqbroy6peum 12 17 of of IN work_sgdejolmezfsfeseqbroy6peum 12 18 the the DT work_sgdejolmezfsfeseqbroy6peum 12 19 products product NNS work_sgdejolmezfsfeseqbroy6peum 12 20 of of IN work_sgdejolmezfsfeseqbroy6peum 12 21 the the DT work_sgdejolmezfsfeseqbroy6peum 12 22 flow flow NN work_sgdejolmezfsfeseqbroy6peum 12 23 and and CC work_sgdejolmezfsfeseqbroy6peum 12 24 distance distance NN work_sgdejolmezfsfeseqbroy6peum 12 25 matrices matrix NNS work_sgdejolmezfsfeseqbroy6peum 12 26 , , , work_sgdejolmezfsfeseqbroy6peum 12 27 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 12 28 , , , work_sgdejolmezfsfeseqbroy6peum 12 29 f(π∗ f(π∗ NNP work_sgdejolmezfsfeseqbroy6peum 12 30 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 12 31 ≤ ≤ JJ work_sgdejolmezfsfeseqbroy6peum 12 32 f(π f(π NNP work_sgdejolmezfsfeseqbroy6peum 12 33 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 12 34 , , , work_sgdejolmezfsfeseqbroy6peum 12 35 ∀π ∀π NNP work_sgdejolmezfsfeseqbroy6peum 12 36 ∈ ∈ NN work_sgdejolmezfsfeseqbroy6peum 12 37 Π. π. NN work_sgdejolmezfsfeseqbroy6peum 13 1 Besides besides IN work_sgdejolmezfsfeseqbroy6peum 13 2 the the DT work_sgdejolmezfsfeseqbroy6peum 13 3 facility facility NN work_sgdejolmezfsfeseqbroy6peum 13 4 location location NN work_sgdejolmezfsfeseqbroy6peum 13 5 problem problem NN work_sgdejolmezfsfeseqbroy6peum 13 6 , , , work_sgdejolmezfsfeseqbroy6peum 13 7 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 13 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 13 9 notable notable JJ work_sgdejolmezfsfeseqbroy6peum 13 10 for for IN work_sgdejolmezfsfeseqbroy6peum 13 11 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 13 12 ability ability NN work_sgdejolmezfsfeseqbroy6peum 13 13 to to TO work_sgdejolmezfsfeseqbroy6peum 13 14 for- for- XX work_sgdejolmezfsfeseqbroy6peum 13 15 mulate mulate VB work_sgdejolmezfsfeseqbroy6peum 13 16 a a DT work_sgdejolmezfsfeseqbroy6peum 13 17 number number NN work_sgdejolmezfsfeseqbroy6peum 13 18 of of IN work_sgdejolmezfsfeseqbroy6peum 13 19 other other JJ work_sgdejolmezfsfeseqbroy6peum 13 20 practical practical JJ work_sgdejolmezfsfeseqbroy6peum 13 21 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 13 22 such such JJ work_sgdejolmezfsfeseqbroy6peum 13 23 as as IN work_sgdejolmezfsfeseqbroy6peum 13 24 backboard backboard NN work_sgdejolmezfsfeseqbroy6peum 13 25 wiring wiring NN work_sgdejolmezfsfeseqbroy6peum 13 26 in in IN work_sgdejolmezfsfeseqbroy6peum 13 27 elec- elec- NNP work_sgdejolmezfsfeseqbroy6peum 13 28 tronics tronics NNP work_sgdejolmezfsfeseqbroy6peum 13 29 , , , work_sgdejolmezfsfeseqbroy6peum 13 30 design design NN work_sgdejolmezfsfeseqbroy6peum 13 31 of of IN work_sgdejolmezfsfeseqbroy6peum 13 32 typewriter typewriter NN work_sgdejolmezfsfeseqbroy6peum 13 33 keyboards keyboard NNS work_sgdejolmezfsfeseqbroy6peum 13 34 , , , work_sgdejolmezfsfeseqbroy6peum 13 35 campus campus NN work_sgdejolmezfsfeseqbroy6peum 13 36 planning planning NN work_sgdejolmezfsfeseqbroy6peum 13 37 , , , work_sgdejolmezfsfeseqbroy6peum 13 38 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 13 39 of of IN work_sgdejolmezfsfeseqbroy6peum 13 40 chemical chemical NN work_sgdejolmezfsfeseqbroy6peum 13 41 reactions reaction NNS work_sgdejolmezfsfeseqbroy6peum 13 42 for for IN work_sgdejolmezfsfeseqbroy6peum 13 43 organic organic JJ work_sgdejolmezfsfeseqbroy6peum 13 44 compounds compound NNS work_sgdejolmezfsfeseqbroy6peum 13 45 , , , work_sgdejolmezfsfeseqbroy6peum 13 46 balancing balance VBG work_sgdejolmezfsfeseqbroy6peum 13 47 turbine turbine NN work_sgdejolmezfsfeseqbroy6peum 13 48 runners runner NNS work_sgdejolmezfsfeseqbroy6peum 13 49 , , , work_sgdejolmezfsfeseqbroy6peum 13 50 and and CC work_sgdejolmezfsfeseqbroy6peum 13 51 many many JJ work_sgdejolmezfsfeseqbroy6peum 13 52 others other NNS work_sgdejolmezfsfeseqbroy6peum 13 53 . . . work_sgdejolmezfsfeseqbroy6peum 14 1 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 14 2 can can MD work_sgdejolmezfsfeseqbroy6peum 14 3 equally equally RB work_sgdejolmezfsfeseqbroy6peum 14 4 formulate formulate VB work_sgdejolmezfsfeseqbroy6peum 14 5 some some DT work_sgdejolmezfsfeseqbroy6peum 14 6 classic classic JJ work_sgdejolmezfsfeseqbroy6peum 14 7 combinatorial combinatorial JJ work_sgdejolmezfsfeseqbroy6peum 14 8 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 14 9 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 14 10 such such JJ work_sgdejolmezfsfeseqbroy6peum 14 11 as as IN work_sgdejolmezfsfeseqbroy6peum 14 12 the the DT work_sgdejolmezfsfeseqbroy6peum 14 13 traveling travel VBG work_sgdejolmezfsfeseqbroy6peum 14 14 salesman salesman NN work_sgdejolmezfsfeseqbroy6peum 14 15 , , , work_sgdejolmezfsfeseqbroy6peum 14 16 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 14 17 clique clique NN work_sgdejolmezfsfeseqbroy6peum 14 18 and and CC work_sgdejolmezfsfeseqbroy6peum 14 19 graph graph NN work_sgdejolmezfsfeseqbroy6peum 14 20 partitioning partition VBG work_sgdejolmezfsfeseqbroy6peum 14 21 prob- prob- JJ work_sgdejolmezfsfeseqbroy6peum 14 22 lems lem NNS work_sgdejolmezfsfeseqbroy6peum 14 23 . . . work_sgdejolmezfsfeseqbroy6peum 15 1 Reviews review NNS work_sgdejolmezfsfeseqbroy6peum 15 2 on on IN work_sgdejolmezfsfeseqbroy6peum 15 3 some some DT work_sgdejolmezfsfeseqbroy6peum 15 4 significant significant JJ work_sgdejolmezfsfeseqbroy6peum 15 5 applications application NNS work_sgdejolmezfsfeseqbroy6peum 15 6 of of IN work_sgdejolmezfsfeseqbroy6peum 15 7 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 15 8 can can MD work_sgdejolmezfsfeseqbroy6peum 15 9 be be VB work_sgdejolmezfsfeseqbroy6peum 15 10 found find VBN work_sgdejolmezfsfeseqbroy6peum 15 11 in in IN work_sgdejolmezfsfeseqbroy6peum 15 12 Burkard Burkard NNP work_sgdejolmezfsfeseqbroy6peum 15 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 15 14 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 15 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 15 16 ; ; : work_sgdejolmezfsfeseqbroy6peum 15 17 Duman Duman NNP work_sgdejolmezfsfeseqbroy6peum 15 18 & & CC work_sgdejolmezfsfeseqbroy6peum 15 19 Or Or NNP work_sgdejolmezfsfeseqbroy6peum 15 20 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 15 21 2007 2007 CD work_sgdejolmezfsfeseqbroy6peum 15 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 15 23 and and CC work_sgdejolmezfsfeseqbroy6peum 15 24 Pardalos Pardalos NNP work_sgdejolmezfsfeseqbroy6peum 15 25 , , , work_sgdejolmezfsfeseqbroy6peum 15 26 Rendl Rendl NNP work_sgdejolmezfsfeseqbroy6peum 15 27 , , , work_sgdejolmezfsfeseqbroy6peum 15 28 & & CC work_sgdejolmezfsfeseqbroy6peum 15 29 Wolkowicz Wolkowicz NNP work_sgdejolmezfsfeseqbroy6peum 15 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 15 31 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 15 32 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 15 33 , , , work_sgdejolmezfsfeseqbroy6peum 15 34 while while IN work_sgdejolmezfsfeseqbroy6peum 15 35 many many JJ work_sgdejolmezfsfeseqbroy6peum 15 36 solution solution NN work_sgdejolmezfsfeseqbroy6peum 15 37 methods method NNS work_sgdejolmezfsfeseqbroy6peum 15 38 are be VBP work_sgdejolmezfsfeseqbroy6peum 15 39 reviewed review VBN work_sgdejolmezfsfeseqbroy6peum 15 40 in in IN work_sgdejolmezfsfeseqbroy6peum 15 41 Anstreicher Anstreicher NNP work_sgdejolmezfsfeseqbroy6peum 15 42 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 15 43 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 15 44 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 15 45 . . . work_sgdejolmezfsfeseqbroy6peum 16 1 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 16 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 16 3 among among IN work_sgdejolmezfsfeseqbroy6peum 16 4 the the DT work_sgdejolmezfsfeseqbroy6peum 16 5 most most RBS work_sgdejolmezfsfeseqbroy6peum 16 6 studied studied JJ work_sgdejolmezfsfeseqbroy6peum 16 7 and and CC work_sgdejolmezfsfeseqbroy6peum 16 8 the the DT work_sgdejolmezfsfeseqbroy6peum 16 9 hardest hard JJS work_sgdejolmezfsfeseqbroy6peum 16 10 combinatorial combinatorial JJ work_sgdejolmezfsfeseqbroy6peum 16 11 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 16 12 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 16 13 . . . work_sgdejolmezfsfeseqbroy6peum 17 1 In in IN work_sgdejolmezfsfeseqbroy6peum 17 2 fact fact NN work_sgdejolmezfsfeseqbroy6peum 17 3 , , , work_sgdejolmezfsfeseqbroy6peum 17 4 from from IN work_sgdejolmezfsfeseqbroy6peum 17 5 a a DT work_sgdejolmezfsfeseqbroy6peum 17 6 theoretical theoretical JJ work_sgdejolmezfsfeseqbroy6peum 17 7 point point NN work_sgdejolmezfsfeseqbroy6peum 17 8 of of IN work_sgdejolmezfsfeseqbroy6peum 17 9 view view NN work_sgdejolmezfsfeseqbroy6peum 17 10 , , , work_sgdejolmezfsfeseqbroy6peum 17 11 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 17 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 17 13 NP NP NNP work_sgdejolmezfsfeseqbroy6peum 17 14 - - HYPH work_sgdejolmezfsfeseqbroy6peum 17 15 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 17 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 17 17 Garey Garey NNP work_sgdejolmezfsfeseqbroy6peum 17 18 & & CC work_sgdejolmezfsfeseqbroy6peum 17 19 Johnson Johnson NNP work_sgdejolmezfsfeseqbroy6peum 17 20 , , , work_sgdejolmezfsfeseqbroy6peum 17 21 1979 1979 CD work_sgdejolmezfsfeseqbroy6peum 17 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 17 23 . . . work_sgdejolmezfsfeseqbroy6peum 18 1 Consequently consequently RB work_sgdejolmezfsfeseqbroy6peum 18 2 , , , work_sgdejolmezfsfeseqbroy6peum 18 3 no no DT work_sgdejolmezfsfeseqbroy6peum 18 4 exact exact JJ work_sgdejolmezfsfeseqbroy6peum 18 5 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 18 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 18 7 expected expect VBN work_sgdejolmezfsfeseqbroy6peum 18 8 to to TO work_sgdejolmezfsfeseqbroy6peum 18 9 solve solve VB work_sgdejolmezfsfeseqbroy6peum 18 10 the the DT work_sgdejolmezfsfeseqbroy6peum 18 11 problem problem NN work_sgdejolmezfsfeseqbroy6peum 18 12 in in IN work_sgdejolmezfsfeseqbroy6peum 18 13 a a DT work_sgdejolmezfsfeseqbroy6peum 18 14 polynomial polynomial JJ work_sgdejolmezfsfeseqbroy6peum 18 15 time time NN work_sgdejolmezfsfeseqbroy6peum 18 16 and and CC work_sgdejolmezfsfeseqbroy6peum 18 17 even even RB work_sgdejolmezfsfeseqbroy6peum 18 18 small small JJ work_sgdejolmezfsfeseqbroy6peum 18 19 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 18 20 may may MD work_sgdejolmezfsfeseqbroy6peum 18 21 require require VB work_sgdejolmezfsfeseqbroy6peum 18 22 considerable considerable JJ work_sgdejolmezfsfeseqbroy6peum 18 23 computation computation NN work_sgdejolmezfsfeseqbroy6peum 18 24 time time NN work_sgdejolmezfsfeseqbroy6peum 18 25 . . . work_sgdejolmezfsfeseqbroy6peum 19 1 This this DT work_sgdejolmezfsfeseqbroy6peum 19 2 hardness hardness NN work_sgdejolmezfsfeseqbroy6peum 19 3 is be VBZ work_sgdejolmezfsfeseqbroy6peum 19 4 confirmed confirm VBN work_sgdejolmezfsfeseqbroy6peum 19 5 in in IN work_sgdejolmezfsfeseqbroy6peum 19 6 practice practice NN work_sgdejolmezfsfeseqbroy6peum 19 7 since since IN work_sgdejolmezfsfeseqbroy6peum 19 8 the the DT work_sgdejolmezfsfeseqbroy6peum 19 9 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 19 10 ex- ex- XX work_sgdejolmezfsfeseqbroy6peum 19 11 act act NN work_sgdejolmezfsfeseqbroy6peum 19 12 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 19 13 can can MD work_sgdejolmezfsfeseqbroy6peum 19 14 solve solve VB work_sgdejolmezfsfeseqbroy6peum 19 15 to to IN work_sgdejolmezfsfeseqbroy6peum 19 16 optimality optimality NN work_sgdejolmezfsfeseqbroy6peum 19 17 only only RB work_sgdejolmezfsfeseqbroy6peum 19 18 small small JJ work_sgdejolmezfsfeseqbroy6peum 19 19 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 19 20 from from IN work_sgdejolmezfsfeseqbroy6peum 19 21 the the DT work_sgdejolmezfsfeseqbroy6peum 19 22 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 19 23 bench- bench- NN work_sgdejolmezfsfeseqbroy6peum 19 24 mark mark NN work_sgdejolmezfsfeseqbroy6peum 19 25 library library NN work_sgdejolmezfsfeseqbroy6peum 19 26 with with IN work_sgdejolmezfsfeseqbroy6peum 19 27 up up IN work_sgdejolmezfsfeseqbroy6peum 19 28 to to TO work_sgdejolmezfsfeseqbroy6peum 19 29 36 36 CD work_sgdejolmezfsfeseqbroy6peum 19 30 locations location NNS work_sgdejolmezfsfeseqbroy6peum 19 31 . . . work_sgdejolmezfsfeseqbroy6peum 20 1 Even even RB work_sgdejolmezfsfeseqbroy6peum 20 2 approximation approximation NN work_sgdejolmezfsfeseqbroy6peum 20 3 of of IN work_sgdejolmezfsfeseqbroy6peum 20 4 the the DT work_sgdejolmezfsfeseqbroy6peum 20 5 problem problem NN work_sgdejolmezfsfeseqbroy6peum 20 6 with with IN work_sgdejolmezfsfeseqbroy6peum 20 7 a a DT work_sgdejolmezfsfeseqbroy6peum 20 8 guaranteed guarantee VBN work_sgdejolmezfsfeseqbroy6peum 20 9 performance performance NN work_sgdejolmezfsfeseqbroy6peum 20 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 20 11 known know VBN work_sgdejolmezfsfeseqbroy6peum 20 12 to to TO work_sgdejolmezfsfeseqbroy6peum 20 13 be be VB work_sgdejolmezfsfeseqbroy6peum 20 14 very very RB work_sgdejolmezfsfeseqbroy6peum 20 15 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 20 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 20 17 Hassin Hassin NNP work_sgdejolmezfsfeseqbroy6peum 20 18 , , , work_sgdejolmezfsfeseqbroy6peum 20 19 Levin Levin NNP work_sgdejolmezfsfeseqbroy6peum 20 20 , , , work_sgdejolmezfsfeseqbroy6peum 20 21 & & CC work_sgdejolmezfsfeseqbroy6peum 20 22 Sviridenko Sviridenko NNP work_sgdejolmezfsfeseqbroy6peum 20 23 , , , work_sgdejolmezfsfeseqbroy6peum 20 24 2009 2009 CD work_sgdejolmezfsfeseqbroy6peum 20 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 20 26 . . . work_sgdejolmezfsfeseqbroy6peum 21 1 For for IN work_sgdejolmezfsfeseqbroy6peum 21 2 these these DT work_sgdejolmezfsfeseqbroy6peum 21 3 reasons reason NNS work_sgdejolmezfsfeseqbroy6peum 21 4 , , , work_sgdejolmezfsfeseqbroy6peum 21 5 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 21 6 and and CC work_sgdejolmezfsfeseqbroy6peum 21 7 metaheuristic metaheuristic JJ work_sgdejolmezfsfeseqbroy6peum 21 8 methods method NNS work_sgdejolmezfsfeseqbroy6peum 21 9 constitute constitute VBP work_sgdejolmezfsfeseqbroy6peum 21 10 a a DT work_sgdejolmezfsfeseqbroy6peum 21 11 nat- nat- JJ work_sgdejolmezfsfeseqbroy6peum 21 12 ural ural JJ work_sgdejolmezfsfeseqbroy6peum 21 13 and and CC work_sgdejolmezfsfeseqbroy6peum 21 14 useful useful JJ work_sgdejolmezfsfeseqbroy6peum 21 15 approach approach NN work_sgdejolmezfsfeseqbroy6peum 21 16 for for IN work_sgdejolmezfsfeseqbroy6peum 21 17 tackling tackle VBG work_sgdejolmezfsfeseqbroy6peum 21 18 this this DT work_sgdejolmezfsfeseqbroy6peum 21 19 problem problem NN work_sgdejolmezfsfeseqbroy6peum 21 20 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 21 21 Blum Blum NNP work_sgdejolmezfsfeseqbroy6peum 21 22 , , , work_sgdejolmezfsfeseqbroy6peum 21 23 Puchinger Puchinger NNP work_sgdejolmezfsfeseqbroy6peum 21 24 , , , work_sgdejolmezfsfeseqbroy6peum 21 25 Raidl Raidl NNP work_sgdejolmezfsfeseqbroy6peum 21 26 , , , work_sgdejolmezfsfeseqbroy6peum 21 27 & & CC work_sgdejolmezfsfeseqbroy6peum 21 28 Roli Roli NNP work_sgdejolmezfsfeseqbroy6peum 21 29 , , , work_sgdejolmezfsfeseqbroy6peum 21 30 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 21 31 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 21 32 . . . work_sgdejolmezfsfeseqbroy6peum 22 1 Such such JJ work_sgdejolmezfsfeseqbroy6peum 22 2 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 22 3 aim aim VBP work_sgdejolmezfsfeseqbroy6peum 22 4 to to TO work_sgdejolmezfsfeseqbroy6peum 22 5 provide provide VB work_sgdejolmezfsfeseqbroy6peum 22 6 satisfactory satisfactory JJ work_sgdejolmezfsfeseqbroy6peum 22 7 sub sub NN work_sgdejolmezfsfeseqbroy6peum 22 8 - - JJ work_sgdejolmezfsfeseqbroy6peum 22 9 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 22 10 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 22 11 in in IN work_sgdejolmezfsfeseqbroy6peum 22 12 acceptable acceptable JJ work_sgdejolmezfsfeseqbroy6peum 22 13 computing computing NN work_sgdejolmezfsfeseqbroy6peum 22 14 time time NN work_sgdejolmezfsfeseqbroy6peum 22 15 , , , work_sgdejolmezfsfeseqbroy6peum 22 16 but but CC work_sgdejolmezfsfeseqbroy6peum 22 17 with with IN work_sgdejolmezfsfeseqbroy6peum 22 18 no no DT work_sgdejolmezfsfeseqbroy6peum 22 19 theoretically theoretically RB work_sgdejolmezfsfeseqbroy6peum 22 20 provable provable JJ work_sgdejolmezfsfeseqbroy6peum 22 21 guarantee guarantee NN work_sgdejolmezfsfeseqbroy6peum 22 22 that that IN work_sgdejolmezfsfeseqbroy6peum 22 23 the the DT work_sgdejolmezfsfeseqbroy6peum 22 24 attained attain VBN work_sgdejolmezfsfeseqbroy6peum 22 25 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 22 26 are be VBP work_sgdejolmezfsfeseqbroy6peum 22 27 the the DT work_sgdejolmezfsfeseqbroy6peum 22 28 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 22 29 ones one NNS work_sgdejolmezfsfeseqbroy6peum 22 30 . . . work_sgdejolmezfsfeseqbroy6peum 23 1 Performance performance NN work_sgdejolmezfsfeseqbroy6peum 23 2 of of IN work_sgdejolmezfsfeseqbroy6peum 23 3 these these DT work_sgdejolmezfsfeseqbroy6peum 23 4 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 23 5 al- al- NN work_sgdejolmezfsfeseqbroy6peum 23 6 gorithms gorithms NNP work_sgdejolmezfsfeseqbroy6peum 23 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 23 8 typically typically RB work_sgdejolmezfsfeseqbroy6peum 23 9 assessed assess VBN work_sgdejolmezfsfeseqbroy6peum 23 10 using use VBG work_sgdejolmezfsfeseqbroy6peum 23 11 a a DT work_sgdejolmezfsfeseqbroy6peum 23 12 set set NN work_sgdejolmezfsfeseqbroy6peum 23 13 of of IN work_sgdejolmezfsfeseqbroy6peum 23 14 benchmark benchmark JJ work_sgdejolmezfsfeseqbroy6peum 23 15 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 23 16 . . . work_sgdejolmezfsfeseqbroy6peum 24 1 Among among IN work_sgdejolmezfsfeseqbroy6peum 24 2 the the DT work_sgdejolmezfsfeseqbroy6peum 24 3 numerous numerous JJ work_sgdejolmezfsfeseqbroy6peum 24 4 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 24 5 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 24 6 reported report VBD work_sgdejolmezfsfeseqbroy6peum 24 7 for for IN work_sgdejolmezfsfeseqbroy6peum 24 8 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 24 9 in in IN work_sgdejolmezfsfeseqbroy6peum 24 10 the the DT work_sgdejolmezfsfeseqbroy6peum 24 11 literature literature NN work_sgdejolmezfsfeseqbroy6peum 24 12 , , , work_sgdejolmezfsfeseqbroy6peum 24 13 local local JJ work_sgdejolmezfsfeseqbroy6peum 24 14 search search NN work_sgdejolmezfsfeseqbroy6peum 24 15 methods method NNS work_sgdejolmezfsfeseqbroy6peum 24 16 are be VBP work_sgdejolmezfsfeseqbroy6peum 24 17 very very RB work_sgdejolmezfsfeseqbroy6peum 24 18 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 24 19 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 24 20 , , , work_sgdejolmezfsfeseqbroy6peum 24 21 including include VBG work_sgdejolmezfsfeseqbroy6peum 24 22 simulated simulate VBN work_sgdejolmezfsfeseqbroy6peum 24 23 annealing annealing NN work_sgdejolmezfsfeseqbroy6peum 24 24 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 24 25 Wilhelm Wilhelm NNP work_sgdejolmezfsfeseqbroy6peum 24 26 & & CC work_sgdejolmezfsfeseqbroy6peum 24 27 Ward Ward NNP work_sgdejolmezfsfeseqbroy6peum 24 28 , , , work_sgdejolmezfsfeseqbroy6peum 24 29 1987 1987 CD work_sgdejolmezfsfeseqbroy6peum 24 30 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 24 31 , , , work_sgdejolmezfsfeseqbroy6peum 24 32 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 24 33 search search NN work_sgdejolmezfsfeseqbroy6peum 24 34 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 24 35 Battiti Battiti NNP work_sgdejolmezfsfeseqbroy6peum 24 36 & & CC work_sgdejolmezfsfeseqbroy6peum 24 37 Tecchiolli Tecchiolli NNP work_sgdejolmezfsfeseqbroy6peum 24 38 , , , work_sgdejolmezfsfeseqbroy6peum 24 39 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 24 40 ; ; : work_sgdejolmezfsfeseqbroy6peum 24 41 James James NNP work_sgdejolmezfsfeseqbroy6peum 24 42 , , , work_sgdejolmezfsfeseqbroy6peum 24 43 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 24 44 , , , work_sgdejolmezfsfeseqbroy6peum 24 45 & & CC work_sgdejolmezfsfeseqbroy6peum 24 46 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 24 47 , , , work_sgdejolmezfsfeseqbroy6peum 24 48 2009a 2009a NNS work_sgdejolmezfsfeseqbroy6peum 24 49 , , , work_sgdejolmezfsfeseqbroy6peum 24 50 b b NN work_sgdejolmezfsfeseqbroy6peum 24 51 ; ; : work_sgdejolmezfsfeseqbroy6peum 24 52 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 24 53 & & CC work_sgdejolmezfsfeseqbroy6peum 24 54 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 24 55 , , , work_sgdejolmezfsfeseqbroy6peum 24 56 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 24 57 ; ; : work_sgdejolmezfsfeseqbroy6peum 24 58 Skorin Skorin NNP work_sgdejolmezfsfeseqbroy6peum 24 59 - - HYPH work_sgdejolmezfsfeseqbroy6peum 24 60 Kapov Kapov NNP work_sgdejolmezfsfeseqbroy6peum 24 61 , , , work_sgdejolmezfsfeseqbroy6peum 24 62 1990 1990 CD work_sgdejolmezfsfeseqbroy6peum 24 63 ; ; : work_sgdejolmezfsfeseqbroy6peum 24 64 Taillard Taillard NNP work_sgdejolmezfsfeseqbroy6peum 24 65 , , , work_sgdejolmezfsfeseqbroy6peum 24 66 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 24 67 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 24 68 , , , work_sgdejolmezfsfeseqbroy6peum 24 69 and and CC work_sgdejolmezfsfeseqbroy6peum 24 70 iterated iterate VBD work_sgdejolmezfsfeseqbroy6peum 24 71 local local JJ work_sgdejolmezfsfeseqbroy6peum 24 72 search search NN work_sgdejolmezfsfeseqbroy6peum 24 73 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 24 74 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 24 75 & & CC work_sgdejolmezfsfeseqbroy6peum 24 76 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 24 77 , , , work_sgdejolmezfsfeseqbroy6peum 24 78 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 24 79 ; ; : work_sgdejolmezfsfeseqbroy6peum 24 80 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 24 81 , , , work_sgdejolmezfsfeseqbroy6peum 24 82 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 24 83 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 24 84 . . . work_sgdejolmezfsfeseqbroy6peum 25 1 Population population NN work_sgdejolmezfsfeseqbroy6peum 25 2 - - HYPH work_sgdejolmezfsfeseqbroy6peum 25 3 based base VBN work_sgdejolmezfsfeseqbroy6peum 25 4 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 25 5 constitute constitute VBP work_sgdejolmezfsfeseqbroy6peum 25 6 another another DT work_sgdejolmezfsfeseqbroy6peum 25 7 class class NN work_sgdejolmezfsfeseqbroy6peum 25 8 of of IN work_sgdejolmezfsfeseqbroy6peum 25 9 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 25 10 tools tool NNS work_sgdejolmezfsfeseqbroy6peum 25 11 for for IN work_sgdejolmezfsfeseqbroy6peum 25 12 finding find VBG work_sgdejolmezfsfeseqbroy6peum 25 13 high high JJ work_sgdejolmezfsfeseqbroy6peum 25 14 quality quality NN work_sgdejolmezfsfeseqbroy6peum 25 15 near near IN work_sgdejolmezfsfeseqbroy6peum 25 16 - - HYPH work_sgdejolmezfsfeseqbroy6peum 25 17 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 25 18 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 25 19 for for IN work_sgdejolmezfsfeseqbroy6peum 25 20 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 25 21 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 25 22 Ahuja Ahuja NNP work_sgdejolmezfsfeseqbroy6peum 25 23 , , , work_sgdejolmezfsfeseqbroy6peum 25 24 Orlin Orlin NNP work_sgdejolmezfsfeseqbroy6peum 25 25 , , , work_sgdejolmezfsfeseqbroy6peum 25 26 & & CC work_sgdejolmezfsfeseqbroy6peum 25 27 Tiwari Tiwari NNP work_sgdejolmezfsfeseqbroy6peum 25 28 , , , work_sgdejolmezfsfeseqbroy6peum 25 29 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 25 30 ; ; : work_sgdejolmezfsfeseqbroy6peum 25 31 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 25 32 , , , work_sgdejolmezfsfeseqbroy6peum 25 33 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 25 34 , , , work_sgdejolmezfsfeseqbroy6peum 25 35 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 25 36 ; ; : work_sgdejolmezfsfeseqbroy6peum 25 37 Fleurent Fleurent NNP work_sgdejolmezfsfeseqbroy6peum 25 38 & & CC work_sgdejolmezfsfeseqbroy6peum 25 39 Ferland Ferland NNP work_sgdejolmezfsfeseqbroy6peum 25 40 , , , work_sgdejolmezfsfeseqbroy6peum 25 41 1993 1993 CD work_sgdejolmezfsfeseqbroy6peum 25 42 ; ; : work_sgdejolmezfsfeseqbroy6peum 25 43 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 25 44 & & CC work_sgdejolmezfsfeseqbroy6peum 25 45 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 25 46 , , , work_sgdejolmezfsfeseqbroy6peum 25 47 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 25 48 ; ; : work_sgdejolmezfsfeseqbroy6peum 25 49 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 25 50 , , , work_sgdejolmezfsfeseqbroy6peum 25 51 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 25 52 ; ; : work_sgdejolmezfsfeseqbroy6peum 25 53 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 25 54 , , , work_sgdejolmezfsfeseqbroy6peum 25 55 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 25 56 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 25 57 . . . work_sgdejolmezfsfeseqbroy6peum 26 1 In in IN work_sgdejolmezfsfeseqbroy6peum 26 2 this this DT work_sgdejolmezfsfeseqbroy6peum 26 3 work work NN work_sgdejolmezfsfeseqbroy6peum 26 4 , , , work_sgdejolmezfsfeseqbroy6peum 26 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 26 6 are be VBP work_sgdejolmezfsfeseqbroy6peum 26 7 interested interested JJ work_sgdejolmezfsfeseqbroy6peum 26 8 in in IN work_sgdejolmezfsfeseqbroy6peum 26 9 solving solve VBG work_sgdejolmezfsfeseqbroy6peum 26 10 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 26 11 with with IN work_sgdejolmezfsfeseqbroy6peum 26 12 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 26 13 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 26 14 . . . work_sgdejolmezfsfeseqbroy6peum 27 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 27 2 introduce introduce VBP work_sgdejolmezfsfeseqbroy6peum 27 3 a a DT work_sgdejolmezfsfeseqbroy6peum 27 4 powerful powerful JJ work_sgdejolmezfsfeseqbroy6peum 27 5 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 27 6 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 27 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 27 8 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 27 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 27 10 for for IN work_sgdejolmezfsfeseqbroy6peum 27 11 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 27 12 which which WDT work_sgdejolmezfsfeseqbroy6peum 27 13 combines combine VBZ work_sgdejolmezfsfeseqbroy6peum 27 14 an an DT work_sgdejolmezfsfeseqbroy6peum 27 15 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 27 16 local local JJ work_sgdejolmezfsfeseqbroy6peum 27 17 search search NN work_sgdejolmezfsfeseqbroy6peum 27 18 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 27 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 27 20 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 27 21 - - HYPH work_sgdejolmezfsfeseqbroy6peum 27 22 Breakout Breakout NNP work_sgdejolmezfsfeseqbroy6peum 27 23 Local Local NNP work_sgdejolmezfsfeseqbroy6peum 27 24 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 27 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 27 26 , , , work_sgdejolmezfsfeseqbroy6peum 27 27 a a DT work_sgdejolmezfsfeseqbroy6peum 27 28 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 27 29 operator operator NN work_sgdejolmezfsfeseqbroy6peum 27 30 , , , work_sgdejolmezfsfeseqbroy6peum 27 31 a a DT work_sgdejolmezfsfeseqbroy6peum 27 32 pool pool NN work_sgdejolmezfsfeseqbroy6peum 27 33 updating updating NN work_sgdejolmezfsfeseqbroy6peum 27 34 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 27 35 , , , work_sgdejolmezfsfeseqbroy6peum 27 36 and and CC work_sgdejolmezfsfeseqbroy6peum 27 37 an an DT work_sgdejolmezfsfeseqbroy6peum 27 38 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 27 39 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 27 40 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 27 41 . . . work_sgdejolmezfsfeseqbroy6peum 28 1 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 28 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 28 3 a a DT work_sgdejolmezfsfeseqbroy6peum 28 4 general general JJ work_sgdejolmezfsfeseqbroy6peum 28 5 local local JJ work_sgdejolmezfsfeseqbroy6peum 28 6 search search NN work_sgdejolmezfsfeseqbroy6peum 28 7 method method NN work_sgdejolmezfsfeseqbroy6peum 28 8 which which WDT work_sgdejolmezfsfeseqbroy6peum 28 9 has have VBZ work_sgdejolmezfsfeseqbroy6peum 28 10 shown show VBN work_sgdejolmezfsfeseqbroy6peum 28 11 very very RB work_sgdejolmezfsfeseqbroy6peum 28 12 good good JJ work_sgdejolmezfsfeseqbroy6peum 28 13 results result NNS work_sgdejolmezfsfeseqbroy6peum 28 14 for for IN work_sgdejolmezfsfeseqbroy6peum 28 15 several several JJ work_sgdejolmezfsfeseqbroy6peum 28 16 NP NP NNP work_sgdejolmezfsfeseqbroy6peum 28 17 - - HYPH work_sgdejolmezfsfeseqbroy6peum 28 18 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 28 19 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 28 20 including include VBG work_sgdejolmezfsfeseqbroy6peum 28 21 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 28 22 clique clique NN work_sgdejolmezfsfeseqbroy6peum 28 23 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 28 24 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 28 25 & & CC work_sgdejolmezfsfeseqbroy6peum 28 26 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 28 27 , , , work_sgdejolmezfsfeseqbroy6peum 28 28 2013a 2013a CD work_sgdejolmezfsfeseqbroy6peum 28 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 28 30 , , , work_sgdejolmezfsfeseqbroy6peum 28 31 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 28 32 cut cut NN work_sgdejolmezfsfeseqbroy6peum 28 33 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 28 34 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 28 35 & & CC work_sgdejolmezfsfeseqbroy6peum 28 36 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 28 37 , , , work_sgdejolmezfsfeseqbroy6peum 28 38 2013b 2013b CD work_sgdejolmezfsfeseqbroy6peum 28 39 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 28 40 , , , work_sgdejolmezfsfeseqbroy6peum 28 41 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 28 42 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 28 43 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 28 44 & & CC work_sgdejolmezfsfeseqbroy6peum 28 45 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 28 46 , , , work_sgdejolmezfsfeseqbroy6peum 28 47 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 28 48 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 28 49 and and CC work_sgdejolmezfsfeseqbroy6peum 28 50 vertex vertex NNP work_sgdejolmezfsfeseqbroy6peum 28 51 separator separator NN work_sgdejolmezfsfeseqbroy6peum 28 52 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 28 53 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 28 54 & & CC work_sgdejolmezfsfeseqbroy6peum 28 55 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 28 56 , , , work_sgdejolmezfsfeseqbroy6peum 28 57 2013d 2013d CD work_sgdejolmezfsfeseqbroy6peum 28 58 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 28 59 . . . work_sgdejolmezfsfeseqbroy6peum 29 1 Its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 29 2 basic basic JJ work_sgdejolmezfsfeseqbroy6peum 29 3 idea idea NN work_sgdejolmezfsfeseqbroy6peum 29 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 29 5 to to TO work_sgdejolmezfsfeseqbroy6peum 29 6 use use VB work_sgdejolmezfsfeseqbroy6peum 29 7 a a DT work_sgdejolmezfsfeseqbroy6peum 29 8 descent descent NN work_sgdejolmezfsfeseqbroy6peum 29 9 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 29 10 to to TO work_sgdejolmezfsfeseqbroy6peum 29 11 discover discover VB work_sgdejolmezfsfeseqbroy6peum 29 12 local local JJ work_sgdejolmezfsfeseqbroy6peum 29 13 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 29 14 and and CC work_sgdejolmezfsfeseqbroy6peum 29 15 employ employ VB work_sgdejolmezfsfeseqbroy6peum 29 16 dedicated dedicated JJ work_sgdejolmezfsfeseqbroy6peum 29 17 perturbations perturbation NNS work_sgdejolmezfsfeseqbroy6peum 29 18 to to TO work_sgdejolmezfsfeseqbroy6peum 29 19 continually continually RB work_sgdejolmezfsfeseqbroy6peum 29 20 move move VB work_sgdejolmezfsfeseqbroy6peum 29 21 from from IN work_sgdejolmezfsfeseqbroy6peum 29 22 one one CD work_sgdejolmezfsfeseqbroy6peum 29 23 attractor attractor NN work_sgdejolmezfsfeseqbroy6peum 29 24 to to IN work_sgdejolmezfsfeseqbroy6peum 29 25 another another DT work_sgdejolmezfsfeseqbroy6peum 29 26 in in IN work_sgdejolmezfsfeseqbroy6peum 29 27 the the DT work_sgdejolmezfsfeseqbroy6peum 29 28 search search NN work_sgdejolmezfsfeseqbroy6peum 29 29 space space NN work_sgdejolmezfsfeseqbroy6peum 29 30 . . . work_sgdejolmezfsfeseqbroy6peum 30 1 In in IN work_sgdejolmezfsfeseqbroy6peum 30 2 this this DT work_sgdejolmezfsfeseqbroy6peum 30 3 paper paper NN work_sgdejolmezfsfeseqbroy6peum 30 4 , , , work_sgdejolmezfsfeseqbroy6peum 30 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 30 6 integrate integrate VBP work_sgdejolmezfsfeseqbroy6peum 30 7 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 30 8 into into IN work_sgdejolmezfsfeseqbroy6peum 30 9 the the DT work_sgdejolmezfsfeseqbroy6peum 30 10 2 2 CD work_sgdejolmezfsfeseqbroy6peum 30 11 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 30 12 framework framework NN work_sgdejolmezfsfeseqbroy6peum 30 13 , , , work_sgdejolmezfsfeseqbroy6peum 30 14 thus thus RB work_sgdejolmezfsfeseqbroy6peum 30 15 extending extend VBG work_sgdejolmezfsfeseqbroy6peum 30 16 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 30 17 work work NN work_sgdejolmezfsfeseqbroy6peum 30 18 of of IN work_sgdejolmezfsfeseqbroy6peum 30 19 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 30 20 & & CC work_sgdejolmezfsfeseqbroy6peum 30 21 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 30 22 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 30 23 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 30 24 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 30 25 . . . work_sgdejolmezfsfeseqbroy6peum 31 1 As as IN work_sgdejolmezfsfeseqbroy6peum 31 2 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 31 3 show show VBP work_sgdejolmezfsfeseqbroy6peum 31 4 in in IN work_sgdejolmezfsfeseqbroy6peum 31 5 this this DT work_sgdejolmezfsfeseqbroy6peum 31 6 paper paper NN work_sgdejolmezfsfeseqbroy6peum 31 7 , , , work_sgdejolmezfsfeseqbroy6peum 31 8 the the DT work_sgdejolmezfsfeseqbroy6peum 31 9 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 31 10 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 31 11 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 31 12 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 31 13 exhibits exhibit VBZ work_sgdejolmezfsfeseqbroy6peum 31 14 an an DT work_sgdejolmezfsfeseqbroy6peum 31 15 excellent excellent JJ work_sgdejolmezfsfeseqbroy6peum 31 16 performance performance NN work_sgdejolmezfsfeseqbroy6peum 31 17 on on IN work_sgdejolmezfsfeseqbroy6peum 31 18 the the DT work_sgdejolmezfsfeseqbroy6peum 31 19 whole whole JJ work_sgdejolmezfsfeseqbroy6peum 31 20 set set NN work_sgdejolmezfsfeseqbroy6peum 31 21 of of IN work_sgdejolmezfsfeseqbroy6peum 31 22 135 135 CD work_sgdejolmezfsfeseqbroy6peum 31 23 well well RB work_sgdejolmezfsfeseqbroy6peum 31 24 - - HYPH work_sgdejolmezfsfeseqbroy6peum 31 25 known know VBN work_sgdejolmezfsfeseqbroy6peum 31 26 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 31 27 benchmark benchmark NN work_sgdejolmezfsfeseqbroy6peum 31 28 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 31 29 . . . work_sgdejolmezfsfeseqbroy6peum 32 1 Indeed indeed RB work_sgdejolmezfsfeseqbroy6peum 32 2 , , , work_sgdejolmezfsfeseqbroy6peum 32 3 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 32 4 attains attain VBZ work_sgdejolmezfsfeseqbroy6peum 32 5 the the DT work_sgdejolmezfsfeseqbroy6peum 32 6 best well RBS work_sgdejolmezfsfeseqbroy6peum 32 7 - - HYPH work_sgdejolmezfsfeseqbroy6peum 32 8 known know VBN work_sgdejolmezfsfeseqbroy6peum 32 9 solution solution NN work_sgdejolmezfsfeseqbroy6peum 32 10 for for IN work_sgdejolmezfsfeseqbroy6peum 32 11 all all PDT work_sgdejolmezfsfeseqbroy6peum 32 12 the the DT work_sgdejolmezfsfeseqbroy6peum 32 13 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 32 14 except except IN work_sgdejolmezfsfeseqbroy6peum 32 15 for for IN work_sgdejolmezfsfeseqbroy6peum 32 16 only only RB work_sgdejolmezfsfeseqbroy6peum 32 17 two two CD work_sgdejolmezfsfeseqbroy6peum 32 18 cases case NNS work_sgdejolmezfsfeseqbroy6peum 32 19 . . . work_sgdejolmezfsfeseqbroy6peum 33 1 Furthermore furthermore RB work_sgdejolmezfsfeseqbroy6peum 33 2 , , , work_sgdejolmezfsfeseqbroy6peum 33 3 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 33 4 outperforms outperform VBZ work_sgdejolmezfsfeseqbroy6peum 33 5 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 33 6 local local JJ work_sgdejolmezfsfeseqbroy6peum 33 7 search search NN work_sgdejolmezfsfeseqbroy6peum 33 8 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 33 9 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 33 10 which which WDT work_sgdejolmezfsfeseqbroy6peum 33 11 confirms confirm VBZ work_sgdejolmezfsfeseqbroy6peum 33 12 the the DT work_sgdejolmezfsfeseqbroy6peum 33 13 usefulness usefulness NN work_sgdejolmezfsfeseqbroy6peum 33 14 of of IN work_sgdejolmezfsfeseqbroy6peum 33 15 the the DT work_sgdejolmezfsfeseqbroy6peum 33 16 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 33 17 framework framework NN work_sgdejolmezfsfeseqbroy6peum 33 18 . . . work_sgdejolmezfsfeseqbroy6peum 34 1 In in IN work_sgdejolmezfsfeseqbroy6peum 34 2 order order NN work_sgdejolmezfsfeseqbroy6peum 34 3 to to TO work_sgdejolmezfsfeseqbroy6peum 34 4 gain gain VB work_sgdejolmezfsfeseqbroy6peum 34 5 some some DT work_sgdejolmezfsfeseqbroy6peum 34 6 insight insight NN work_sgdejolmezfsfeseqbroy6peum 34 7 into into IN work_sgdejolmezfsfeseqbroy6peum 34 8 the the DT work_sgdejolmezfsfeseqbroy6peum 34 9 functioning functioning NN work_sgdejolmezfsfeseqbroy6peum 34 10 of of IN work_sgdejolmezfsfeseqbroy6peum 34 11 the the DT work_sgdejolmezfsfeseqbroy6peum 34 12 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 34 13 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 34 14 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 34 15 , , , work_sgdejolmezfsfeseqbroy6peum 34 16 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 34 17 perform perform VBP work_sgdejolmezfsfeseqbroy6peum 34 18 a a DT work_sgdejolmezfsfeseqbroy6peum 34 19 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 34 20 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 34 21 and and CC work_sgdejolmezfsfeseqbroy6peum 34 22 justify justify VB work_sgdejolmezfsfeseqbroy6peum 34 23 the the DT work_sgdejolmezfsfeseqbroy6peum 34 24 choice choice NN work_sgdejolmezfsfeseqbroy6peum 34 25 for for IN work_sgdejolmezfsfeseqbroy6peum 34 26 the the DT work_sgdejolmezfsfeseqbroy6peum 34 27 used use VBN work_sgdejolmezfsfeseqbroy6peum 34 28 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 34 29 operator operator NN work_sgdejolmezfsfeseqbroy6peum 34 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 34 31 see see VB work_sgdejolmezfsfeseqbroy6peum 34 32 Section Section NNP work_sgdejolmezfsfeseqbroy6peum 34 33 5 5 CD work_sgdejolmezfsfeseqbroy6peum 34 34 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 34 35 . . . work_sgdejolmezfsfeseqbroy6peum 35 1 The the DT work_sgdejolmezfsfeseqbroy6peum 35 2 paper paper NN work_sgdejolmezfsfeseqbroy6peum 35 3 is be VBZ work_sgdejolmezfsfeseqbroy6peum 35 4 organized organize VBN work_sgdejolmezfsfeseqbroy6peum 35 5 as as IN work_sgdejolmezfsfeseqbroy6peum 35 6 follows follow VBZ work_sgdejolmezfsfeseqbroy6peum 35 7 . . . work_sgdejolmezfsfeseqbroy6peum 36 1 In in IN work_sgdejolmezfsfeseqbroy6peum 36 2 the the DT work_sgdejolmezfsfeseqbroy6peum 36 3 next next JJ work_sgdejolmezfsfeseqbroy6peum 36 4 section section NN work_sgdejolmezfsfeseqbroy6peum 36 5 , , , work_sgdejolmezfsfeseqbroy6peum 36 6 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 36 7 briefly briefly RB work_sgdejolmezfsfeseqbroy6peum 36 8 review review VBP work_sgdejolmezfsfeseqbroy6peum 36 9 the the DT work_sgdejolmezfsfeseqbroy6peum 36 10 most most RBS work_sgdejolmezfsfeseqbroy6peum 36 11 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 36 12 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 36 13 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 36 14 and and CC work_sgdejolmezfsfeseqbroy6peum 36 15 highlight highlight VBP work_sgdejolmezfsfeseqbroy6peum 36 16 the the DT work_sgdejolmezfsfeseqbroy6peum 36 17 contributions contribution NNS work_sgdejolmezfsfeseqbroy6peum 36 18 of of IN work_sgdejolmezfsfeseqbroy6peum 36 19 this this DT work_sgdejolmezfsfeseqbroy6peum 36 20 work work NN work_sgdejolmezfsfeseqbroy6peum 36 21 . . . work_sgdejolmezfsfeseqbroy6peum 37 1 In in IN work_sgdejolmezfsfeseqbroy6peum 37 2 Section section NN work_sgdejolmezfsfeseqbroy6peum 37 3 3 3 CD work_sgdejolmezfsfeseqbroy6peum 37 4 , , , work_sgdejolmezfsfeseqbroy6peum 37 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 37 6 present present VBP work_sgdejolmezfsfeseqbroy6peum 37 7 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 37 8 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 37 9 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 37 10 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 37 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 37 12 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 37 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 37 14 and and CC work_sgdejolmezfsfeseqbroy6peum 37 15 detail detail VB work_sgdejolmezfsfeseqbroy6peum 37 16 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 37 17 main main JJ work_sgdejolmezfsfeseqbroy6peum 37 18 components component NNS work_sgdejolmezfsfeseqbroy6peum 37 19 . . . work_sgdejolmezfsfeseqbroy6peum 38 1 Moreover moreover RB work_sgdejolmezfsfeseqbroy6peum 38 2 , , , work_sgdejolmezfsfeseqbroy6peum 38 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 38 4 highlight highlight VBP work_sgdejolmezfsfeseqbroy6peum 38 5 the the DT work_sgdejolmezfsfeseqbroy6peum 38 6 differences difference NNS work_sgdejolmezfsfeseqbroy6peum 38 7 and and CC work_sgdejolmezfsfeseqbroy6peum 38 8 similarities similarity NNS work_sgdejolmezfsfeseqbroy6peum 38 9 between between IN work_sgdejolmezfsfeseqbroy6peum 38 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 38 11 and and CC work_sgdejolmezfsfeseqbroy6peum 38 12 the the DT work_sgdejolmezfsfeseqbroy6peum 38 13 reviewed review VBN work_sgdejolmezfsfeseqbroy6peum 38 14 state state NN work_sgdejolmezfsfeseqbroy6peum 38 15 - - HYPH work_sgdejolmezfsfeseqbroy6peum 38 16 of of IN work_sgdejolmezfsfeseqbroy6peum 38 17 - - HYPH work_sgdejolmezfsfeseqbroy6peum 38 18 art art NN work_sgdejolmezfsfeseqbroy6peum 38 19 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 38 20 . . . work_sgdejolmezfsfeseqbroy6peum 39 1 Computational computational JJ work_sgdejolmezfsfeseqbroy6peum 39 2 results result NNS work_sgdejolmezfsfeseqbroy6peum 39 3 and and CC work_sgdejolmezfsfeseqbroy6peum 39 4 comparisons comparison NNS work_sgdejolmezfsfeseqbroy6peum 39 5 with with IN work_sgdejolmezfsfeseqbroy6peum 39 6 the the DT work_sgdejolmezfsfeseqbroy6peum 39 7 top top RB work_sgdejolmezfsfeseqbroy6peum 39 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 39 9 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 39 10 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 39 11 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 39 12 are be VBP work_sgdejolmezfsfeseqbroy6peum 39 13 presented present VBN work_sgdejolmezfsfeseqbroy6peum 39 14 in in IN work_sgdejolmezfsfeseqbroy6peum 39 15 Section section NN work_sgdejolmezfsfeseqbroy6peum 39 16 4 4 CD work_sgdejolmezfsfeseqbroy6peum 39 17 . . . work_sgdejolmezfsfeseqbroy6peum 40 1 Section section NN work_sgdejolmezfsfeseqbroy6peum 40 2 5 5 CD work_sgdejolmezfsfeseqbroy6peum 40 3 provides provide VBZ work_sgdejolmezfsfeseqbroy6peum 40 4 a a DT work_sgdejolmezfsfeseqbroy6peum 40 5 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 40 6 study study NN work_sgdejolmezfsfeseqbroy6peum 40 7 that that WDT work_sgdejolmezfsfeseqbroy6peum 40 8 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 40 9 use use VBP work_sgdejolmezfsfeseqbroy6peum 40 10 to to TO work_sgdejolmezfsfeseqbroy6peum 40 11 justify justify VB work_sgdejolmezfsfeseqbroy6peum 40 12 the the DT work_sgdejolmezfsfeseqbroy6peum 40 13 choices choice NNS work_sgdejolmezfsfeseqbroy6peum 40 14 for for IN work_sgdejolmezfsfeseqbroy6peum 40 15 the the DT work_sgdejolmezfsfeseqbroy6peum 40 16 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 40 17 operator operator NN work_sgdejolmezfsfeseqbroy6peum 40 18 of of IN work_sgdejolmezfsfeseqbroy6peum 40 19 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 40 20 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 40 21 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 40 22 , , , work_sgdejolmezfsfeseqbroy6peum 40 23 and and CC work_sgdejolmezfsfeseqbroy6peum 40 24 additionally additionally RB work_sgdejolmezfsfeseqbroy6peum 40 25 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 40 26 a a DT work_sgdejolmezfsfeseqbroy6peum 40 27 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 40 28 of of IN work_sgdejolmezfsfeseqbroy6peum 40 29 several several JJ work_sgdejolmezfsfeseqbroy6peum 40 30 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 40 31 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 40 32 . . . work_sgdejolmezfsfeseqbroy6peum 41 1 Conclusions conclusion NNS work_sgdejolmezfsfeseqbroy6peum 41 2 are be VBP work_sgdejolmezfsfeseqbroy6peum 41 3 provided provide VBN work_sgdejolmezfsfeseqbroy6peum 41 4 in in IN work_sgdejolmezfsfeseqbroy6peum 41 5 the the DT work_sgdejolmezfsfeseqbroy6peum 41 6 last last JJ work_sgdejolmezfsfeseqbroy6peum 41 7 section section NN work_sgdejolmezfsfeseqbroy6peum 41 8 . . . work_sgdejolmezfsfeseqbroy6peum 42 1 2 2 LS work_sgdejolmezfsfeseqbroy6peum 42 2 . . . work_sgdejolmezfsfeseqbroy6peum 43 1 State state NN work_sgdejolmezfsfeseqbroy6peum 43 2 - - HYPH work_sgdejolmezfsfeseqbroy6peum 43 3 of of IN work_sgdejolmezfsfeseqbroy6peum 43 4 - - HYPH work_sgdejolmezfsfeseqbroy6peum 43 5 art art NN work_sgdejolmezfsfeseqbroy6peum 43 6 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 43 7 for for IN work_sgdejolmezfsfeseqbroy6peum 43 8 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 43 9 and and CC work_sgdejolmezfsfeseqbroy6peum 43 10 main main JJ work_sgdejolmezfsfeseqbroy6peum 43 11 contributions contribution NNS work_sgdejolmezfsfeseqbroy6peum 43 12 In in IN work_sgdejolmezfsfeseqbroy6peum 43 13 this this DT work_sgdejolmezfsfeseqbroy6peum 43 14 section section NN work_sgdejolmezfsfeseqbroy6peum 43 15 , , , work_sgdejolmezfsfeseqbroy6peum 43 16 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 43 17 provide provide VBP work_sgdejolmezfsfeseqbroy6peum 43 18 a a DT work_sgdejolmezfsfeseqbroy6peum 43 19 literature literature NN work_sgdejolmezfsfeseqbroy6peum 43 20 review review NN work_sgdejolmezfsfeseqbroy6peum 43 21 of of IN work_sgdejolmezfsfeseqbroy6peum 43 22 the the DT work_sgdejolmezfsfeseqbroy6peum 43 23 most most RBS work_sgdejolmezfsfeseqbroy6peum 43 24 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 43 25 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 43 26 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 43 27 for for IN work_sgdejolmezfsfeseqbroy6peum 43 28 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 43 29 , , , work_sgdejolmezfsfeseqbroy6peum 43 30 including include VBG work_sgdejolmezfsfeseqbroy6peum 43 31 four four CD work_sgdejolmezfsfeseqbroy6peum 43 32 population population NN work_sgdejolmezfsfeseqbroy6peum 43 33 - - HYPH work_sgdejolmezfsfeseqbroy6peum 43 34 based base VBN work_sgdejolmezfsfeseqbroy6peum 43 35 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 43 36 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 43 37 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 43 38 , , , work_sgdejolmezfsfeseqbroy6peum 43 39 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 43 40 ; ; : work_sgdejolmezfsfeseqbroy6peum 43 41 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 43 42 & & CC work_sgdejolmezfsfeseqbroy6peum 43 43 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 43 44 , , , work_sgdejolmezfsfeseqbroy6peum 43 45 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 43 46 ; ; : work_sgdejolmezfsfeseqbroy6peum 43 47 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 43 48 , , , work_sgdejolmezfsfeseqbroy6peum 43 49 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 43 50 ; ; : work_sgdejolmezfsfeseqbroy6peum 43 51 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 43 52 , , , work_sgdejolmezfsfeseqbroy6peum 43 53 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 43 54 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 43 55 and and CC work_sgdejolmezfsfeseqbroy6peum 43 56 two two CD work_sgdejolmezfsfeseqbroy6peum 43 57 local local JJ work_sgdejolmezfsfeseqbroy6peum 43 58 search search NN work_sgdejolmezfsfeseqbroy6peum 43 59 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 43 60 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 43 61 James James NNP work_sgdejolmezfsfeseqbroy6peum 43 62 , , , work_sgdejolmezfsfeseqbroy6peum 43 63 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 43 64 , , , work_sgdejolmezfsfeseqbroy6peum 43 65 & & CC work_sgdejolmezfsfeseqbroy6peum 43 66 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 43 67 , , , work_sgdejolmezfsfeseqbroy6peum 43 68 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 43 69 ; ; : work_sgdejolmezfsfeseqbroy6peum 43 70 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 43 71 & & CC work_sgdejolmezfsfeseqbroy6peum 43 72 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 43 73 , , , work_sgdejolmezfsfeseqbroy6peum 43 74 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 43 75 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 43 76 , , , work_sgdejolmezfsfeseqbroy6peum 43 77 followed follow VBN work_sgdejolmezfsfeseqbroy6peum 43 78 by by IN work_sgdejolmezfsfeseqbroy6peum 43 79 a a DT work_sgdejolmezfsfeseqbroy6peum 43 80 summary summary NN work_sgdejolmezfsfeseqbroy6peum 43 81 of of IN work_sgdejolmezfsfeseqbroy6peum 43 82 the the DT work_sgdejolmezfsfeseqbroy6peum 43 83 main main JJ work_sgdejolmezfsfeseqbroy6peum 43 84 contributions contribution NNS work_sgdejolmezfsfeseqbroy6peum 43 85 of of IN work_sgdejolmezfsfeseqbroy6peum 43 86 this this DT work_sgdejolmezfsfeseqbroy6peum 43 87 study study NN work_sgdejolmezfsfeseqbroy6peum 43 88 . . . work_sgdejolmezfsfeseqbroy6peum 44 1 In in IN work_sgdejolmezfsfeseqbroy6peum 44 2 Section section NN work_sgdejolmezfsfeseqbroy6peum 44 3 3.5 3.5 CD work_sgdejolmezfsfeseqbroy6peum 44 4 , , , work_sgdejolmezfsfeseqbroy6peum 44 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 44 6 discuss discuss VBP work_sgdejolmezfsfeseqbroy6peum 44 7 in in IN work_sgdejolmezfsfeseqbroy6peum 44 8 more more JJR work_sgdejolmezfsfeseqbroy6peum 44 9 detail detail NN work_sgdejolmezfsfeseqbroy6peum 44 10 the the DT work_sgdejolmezfsfeseqbroy6peum 44 11 relationships relationship NNS work_sgdejolmezfsfeseqbroy6peum 44 12 between between IN work_sgdejolmezfsfeseqbroy6peum 44 13 these these DT work_sgdejolmezfsfeseqbroy6peum 44 14 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 44 15 and and CC work_sgdejolmezfsfeseqbroy6peum 44 16 the the DT work_sgdejolmezfsfeseqbroy6peum 44 17 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 44 18 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 44 19 . . . work_sgdejolmezfsfeseqbroy6peum 45 1 Among among IN work_sgdejolmezfsfeseqbroy6peum 45 2 the the DT work_sgdejolmezfsfeseqbroy6peum 45 3 reviewed review VBN work_sgdejolmezfsfeseqbroy6peum 45 4 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 45 5 , , , work_sgdejolmezfsfeseqbroy6peum 45 6 four four CD work_sgdejolmezfsfeseqbroy6peum 45 7 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 45 8 from from IN work_sgdejolmezfsfeseqbroy6peum 45 9 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 45 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 45 11 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 45 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 45 13 ; ; : work_sgdejolmezfsfeseqbroy6peum 45 14 James James NNP work_sgdejolmezfsfeseqbroy6peum 45 15 , , , work_sgdejolmezfsfeseqbroy6peum 45 16 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 45 17 , , , work_sgdejolmezfsfeseqbroy6peum 45 18 & & CC work_sgdejolmezfsfeseqbroy6peum 45 19 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 45 20 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 45 21 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 45 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 45 23 ; ; : work_sgdejolmezfsfeseqbroy6peum 45 24 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 45 25 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 45 26 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 45 27 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 45 28 and and CC work_sgdejolmezfsfeseqbroy6peum 45 29 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 45 30 & & CC work_sgdejolmezfsfeseqbroy6peum 45 31 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 45 32 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 45 33 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 45 34 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 45 35 report report VB work_sgdejolmezfsfeseqbroy6peum 45 36 the the DT work_sgdejolmezfsfeseqbroy6peum 45 37 best good JJS work_sgdejolmezfsfeseqbroy6peum 45 38 results result NNS work_sgdejolmezfsfeseqbroy6peum 45 39 on on IN work_sgdejolmezfsfeseqbroy6peum 45 40 some some DT work_sgdejolmezfsfeseqbroy6peum 45 41 particular particular JJ work_sgdejolmezfsfeseqbroy6peum 45 42 class class NN work_sgdejolmezfsfeseqbroy6peum 45 43 of of IN work_sgdejolmezfsfeseqbroy6peum 45 44 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 45 45 benchmark benchmark NN work_sgdejolmezfsfeseqbroy6peum 45 46 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 45 47 . . . work_sgdejolmezfsfeseqbroy6peum 46 1 For for IN work_sgdejolmezfsfeseqbroy6peum 46 2 this this DT work_sgdejolmezfsfeseqbroy6peum 46 3 reason reason NN work_sgdejolmezfsfeseqbroy6peum 46 4 , , , work_sgdejolmezfsfeseqbroy6peum 46 5 these these DT work_sgdejolmezfsfeseqbroy6peum 46 6 four four CD work_sgdejolmezfsfeseqbroy6peum 46 7 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 46 8 will will MD work_sgdejolmezfsfeseqbroy6peum 46 9 be be VB work_sgdejolmezfsfeseqbroy6peum 46 10 used use VBN work_sgdejolmezfsfeseqbroy6peum 46 11 as as IN work_sgdejolmezfsfeseqbroy6peum 46 12 reference reference NN work_sgdejolmezfsfeseqbroy6peum 46 13 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 46 14 for for IN work_sgdejolmezfsfeseqbroy6peum 46 15 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 46 16 comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 46 17 study study NN work_sgdejolmezfsfeseqbroy6peum 46 18 . . . work_sgdejolmezfsfeseqbroy6peum 47 1 Nevertheless nevertheless RB work_sgdejolmezfsfeseqbroy6peum 47 2 , , , work_sgdejolmezfsfeseqbroy6peum 47 3 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 47 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 47 5 important important JJ work_sgdejolmezfsfeseqbroy6peum 47 6 to to TO work_sgdejolmezfsfeseqbroy6peum 47 7 mention mention VB work_sgdejolmezfsfeseqbroy6peum 47 8 that that IN work_sgdejolmezfsfeseqbroy6peum 47 9 none none NN work_sgdejolmezfsfeseqbroy6peum 47 10 of of IN work_sgdejolmezfsfeseqbroy6peum 47 11 the the DT work_sgdejolmezfsfeseqbroy6peum 47 12 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 47 13 QAP qap NN work_sgdejolmezfsfeseqbroy6peum 47 14 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 47 15 can can MD work_sgdejolmezfsfeseqbroy6peum 47 16 be be VB work_sgdejolmezfsfeseqbroy6peum 47 17 considered consider VBN work_sgdejolmezfsfeseqbroy6peum 47 18 as as IN work_sgdejolmezfsfeseqbroy6peum 47 19 the the DT work_sgdejolmezfsfeseqbroy6peum 47 20 most most RBS work_sgdejolmezfsfeseqbroy6peum 47 21 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 47 22 for for IN work_sgdejolmezfsfeseqbroy6peum 47 23 all all PDT work_sgdejolmezfsfeseqbroy6peum 47 24 the the DT work_sgdejolmezfsfeseqbroy6peum 47 25 different different JJ work_sgdejolmezfsfeseqbroy6peum 47 26 types type NNS work_sgdejolmezfsfeseqbroy6peum 47 27 of of IN work_sgdejolmezfsfeseqbroy6peum 47 28 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 47 29 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 47 30 , , , work_sgdejolmezfsfeseqbroy6peum 47 31 due due IN work_sgdejolmezfsfeseqbroy6peum 47 32 to to IN work_sgdejolmezfsfeseqbroy6peum 47 33 significant significant JJ work_sgdejolmezfsfeseqbroy6peum 47 34 differences difference NNS work_sgdejolmezfsfeseqbroy6peum 47 35 in in IN work_sgdejolmezfsfeseqbroy6peum 47 36 structure structure NN work_sgdejolmezfsfeseqbroy6peum 47 37 of of IN work_sgdejolmezfsfeseqbroy6peum 47 38 these these DT work_sgdejolmezfsfeseqbroy6peum 47 39 instance instance NN work_sgdejolmezfsfeseqbroy6peum 47 40 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 47 41 see see VB work_sgdejolmezfsfeseqbroy6peum 47 42 Section Section NNP work_sgdejolmezfsfeseqbroy6peum 47 43 5 5 CD work_sgdejolmezfsfeseqbroy6peum 47 44 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 47 45 . . . work_sgdejolmezfsfeseqbroy6peum 48 1 A a DT work_sgdejolmezfsfeseqbroy6peum 48 2 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 48 3 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 48 4 approach approach NN work_sgdejolmezfsfeseqbroy6peum 48 5 for for IN work_sgdejolmezfsfeseqbroy6peum 48 6 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 48 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 48 8 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 48 9 - - HYPH work_sgdejolmezfsfeseqbroy6peum 48 10 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 48 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 48 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 48 13 introduced introduce VBN work_sgdejolmezfsfeseqbroy6peum 48 14 in in IN work_sgdejolmezfsfeseqbroy6peum 48 15 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 48 16 & & CC work_sgdejolmezfsfeseqbroy6peum 48 17 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 48 18 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 48 19 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 48 20 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 48 21 which which WDT work_sgdejolmezfsfeseqbroy6peum 48 22 incorporates incorporate VBZ work_sgdejolmezfsfeseqbroy6peum 48 23 the the DT work_sgdejolmezfsfeseqbroy6peum 48 24 2-opt 2-opt CD work_sgdejolmezfsfeseqbroy6peum 48 25 local local JJ work_sgdejolmezfsfeseqbroy6peum 48 26 search search NN work_sgdejolmezfsfeseqbroy6peum 48 27 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 48 28 and and CC work_sgdejolmezfsfeseqbroy6peum 48 29 an an DT work_sgdejolmezfsfeseqbroy6peum 48 30 adaptation adaptation NN work_sgdejolmezfsfeseqbroy6peum 48 31 of of IN work_sgdejolmezfsfeseqbroy6peum 48 32 the the DT work_sgdejolmezfsfeseqbroy6peum 48 33 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 48 34 uniform uniform NN work_sgdejolmezfsfeseqbroy6peum 48 35 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 48 36 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 48 37 that that WDT work_sgdejolmezfsfeseqbroy6peum 48 38 does do VBZ work_sgdejolmezfsfeseqbroy6peum 48 39 not not RB work_sgdejolmezfsfeseqbroy6peum 48 40 perform perform VB work_sgdejolmezfsfeseqbroy6peum 48 41 any any DT work_sgdejolmezfsfeseqbroy6peum 48 42 implicit implicit JJ work_sgdejolmezfsfeseqbroy6peum 48 43 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 48 44 . . . work_sgdejolmezfsfeseqbroy6peum 49 1 The the DT work_sgdejolmezfsfeseqbroy6peum 49 2 selection selection NN work_sgdejolmezfsfeseqbroy6peum 49 3 for for IN work_sgdejolmezfsfeseqbroy6peum 49 4 reproduction reproduction NN work_sgdejolmezfsfeseqbroy6peum 49 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 49 6 performed perform VBN work_sgdejolmezfsfeseqbroy6peum 49 7 on on IN work_sgdejolmezfsfeseqbroy6peum 49 8 a a DT work_sgdejolmezfsfeseqbroy6peum 49 9 purely purely RB work_sgdejolmezfsfeseqbroy6peum 49 10 random random JJ work_sgdejolmezfsfeseqbroy6peum 49 11 basis basis NN work_sgdejolmezfsfeseqbroy6peum 49 12 , , , work_sgdejolmezfsfeseqbroy6peum 49 13 while while IN work_sgdejolmezfsfeseqbroy6peum 49 14 the the DT work_sgdejolmezfsfeseqbroy6peum 49 15 selection selection NN work_sgdejolmezfsfeseqbroy6peum 49 16 for for IN work_sgdejolmezfsfeseqbroy6peum 49 17 survival survival NN work_sgdejolmezfsfeseqbroy6peum 49 18 is be VBZ work_sgdejolmezfsfeseqbroy6peum 49 19 achieved achieve VBN work_sgdejolmezfsfeseqbroy6peum 49 20 by by IN work_sgdejolmezfsfeseqbroy6peum 49 21 choosing choose VBG work_sgdejolmezfsfeseqbroy6peum 49 22 the the DT work_sgdejolmezfsfeseqbroy6peum 49 23 best good JJS work_sgdejolmezfsfeseqbroy6peum 49 24 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 49 25 from from IN work_sgdejolmezfsfeseqbroy6peum 49 26 the the DT work_sgdejolmezfsfeseqbroy6peum 49 27 pool pool NN work_sgdejolmezfsfeseqbroy6peum 49 28 of of IN work_sgdejolmezfsfeseqbroy6peum 49 29 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 49 30 and and CC work_sgdejolmezfsfeseqbroy6peum 49 31 children child NNS work_sgdejolmezfsfeseqbroy6peum 49 32 . . . work_sgdejolmezfsfeseqbroy6peum 50 1 To to TO work_sgdejolmezfsfeseqbroy6peum 50 2 overcome overcome VB work_sgdejolmezfsfeseqbroy6peum 50 3 premature premature JJ work_sgdejolmezfsfeseqbroy6peum 50 4 convergence convergence NN work_sgdejolmezfsfeseqbroy6peum 50 5 , , , work_sgdejolmezfsfeseqbroy6peum 50 6 the the DT work_sgdejolmezfsfeseqbroy6peum 50 7 restart restart NN work_sgdejolmezfsfeseqbroy6peum 50 8 technique technique NN work_sgdejolmezfsfeseqbroy6peum 50 9 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 50 10 in in IN work_sgdejolmezfsfeseqbroy6peum 50 11 Eshelman Eshelman NNP work_sgdejolmezfsfeseqbroy6peum 50 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 50 13 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 50 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 50 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 50 16 employed employ VBN work_sgdejolmezfsfeseqbroy6peum 50 17 . . . work_sgdejolmezfsfeseqbroy6peum 51 1 During during IN work_sgdejolmezfsfeseqbroy6peum 51 2 the the DT work_sgdejolmezfsfeseqbroy6peum 51 3 run run NN work_sgdejolmezfsfeseqbroy6peum 51 4 , , , work_sgdejolmezfsfeseqbroy6peum 51 5 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 51 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 51 7 checked check VBN work_sgdejolmezfsfeseqbroy6peum 51 8 whether whether IN work_sgdejolmezfsfeseqbroy6peum 51 9 the the DT work_sgdejolmezfsfeseqbroy6peum 51 10 average average JJ work_sgdejolmezfsfeseqbroy6peum 51 11 distance distance NN work_sgdejolmezfsfeseqbroy6peum 51 12 of of IN work_sgdejolmezfsfeseqbroy6peum 51 13 the the DT work_sgdejolmezfsfeseqbroy6peum 51 14 population population NN work_sgdejolmezfsfeseqbroy6peum 51 15 has have VBZ work_sgdejolmezfsfeseqbroy6peum 51 16 dropped drop VBN work_sgdejolmezfsfeseqbroy6peum 51 17 below below IN work_sgdejolmezfsfeseqbroy6peum 51 18 a a DT work_sgdejolmezfsfeseqbroy6peum 51 19 certain certain JJ work_sgdejolmezfsfeseqbroy6peum 51 20 threshold threshold NN work_sgdejolmezfsfeseqbroy6peum 51 21 or or CC work_sgdejolmezfsfeseqbroy6peum 51 22 whether whether IN work_sgdejolmezfsfeseqbroy6peum 51 23 the the DT work_sgdejolmezfsfeseqbroy6peum 51 24 average average JJ work_sgdejolmezfsfeseqbroy6peum 51 25 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 51 26 of of IN work_sgdejolmezfsfeseqbroy6peum 51 27 the the DT work_sgdejolmezfsfeseqbroy6peum 51 28 population population NN work_sgdejolmezfsfeseqbroy6peum 51 29 did do VBD work_sgdejolmezfsfeseqbroy6peum 51 30 not not RB work_sgdejolmezfsfeseqbroy6peum 51 31 change change VB work_sgdejolmezfsfeseqbroy6peum 51 32 after after IN work_sgdejolmezfsfeseqbroy6peum 51 33 a a DT work_sgdejolmezfsfeseqbroy6peum 51 34 certain certain JJ work_sgdejolmezfsfeseqbroy6peum 51 35 number number NN work_sgdejolmezfsfeseqbroy6peum 51 36 of of IN work_sgdejolmezfsfeseqbroy6peum 51 37 consecutive consecutive JJ work_sgdejolmezfsfeseqbroy6peum 51 38 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 51 39 . . . work_sgdejolmezfsfeseqbroy6peum 52 1 If if IN work_sgdejolmezfsfeseqbroy6peum 52 2 3 3 CD work_sgdejolmezfsfeseqbroy6peum 52 3 one one CD work_sgdejolmezfsfeseqbroy6peum 52 4 of of IN work_sgdejolmezfsfeseqbroy6peum 52 5 these these DT work_sgdejolmezfsfeseqbroy6peum 52 6 conditions condition NNS work_sgdejolmezfsfeseqbroy6peum 52 7 holds hold VBZ work_sgdejolmezfsfeseqbroy6peum 52 8 , , , work_sgdejolmezfsfeseqbroy6peum 52 9 the the DT work_sgdejolmezfsfeseqbroy6peum 52 10 whole whole JJ work_sgdejolmezfsfeseqbroy6peum 52 11 population population NN work_sgdejolmezfsfeseqbroy6peum 52 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 52 13 mutated mutate VBN work_sgdejolmezfsfeseqbroy6peum 52 14 except except IN work_sgdejolmezfsfeseqbroy6peum 52 15 the the DT work_sgdejolmezfsfeseqbroy6peum 52 16 best good JJS work_sgdejolmezfsfeseqbroy6peum 52 17 individual individual NN work_sgdejolmezfsfeseqbroy6peum 52 18 , , , work_sgdejolmezfsfeseqbroy6peum 52 19 and and CC work_sgdejolmezfsfeseqbroy6peum 52 20 each each DT work_sgdejolmezfsfeseqbroy6peum 52 21 mutated mutate VBN work_sgdejolmezfsfeseqbroy6peum 52 22 individual individual NN work_sgdejolmezfsfeseqbroy6peum 52 23 is be VBZ work_sgdejolmezfsfeseqbroy6peum 52 24 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 52 25 by by IN work_sgdejolmezfsfeseqbroy6peum 52 26 the the DT work_sgdejolmezfsfeseqbroy6peum 52 27 2-opt 2-opt CD work_sgdejolmezfsfeseqbroy6peum 52 28 local local JJ work_sgdejolmezfsfeseqbroy6peum 52 29 search search NN work_sgdejolmezfsfeseqbroy6peum 52 30 to to TO work_sgdejolmezfsfeseqbroy6peum 52 31 obtain obtain VB work_sgdejolmezfsfeseqbroy6peum 52 32 a a DT work_sgdejolmezfsfeseqbroy6peum 52 33 local local JJ work_sgdejolmezfsfeseqbroy6peum 52 34 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 52 35 . . . work_sgdejolmezfsfeseqbroy6peum 53 1 Afterwards afterwards RB work_sgdejolmezfsfeseqbroy6peum 53 2 , , , work_sgdejolmezfsfeseqbroy6peum 53 3 the the DT work_sgdejolmezfsfeseqbroy6peum 53 4 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 53 5 proceeds proceed VBZ work_sgdejolmezfsfeseqbroy6peum 53 6 with with IN work_sgdejolmezfsfeseqbroy6peum 53 7 the the DT work_sgdejolmezfsfeseqbroy6peum 53 8 usual usual JJ work_sgdejolmezfsfeseqbroy6peum 53 9 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 53 10 process process NN work_sgdejolmezfsfeseqbroy6peum 53 11 . . . work_sgdejolmezfsfeseqbroy6peum 54 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 54 2 mention mention VBP work_sgdejolmezfsfeseqbroy6peum 54 3 this this DT work_sgdejolmezfsfeseqbroy6peum 54 4 work work NN work_sgdejolmezfsfeseqbroy6peum 54 5 since since IN work_sgdejolmezfsfeseqbroy6peum 54 6 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 54 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 54 8 one one CD work_sgdejolmezfsfeseqbroy6peum 54 9 of of IN work_sgdejolmezfsfeseqbroy6peum 54 10 the the DT work_sgdejolmezfsfeseqbroy6peum 54 11 first first JJ work_sgdejolmezfsfeseqbroy6peum 54 12 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 54 13 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 54 14 applied apply VBD work_sgdejolmezfsfeseqbroy6peum 54 15 to to IN work_sgdejolmezfsfeseqbroy6peum 54 16 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 54 17 and and CC work_sgdejolmezfsfeseqbroy6peum 54 18 achieved achieve VBN work_sgdejolmezfsfeseqbroy6peum 54 19 remarkable remarkable JJ work_sgdejolmezfsfeseqbroy6peum 54 20 results result NNS work_sgdejolmezfsfeseqbroy6peum 54 21 at at IN work_sgdejolmezfsfeseqbroy6peum 54 22 the the DT work_sgdejolmezfsfeseqbroy6peum 54 23 time time NN work_sgdejolmezfsfeseqbroy6peum 54 24 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 54 25 was be VBD work_sgdejolmezfsfeseqbroy6peum 54 26 published publish VBN work_sgdejolmezfsfeseqbroy6peum 54 27 . . . work_sgdejolmezfsfeseqbroy6peum 55 1 The the DT work_sgdejolmezfsfeseqbroy6peum 55 2 Improved Improved NNP work_sgdejolmezfsfeseqbroy6peum 55 3 Hybrid Hybrid NNP work_sgdejolmezfsfeseqbroy6peum 55 4 Genetic Genetic NNP work_sgdejolmezfsfeseqbroy6peum 55 5 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 55 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 55 7 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 55 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 55 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 55 10 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 55 11 , , , work_sgdejolmezfsfeseqbroy6peum 55 12 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 55 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 55 14 incor- incor- RB work_sgdejolmezfsfeseqbroy6peum 55 15 porates porate VBZ work_sgdejolmezfsfeseqbroy6peum 55 16 a a DT work_sgdejolmezfsfeseqbroy6peum 55 17 robust robust JJ work_sgdejolmezfsfeseqbroy6peum 55 18 local local JJ work_sgdejolmezfsfeseqbroy6peum 55 19 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 55 20 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 55 21 as as RB work_sgdejolmezfsfeseqbroy6peum 55 22 well well RB work_sgdejolmezfsfeseqbroy6peum 55 23 as as IN work_sgdejolmezfsfeseqbroy6peum 55 24 an an DT work_sgdejolmezfsfeseqbroy6peum 55 25 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 55 26 restart restart NN work_sgdejolmezfsfeseqbroy6peum 55 27 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 55 28 based base VBN work_sgdejolmezfsfeseqbroy6peum 55 29 on on IN work_sgdejolmezfsfeseqbroy6peum 55 30 shift shift NN work_sgdejolmezfsfeseqbroy6peum 55 31 mutations mutation NNS work_sgdejolmezfsfeseqbroy6peum 55 32 . . . work_sgdejolmezfsfeseqbroy6peum 56 1 The the DT work_sgdejolmezfsfeseqbroy6peum 56 2 author author NN work_sgdejolmezfsfeseqbroy6peum 56 3 slightly slightly RB work_sgdejolmezfsfeseqbroy6peum 56 4 improved improve VBD work_sgdejolmezfsfeseqbroy6peum 56 5 the the DT work_sgdejolmezfsfeseqbroy6peum 56 6 clas- clas- JJ work_sgdejolmezfsfeseqbroy6peum 56 7 sic sic NN work_sgdejolmezfsfeseqbroy6peum 56 8 scheme scheme NN work_sgdejolmezfsfeseqbroy6peum 56 9 of of IN work_sgdejolmezfsfeseqbroy6peum 56 10 a a DT work_sgdejolmezfsfeseqbroy6peum 56 11 uniform uniform NN work_sgdejolmezfsfeseqbroy6peum 56 12 like like IN work_sgdejolmezfsfeseqbroy6peum 56 13 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 56 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 56 15 ULX ULX NNP work_sgdejolmezfsfeseqbroy6peum 56 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 56 17 to to TO work_sgdejolmezfsfeseqbroy6peum 56 18 get get VB work_sgdejolmezfsfeseqbroy6peum 56 19 a a DT work_sgdejolmezfsfeseqbroy6peum 56 20 new new JJ work_sgdejolmezfsfeseqbroy6peum 56 21 optimized optimize VBN work_sgdejolmezfsfeseqbroy6peum 56 22 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 56 23 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 56 24 OX OX NNP work_sgdejolmezfsfeseqbroy6peum 56 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 56 26 . . . work_sgdejolmezfsfeseqbroy6peum 57 1 The the DT work_sgdejolmezfsfeseqbroy6peum 57 2 optimized optimized JJ work_sgdejolmezfsfeseqbroy6peum 57 3 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 57 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 57 5 a a DT work_sgdejolmezfsfeseqbroy6peum 57 6 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 57 7 that that WDT work_sgdejolmezfsfeseqbroy6peum 57 8 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 57 9 a a DT work_sgdejolmezfsfeseqbroy6peum 57 10 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 57 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 57 12 ULX ULX NNP work_sgdejolmezfsfeseqbroy6peum 57 13 and and CC work_sgdejolmezfsfeseqbroy6peum 57 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 57 15 b b NN work_sgdejolmezfsfeseqbroy6peum 57 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 57 17 produces produce VBZ work_sgdejolmezfsfeseqbroy6peum 57 18 a a DT work_sgdejolmezfsfeseqbroy6peum 57 19 child child NN work_sgdejolmezfsfeseqbroy6peum 57 20 that that WDT work_sgdejolmezfsfeseqbroy6peum 57 21 has have VBZ work_sgdejolmezfsfeseqbroy6peum 57 22 the the DT work_sgdejolmezfsfeseqbroy6peum 57 23 best good JJS work_sgdejolmezfsfeseqbroy6peum 57 24 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 57 25 value value NN work_sgdejolmezfsfeseqbroy6peum 57 26 among among IN work_sgdejolmezfsfeseqbroy6peum 57 27 the the DT work_sgdejolmezfsfeseqbroy6peum 57 28 children child NNS work_sgdejolmezfsfeseqbroy6peum 57 29 created create VBN work_sgdejolmezfsfeseqbroy6peum 57 30 by by IN work_sgdejolmezfsfeseqbroy6peum 57 31 M M NNP work_sgdejolmezfsfeseqbroy6peum 57 32 runs run NNS work_sgdejolmezfsfeseqbroy6peum 57 33 of of IN work_sgdejolmezfsfeseqbroy6peum 57 34 ULX ULX NNP work_sgdejolmezfsfeseqbroy6peum 57 35 . . . work_sgdejolmezfsfeseqbroy6peum 58 1 The the DT work_sgdejolmezfsfeseqbroy6peum 58 2 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 58 3 is be VBZ work_sgdejolmezfsfeseqbroy6peum 58 4 then then RB work_sgdejolmezfsfeseqbroy6peum 58 5 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 58 6 with with IN work_sgdejolmezfsfeseqbroy6peum 58 7 a a DT work_sgdejolmezfsfeseqbroy6peum 58 8 local local JJ work_sgdejolmezfsfeseqbroy6peum 58 9 search search NN work_sgdejolmezfsfeseqbroy6peum 58 10 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 58 11 , , , work_sgdejolmezfsfeseqbroy6peum 58 12 based base VBN work_sgdejolmezfsfeseqbroy6peum 58 13 on on IN work_sgdejolmezfsfeseqbroy6peum 58 14 the the DT work_sgdejolmezfsfeseqbroy6peum 58 15 swap swap NN work_sgdejolmezfsfeseqbroy6peum 58 16 neighborhood neighborhood NN work_sgdejolmezfsfeseqbroy6peum 58 17 , , , work_sgdejolmezfsfeseqbroy6peum 58 18 which which WDT work_sgdejolmezfsfeseqbroy6peum 58 19 contains contain VBZ work_sgdejolmezfsfeseqbroy6peum 58 20 a a DT work_sgdejolmezfsfeseqbroy6peum 58 21 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 58 22 search search NN work_sgdejolmezfsfeseqbroy6peum 58 23 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 58 24 and and CC work_sgdejolmezfsfeseqbroy6peum 58 25 a a DT work_sgdejolmezfsfeseqbroy6peum 58 26 so- so- JJ work_sgdejolmezfsfeseqbroy6peum 58 27 lution lution NN work_sgdejolmezfsfeseqbroy6peum 58 28 reconstruction reconstruction NN work_sgdejolmezfsfeseqbroy6peum 58 29 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 58 30 . . . work_sgdejolmezfsfeseqbroy6peum 59 1 The the DT work_sgdejolmezfsfeseqbroy6peum 59 2 reconstruction reconstruction NN work_sgdejolmezfsfeseqbroy6peum 59 3 is be VBZ work_sgdejolmezfsfeseqbroy6peum 59 4 achieved achieve VBN work_sgdejolmezfsfeseqbroy6peum 59 5 by by IN work_sgdejolmezfsfeseqbroy6peum 59 6 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 59 7 a a DT work_sgdejolmezfsfeseqbroy6peum 59 8 number number NN work_sgdejolmezfsfeseqbroy6peum 59 9 µ µ NN work_sgdejolmezfsfeseqbroy6peum 59 10 of of IN work_sgdejolmezfsfeseqbroy6peum 59 11 random random JJ work_sgdejolmezfsfeseqbroy6peum 59 12 swaps swap NNS work_sgdejolmezfsfeseqbroy6peum 59 13 , , , work_sgdejolmezfsfeseqbroy6peum 59 14 where where WRB work_sgdejolmezfsfeseqbroy6peum 59 15 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 59 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 59 17 varied varied JJ work_sgdejolmezfsfeseqbroy6peum 59 18 according accord VBG work_sgdejolmezfsfeseqbroy6peum 59 19 to to IN work_sgdejolmezfsfeseqbroy6peum 59 20 the the DT work_sgdejolmezfsfeseqbroy6peum 59 21 instance instance NN work_sgdejolmezfsfeseqbroy6peum 59 22 size size NN work_sgdejolmezfsfeseqbroy6peum 59 23 . . . work_sgdejolmezfsfeseqbroy6peum 60 1 Once once IN work_sgdejolmezfsfeseqbroy6peum 60 2 convergence convergence NN work_sgdejolmezfsfeseqbroy6peum 60 3 of of IN work_sgdejolmezfsfeseqbroy6peum 60 4 the the DT work_sgdejolmezfsfeseqbroy6peum 60 5 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 60 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 60 7 observed observe VBN work_sgdejolmezfsfeseqbroy6peum 60 8 , , , work_sgdejolmezfsfeseqbroy6peum 60 9 all all PDT work_sgdejolmezfsfeseqbroy6peum 60 10 the the DT work_sgdejolmezfsfeseqbroy6peum 60 11 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 60 12 but but CC work_sgdejolmezfsfeseqbroy6peum 60 13 the the DT work_sgdejolmezfsfeseqbroy6peum 60 14 best good JJS work_sgdejolmezfsfeseqbroy6peum 60 15 undergo undergo VBP work_sgdejolmezfsfeseqbroy6peum 60 16 the the DT work_sgdejolmezfsfeseqbroy6peum 60 17 shift shift NN work_sgdejolmezfsfeseqbroy6peum 60 18 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 60 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 60 20 SM SM NNP work_sgdejolmezfsfeseqbroy6peum 60 21 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 60 22 , , , work_sgdejolmezfsfeseqbroy6peum 60 23 which which WDT work_sgdejolmezfsfeseqbroy6peum 60 24 simply simply RB work_sgdejolmezfsfeseqbroy6peum 60 25 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 60 26 in in IN work_sgdejolmezfsfeseqbroy6peum 60 27 shifting shift VBG work_sgdejolmezfsfeseqbroy6peum 60 28 all all PDT work_sgdejolmezfsfeseqbroy6peum 60 29 the the DT work_sgdejolmezfsfeseqbroy6peum 60 30 items item NNS work_sgdejolmezfsfeseqbroy6peum 60 31 in in IN work_sgdejolmezfsfeseqbroy6peum 60 32 a a DT work_sgdejolmezfsfeseqbroy6peum 60 33 wrap wrap VB work_sgdejolmezfsfeseqbroy6peum 60 34 - - HYPH work_sgdejolmezfsfeseqbroy6peum 60 35 around around RP work_sgdejolmezfsfeseqbroy6peum 60 36 fashion fashion NN work_sgdejolmezfsfeseqbroy6peum 60 37 by by IN work_sgdejolmezfsfeseqbroy6peum 60 38 a a DT work_sgdejolmezfsfeseqbroy6peum 60 39 predefined predefine VBN work_sgdejolmezfsfeseqbroy6peum 60 40 number number NN work_sgdejolmezfsfeseqbroy6peum 60 41 of of IN work_sgdejolmezfsfeseqbroy6peum 60 42 positions position NNS work_sgdejolmezfsfeseqbroy6peum 60 43 . . . work_sgdejolmezfsfeseqbroy6peum 61 1 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 61 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 61 3 one one CD work_sgdejolmezfsfeseqbroy6peum 61 4 of of IN work_sgdejolmezfsfeseqbroy6peum 61 5 the the DT work_sgdejolmezfsfeseqbroy6peum 61 6 best well RBS work_sgdejolmezfsfeseqbroy6peum 61 7 - - HYPH work_sgdejolmezfsfeseqbroy6peum 61 8 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 61 9 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 61 10 for for IN work_sgdejolmezfsfeseqbroy6peum 61 11 the the DT work_sgdejolmezfsfeseqbroy6peum 61 12 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 61 13 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 61 14 and and CC work_sgdejolmezfsfeseqbroy6peum 61 15 real real JJ work_sgdejolmezfsfeseqbroy6peum 61 16 - - HYPH work_sgdejolmezfsfeseqbroy6peum 61 17 life life NN work_sgdejolmezfsfeseqbroy6peum 61 18 like like IN work_sgdejolmezfsfeseqbroy6peum 61 19 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 61 20 and and CC work_sgdejolmezfsfeseqbroy6peum 61 21 is be VBZ work_sgdejolmezfsfeseqbroy6peum 61 22 used use VBN work_sgdejolmezfsfeseqbroy6peum 61 23 as as IN work_sgdejolmezfsfeseqbroy6peum 61 24 one one CD work_sgdejolmezfsfeseqbroy6peum 61 25 of of IN work_sgdejolmezfsfeseqbroy6peum 61 26 the the DT work_sgdejolmezfsfeseqbroy6peum 61 27 references reference NNS work_sgdejolmezfsfeseqbroy6peum 61 28 in in IN work_sgdejolmezfsfeseqbroy6peum 61 29 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 61 30 comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 61 31 study study NN work_sgdejolmezfsfeseqbroy6peum 61 32 . . . work_sgdejolmezfsfeseqbroy6peum 62 1 Drezner drezner NN work_sgdejolmezfsfeseqbroy6peum 62 2 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 62 3 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 62 4 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 62 5 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 62 6 extensive extensive JJ work_sgdejolmezfsfeseqbroy6peum 62 7 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 62 8 experiments experiment NNS work_sgdejolmezfsfeseqbroy6peum 62 9 on on IN work_sgdejolmezfsfeseqbroy6peum 62 10 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 62 11 using use VBG work_sgdejolmezfsfeseqbroy6peum 62 12 various various JJ work_sgdejolmezfsfeseqbroy6peum 62 13 variants variant NNS work_sgdejolmezfsfeseqbroy6peum 62 14 of of IN work_sgdejolmezfsfeseqbroy6peum 62 15 a a DT work_sgdejolmezfsfeseqbroy6peum 62 16 hybrid hybrid JJ work_sgdejolmezfsfeseqbroy6peum 62 17 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 62 18 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 62 19 . . . work_sgdejolmezfsfeseqbroy6peum 63 1 The the DT work_sgdejolmezfsfeseqbroy6peum 63 2 author author NN work_sgdejolmezfsfeseqbroy6peum 63 3 compared compare VBD work_sgdejolmezfsfeseqbroy6peum 63 4 the the DT work_sgdejolmezfsfeseqbroy6peum 63 5 modi- modi- NN work_sgdejolmezfsfeseqbroy6peum 63 6 fied fie VBD work_sgdejolmezfsfeseqbroy6peum 63 7 robust robust JJ work_sgdejolmezfsfeseqbroy6peum 63 8 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 63 9 search search NN work_sgdejolmezfsfeseqbroy6peum 63 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 63 11 MRT MRT NNP work_sgdejolmezfsfeseqbroy6peum 63 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 63 13 and and CC work_sgdejolmezfsfeseqbroy6peum 63 14 the the DT work_sgdejolmezfsfeseqbroy6peum 63 15 simple simple JJ work_sgdejolmezfsfeseqbroy6peum 63 16 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 63 17 search search NN work_sgdejolmezfsfeseqbroy6peum 63 18 as as IN work_sgdejolmezfsfeseqbroy6peum 63 19 local local JJ work_sgdejolmezfsfeseqbroy6peum 63 20 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 63 21 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 63 22 combined combine VBN work_sgdejolmezfsfeseqbroy6peum 63 23 with with IN work_sgdejolmezfsfeseqbroy6peum 63 24 a a DT work_sgdejolmezfsfeseqbroy6peum 63 25 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 63 26 operator operator NN work_sgdejolmezfsfeseqbroy6peum 63 27 . . . work_sgdejolmezfsfeseqbroy6peum 64 1 Moreover moreover RB work_sgdejolmezfsfeseqbroy6peum 64 2 , , , work_sgdejolmezfsfeseqbroy6peum 64 3 different different JJ work_sgdejolmezfsfeseqbroy6peum 64 4 parent parent NN work_sgdejolmezfsfeseqbroy6peum 64 5 selec- selec- NN work_sgdejolmezfsfeseqbroy6peum 64 6 tion tion NN work_sgdejolmezfsfeseqbroy6peum 64 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 64 8 distance distance NN work_sgdejolmezfsfeseqbroy6peum 64 9 modification modification NN work_sgdejolmezfsfeseqbroy6peum 64 10 , , , work_sgdejolmezfsfeseqbroy6peum 64 11 gender gender NN work_sgdejolmezfsfeseqbroy6peum 64 12 modification modification NN work_sgdejolmezfsfeseqbroy6peum 64 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 64 14 and and CC work_sgdejolmezfsfeseqbroy6peum 64 15 pool pool NN work_sgdejolmezfsfeseqbroy6peum 64 16 updating updating NN work_sgdejolmezfsfeseqbroy6peum 64 17 strategies strategy NNS work_sgdejolmezfsfeseqbroy6peum 64 18 were be VBD work_sgdejolmezfsfeseqbroy6peum 64 19 tested test VBN work_sgdejolmezfsfeseqbroy6peum 64 20 . . . work_sgdejolmezfsfeseqbroy6peum 65 1 The the DT work_sgdejolmezfsfeseqbroy6peum 65 2 best good JJS work_sgdejolmezfsfeseqbroy6peum 65 3 version version NN work_sgdejolmezfsfeseqbroy6peum 65 4 of of IN work_sgdejolmezfsfeseqbroy6peum 65 5 the the DT work_sgdejolmezfsfeseqbroy6peum 65 6 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 65 7 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 65 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 65 9 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 65 10 which which WDT work_sgdejolmezfsfeseqbroy6peum 65 11 inte- inte- NNP work_sgdejolmezfsfeseqbroy6peum 65 12 grates grate VBZ work_sgdejolmezfsfeseqbroy6peum 65 13 the the DT work_sgdejolmezfsfeseqbroy6peum 65 14 modified modify VBN work_sgdejolmezfsfeseqbroy6peum 65 15 robust robust JJ work_sgdejolmezfsfeseqbroy6peum 65 16 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 65 17 search search NN work_sgdejolmezfsfeseqbroy6peum 65 18 MRT MRT NNP work_sgdejolmezfsfeseqbroy6peum 65 19 for for IN work_sgdejolmezfsfeseqbroy6peum 65 20 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 65 21 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 65 22 . . . work_sgdejolmezfsfeseqbroy6peum 66 1 MRT MRT NNP work_sgdejolmezfsfeseqbroy6peum 66 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 66 3 identical identical JJ work_sgdejolmezfsfeseqbroy6peum 66 4 to to IN work_sgdejolmezfsfeseqbroy6peum 66 5 the the DT work_sgdejolmezfsfeseqbroy6peum 66 6 robust robust JJ work_sgdejolmezfsfeseqbroy6peum 66 7 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 66 8 search search NN work_sgdejolmezfsfeseqbroy6peum 66 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 66 10 RTS RTS NNP work_sgdejolmezfsfeseqbroy6peum 66 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 66 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 66 13 Taillard Taillard NNP work_sgdejolmezfsfeseqbroy6peum 66 14 , , , work_sgdejolmezfsfeseqbroy6peum 66 15 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 66 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 66 17 except except IN work_sgdejolmezfsfeseqbroy6peum 66 18 that that IN work_sgdejolmezfsfeseqbroy6peum 66 19 the the DT work_sgdejolmezfsfeseqbroy6peum 66 20 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 66 21 tenure tenure NN work_sgdejolmezfsfeseqbroy6peum 66 22 is be VBZ work_sgdejolmezfsfeseqbroy6peum 66 23 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 66 24 in in IN work_sgdejolmezfsfeseqbroy6peum 66 25 [ [ -LRB- work_sgdejolmezfsfeseqbroy6peum 66 26 0.2n 0.2n CD work_sgdejolmezfsfeseqbroy6peum 66 27 , , , work_sgdejolmezfsfeseqbroy6peum 66 28 1.8n 1.8n LS work_sgdejolmezfsfeseqbroy6peum 66 29 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 66 30 rather rather RB work_sgdejolmezfsfeseqbroy6peum 66 31 than than IN work_sgdejolmezfsfeseqbroy6peum 66 32 in in IN work_sgdejolmezfsfeseqbroy6peum 66 33 [ [ -LRB- work_sgdejolmezfsfeseqbroy6peum 66 34 0.9n 0.9n CD work_sgdejolmezfsfeseqbroy6peum 66 35 , , , work_sgdejolmezfsfeseqbroy6peum 66 36 1.1n 1.1n CD work_sgdejolmezfsfeseqbroy6peum 66 37 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 66 38 . . . work_sgdejolmezfsfeseqbroy6peum 67 1 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 67 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 67 3 the the DT work_sgdejolmezfsfeseqbroy6peum 67 4 best well RBS work_sgdejolmezfsfeseqbroy6peum 67 5 - - HYPH work_sgdejolmezfsfeseqbroy6peum 67 6 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 67 7 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 67 8 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 67 9 for for IN work_sgdejolmezfsfeseqbroy6peum 67 10 the the DT work_sgdejolmezfsfeseqbroy6peum 67 11 grid grid NN work_sgdejolmezfsfeseqbroy6peum 67 12 - - HYPH work_sgdejolmezfsfeseqbroy6peum 67 13 based base VBN work_sgdejolmezfsfeseqbroy6peum 67 14 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 67 15 and and CC work_sgdejolmezfsfeseqbroy6peum 67 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 67 17 used use VBN work_sgdejolmezfsfeseqbroy6peum 67 18 as as IN work_sgdejolmezfsfeseqbroy6peum 67 19 another another DT work_sgdejolmezfsfeseqbroy6peum 67 20 reference reference NN work_sgdejolmezfsfeseqbroy6peum 67 21 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 67 22 in in IN work_sgdejolmezfsfeseqbroy6peum 67 23 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 67 24 comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 67 25 study study NN work_sgdejolmezfsfeseqbroy6peum 67 26 . . . work_sgdejolmezfsfeseqbroy6peum 68 1 Population population NN work_sgdejolmezfsfeseqbroy6peum 68 2 - - HYPH work_sgdejolmezfsfeseqbroy6peum 68 3 based base VBN work_sgdejolmezfsfeseqbroy6peum 68 4 Iterated Iterated NNP work_sgdejolmezfsfeseqbroy6peum 68 5 Local Local NNP work_sgdejolmezfsfeseqbroy6peum 68 6 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 68 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 68 8 PILS PILS NNP work_sgdejolmezfsfeseqbroy6peum 68 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 68 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 68 11 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 68 12 , , , work_sgdejolmezfsfeseqbroy6peum 68 13 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 68 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 68 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 68 16 another another DT work_sgdejolmezfsfeseqbroy6peum 68 17 highly highly RB work_sgdejolmezfsfeseqbroy6peum 68 18 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 68 19 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 68 20 . . . work_sgdejolmezfsfeseqbroy6peum 69 1 The the DT work_sgdejolmezfsfeseqbroy6peum 69 2 underlying underlie VBG work_sgdejolmezfsfeseqbroy6peum 69 3 iterated iterated JJ work_sgdejolmezfsfeseqbroy6peum 69 4 local local JJ work_sgdejolmezfsfeseqbroy6peum 69 5 search search NN work_sgdejolmezfsfeseqbroy6peum 69 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 69 7 ILS ILS NNP work_sgdejolmezfsfeseqbroy6peum 69 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 69 9 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 69 10 starts start VBZ work_sgdejolmezfsfeseqbroy6peum 69 11 from from IN work_sgdejolmezfsfeseqbroy6peum 69 12 a a DT work_sgdejolmezfsfeseqbroy6peum 69 13 random random JJ work_sgdejolmezfsfeseqbroy6peum 69 14 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 69 15 , , , work_sgdejolmezfsfeseqbroy6peum 69 16 and and CC work_sgdejolmezfsfeseqbroy6peum 69 17 applies apply VBZ work_sgdejolmezfsfeseqbroy6peum 69 18 a a DT work_sgdejolmezfsfeseqbroy6peum 69 19 first first JJ work_sgdejolmezfsfeseqbroy6peum 69 20 - - HYPH work_sgdejolmezfsfeseqbroy6peum 69 21 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 69 22 local local JJ work_sgdejolmezfsfeseqbroy6peum 69 23 search search NN work_sgdejolmezfsfeseqbroy6peum 69 24 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 69 25 based base VBN work_sgdejolmezfsfeseqbroy6peum 69 26 on on IN work_sgdejolmezfsfeseqbroy6peum 69 27 the the DT work_sgdejolmezfsfeseqbroy6peum 69 28 2-opt 2-opt NNP work_sgdejolmezfsfeseqbroy6peum 69 29 neighborhood neighborhood NN work_sgdejolmezfsfeseqbroy6peum 69 30 . . . work_sgdejolmezfsfeseqbroy6peum 70 1 To to TO work_sgdejolmezfsfeseqbroy6peum 70 2 speed speed VB work_sgdejolmezfsfeseqbroy6peum 70 3 up up RP work_sgdejolmezfsfeseqbroy6peum 70 4 the the DT work_sgdejolmezfsfeseqbroy6peum 70 5 search search NN work_sgdejolmezfsfeseqbroy6peum 70 6 process process NN work_sgdejolmezfsfeseqbroy6peum 70 7 , , , work_sgdejolmezfsfeseqbroy6peum 70 8 the the DT work_sgdejolmezfsfeseqbroy6peum 70 9 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 70 10 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 70 11 the the DT work_sgdejolmezfsfeseqbroy6peum 70 12 do do VBP work_sgdejolmezfsfeseqbroy6peum 70 13 n’t not RB work_sgdejolmezfsfeseqbroy6peum 70 14 look look VB work_sgdejolmezfsfeseqbroy6peum 70 15 bit bit NN work_sgdejolmezfsfeseqbroy6peum 70 16 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 70 17 , , , work_sgdejolmezfsfeseqbroy6peum 70 18 previously previously RB work_sgdejolmezfsfeseqbroy6peum 70 19 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 70 20 to to TO work_sgdejolmezfsfeseqbroy6peum 70 21 accelerate accelerate VB work_sgdejolmezfsfeseqbroy6peum 70 22 local local JJ work_sgdejolmezfsfeseqbroy6peum 70 23 search search NN work_sgdejolmezfsfeseqbroy6peum 70 24 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 70 25 for for IN work_sgdejolmezfsfeseqbroy6peum 70 26 TSP TSP NNP work_sgdejolmezfsfeseqbroy6peum 70 27 . . . work_sgdejolmezfsfeseqbroy6peum 71 1 Once once IN work_sgdejolmezfsfeseqbroy6peum 71 2 a a DT work_sgdejolmezfsfeseqbroy6peum 71 3 local local JJ work_sgdejolmezfsfeseqbroy6peum 71 4 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 71 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 71 6 reached reach VBN work_sgdejolmezfsfeseqbroy6peum 71 7 , , , work_sgdejolmezfsfeseqbroy6peum 71 8 ILS ILS NNP work_sgdejolmezfsfeseqbroy6peum 71 9 applies apply VBZ work_sgdejolmezfsfeseqbroy6peum 71 10 a a DT work_sgdejolmezfsfeseqbroy6peum 71 11 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 71 12 that that WDT work_sgdejolmezfsfeseqbroy6peum 71 13 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 71 14 of of IN work_sgdejolmezfsfeseqbroy6peum 71 15 exchanging exchange VBG work_sgdejolmezfsfeseqbroy6peum 71 16 k k XX work_sgdejolmezfsfeseqbroy6peum 71 17 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 71 18 chosen choose VBN work_sgdejolmezfsfeseqbroy6peum 71 19 items item NNS work_sgdejolmezfsfeseqbroy6peum 71 20 , , , work_sgdejolmezfsfeseqbroy6peum 71 21 where where WRB work_sgdejolmezfsfeseqbroy6peum 71 22 k k NNP work_sgdejolmezfsfeseqbroy6peum 71 23 is be VBZ work_sgdejolmezfsfeseqbroy6peum 71 24 varied varied JJ work_sgdejolmezfsfeseqbroy6peum 71 25 between between IN work_sgdejolmezfsfeseqbroy6peum 71 26 kmin kmin NNP work_sgdejolmezfsfeseqbroy6peum 71 27 and and CC work_sgdejolmezfsfeseqbroy6peum 71 28 kmax kmax NNP work_sgdejolmezfsfeseqbroy6peum 71 29 . . . work_sgdejolmezfsfeseqbroy6peum 72 1 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 72 2 extends extend VBZ work_sgdejolmezfsfeseqbroy6peum 72 3 the the DT work_sgdejolmezfsfeseqbroy6peum 72 4 described describe VBN work_sgdejolmezfsfeseqbroy6peum 72 5 ILS ILS NNP work_sgdejolmezfsfeseqbroy6peum 72 6 to to IN work_sgdejolmezfsfeseqbroy6peum 72 7 a a DT work_sgdejolmezfsfeseqbroy6peum 72 8 population population NN work_sgdejolmezfsfeseqbroy6peum 72 9 - - HYPH work_sgdejolmezfsfeseqbroy6peum 72 10 based base VBN work_sgdejolmezfsfeseqbroy6peum 72 11 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 72 12 where where WRB work_sgdejolmezfsfeseqbroy6peum 72 13 no no DT work_sgdejolmezfsfeseqbroy6peum 72 14 interaction interaction NN work_sgdejolmezfsfeseqbroy6peum 72 15 between between IN work_sgdejolmezfsfeseqbroy6peum 72 16 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 72 17 takes take VBZ work_sgdejolmezfsfeseqbroy6peum 72 18 place place NN work_sgdejolmezfsfeseqbroy6peum 72 19 , , , work_sgdejolmezfsfeseqbroy6peum 72 20 and and CC work_sgdejolmezfsfeseqbroy6peum 72 21 each each DT work_sgdejolmezfsfeseqbroy6peum 72 22 single single JJ work_sgdejolmezfsfeseqbroy6peum 72 23 solution solution NN work_sgdejolmezfsfeseqbroy6peum 72 24 is be VBZ work_sgdejolmezfsfeseqbroy6peum 72 25 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 72 26 by by IN work_sgdejolmezfsfeseqbroy6peum 72 27 the the DT work_sgdejolmezfsfeseqbroy6peum 72 28 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 72 29 ILS ILS NNP work_sgdejolmezfsfeseqbroy6peum 72 30 . . . work_sgdejolmezfsfeseqbroy6peum 73 1 In in IN work_sgdejolmezfsfeseqbroy6peum 73 2 the the DT work_sgdejolmezfsfeseqbroy6peum 73 3 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 73 4 PILS PILS NNP work_sgdejolmezfsfeseqbroy6peum 73 5 , , , work_sgdejolmezfsfeseqbroy6peum 73 6 the the DT work_sgdejolmezfsfeseqbroy6peum 73 7 population population NN work_sgdejolmezfsfeseqbroy6peum 73 8 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 73 9 of of IN work_sgdejolmezfsfeseqbroy6peum 73 10 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 73 11 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 73 12 and and CC work_sgdejolmezfsfeseqbroy6peum 73 13 in in IN work_sgdejolmezfsfeseqbroy6peum 73 14 each each DT work_sgdejolmezfsfeseqbroy6peum 73 15 iteration iteration NN work_sgdejolmezfsfeseqbroy6peum 73 16 λ λ DT work_sgdejolmezfsfeseqbroy6peum 73 17 new new JJ work_sgdejolmezfsfeseqbroy6peum 73 18 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 73 19 are be VBP work_sgdejolmezfsfeseqbroy6peum 73 20 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 73 21 . . . work_sgdejolmezfsfeseqbroy6peum 74 1 A a DT work_sgdejolmezfsfeseqbroy6peum 74 2 selection selection NN work_sgdejolmezfsfeseqbroy6peum 74 3 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 74 4 , , , work_sgdejolmezfsfeseqbroy6peum 74 5 based base VBN work_sgdejolmezfsfeseqbroy6peum 74 6 both both CC work_sgdejolmezfsfeseqbroy6peum 74 7 on on IN work_sgdejolmezfsfeseqbroy6peum 74 8 quality quality NN work_sgdejolmezfsfeseqbroy6peum 74 9 and and CC work_sgdejolmezfsfeseqbroy6peum 74 10 distance distance NN work_sgdejolmezfsfeseqbroy6peum 74 11 between between IN work_sgdejolmezfsfeseqbroy6peum 74 12 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 74 13 , , , work_sgdejolmezfsfeseqbroy6peum 74 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 74 15 then then RB work_sgdejolmezfsfeseqbroy6peum 74 16 employed employ VBN work_sgdejolmezfsfeseqbroy6peum 74 17 to to TO work_sgdejolmezfsfeseqbroy6peum 74 18 form form VB work_sgdejolmezfsfeseqbroy6peum 74 19 a a DT work_sgdejolmezfsfeseqbroy6peum 74 20 new new JJ work_sgdejolmezfsfeseqbroy6peum 74 21 population population NN work_sgdejolmezfsfeseqbroy6peum 74 22 of of IN work_sgdejolmezfsfeseqbroy6peum 74 23 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 74 24 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 74 25 from from IN work_sgdejolmezfsfeseqbroy6peum 74 26 the the DT work_sgdejolmezfsfeseqbroy6peum 74 27 set set NN work_sgdejolmezfsfeseqbroy6peum 74 28 of of IN work_sgdejolmezfsfeseqbroy6peum 74 29 µ µ NN work_sgdejolmezfsfeseqbroy6peum 74 30 + + CC work_sgdejolmezfsfeseqbroy6peum 74 31 λ λ NN work_sgdejolmezfsfeseqbroy6peum 74 32 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 74 33 . . . work_sgdejolmezfsfeseqbroy6peum 75 1 4 4 LS work_sgdejolmezfsfeseqbroy6peum 75 2 Cooperative cooperative JJ work_sgdejolmezfsfeseqbroy6peum 75 3 parallel parallel JJ work_sgdejolmezfsfeseqbroy6peum 75 4 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 75 5 search search NN work_sgdejolmezfsfeseqbroy6peum 75 6 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 75 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 75 8 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 75 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 75 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 75 11 James James NNP work_sgdejolmezfsfeseqbroy6peum 75 12 , , , work_sgdejolmezfsfeseqbroy6peum 75 13 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 75 14 , , , work_sgdejolmezfsfeseqbroy6peum 75 15 & & CC work_sgdejolmezfsfeseqbroy6peum 75 16 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 75 17 , , , work_sgdejolmezfsfeseqbroy6peum 75 18 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 75 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 75 20 executes execute NNS work_sgdejolmezfsfeseqbroy6peum 75 21 in in IN work_sgdejolmezfsfeseqbroy6peum 75 22 parallel parallel JJ work_sgdejolmezfsfeseqbroy6peum 75 23 several several JJ work_sgdejolmezfsfeseqbroy6peum 75 24 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 75 25 search search NN work_sgdejolmezfsfeseqbroy6peum 75 26 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 75 27 TS TS NNP work_sgdejolmezfsfeseqbroy6peum 75 28 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 75 29 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 75 30 on on IN work_sgdejolmezfsfeseqbroy6peum 75 31 multiple multiple JJ work_sgdejolmezfsfeseqbroy6peum 75 32 pro- pro- NN work_sgdejolmezfsfeseqbroy6peum 75 33 cessors cessor NNS work_sgdejolmezfsfeseqbroy6peum 75 34 . . . work_sgdejolmezfsfeseqbroy6peum 76 1 The the DT work_sgdejolmezfsfeseqbroy6peum 76 2 TS TS NNP work_sgdejolmezfsfeseqbroy6peum 76 3 operator operator NN work_sgdejolmezfsfeseqbroy6peum 76 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 76 5 a a DT work_sgdejolmezfsfeseqbroy6peum 76 6 modified modify VBN work_sgdejolmezfsfeseqbroy6peum 76 7 version version NN work_sgdejolmezfsfeseqbroy6peum 76 8 of of IN work_sgdejolmezfsfeseqbroy6peum 76 9 Taillard Taillard NNP work_sgdejolmezfsfeseqbroy6peum 76 10 ’s ’s NNP work_sgdejolmezfsfeseqbroy6peum 76 11 RTS RTS NNP work_sgdejolmezfsfeseqbroy6peum 76 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 76 13 Taillard Taillard NNP work_sgdejolmezfsfeseqbroy6peum 76 14 , , , work_sgdejolmezfsfeseqbroy6peum 76 15 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 76 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 76 17 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 76 18 by by IN work_sgdejolmezfsfeseqbroy6peum 76 19 changing change VBG work_sgdejolmezfsfeseqbroy6peum 76 20 the the DT work_sgdejolmezfsfeseqbroy6peum 76 21 stopping stop VBG work_sgdejolmezfsfeseqbroy6peum 76 22 criterion criterion NN work_sgdejolmezfsfeseqbroy6peum 76 23 and and CC work_sgdejolmezfsfeseqbroy6peum 76 24 the the DT work_sgdejolmezfsfeseqbroy6peum 76 25 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 76 26 tenure tenure NN work_sgdejolmezfsfeseqbroy6peum 76 27 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 76 28 for for IN work_sgdejolmezfsfeseqbroy6peum 76 29 each each DT work_sgdejolmezfsfeseqbroy6peum 76 30 processor processor NN work_sgdejolmezfsfeseqbroy6peum 76 31 participating participate VBG work_sgdejolmezfsfeseqbroy6peum 76 32 in in IN work_sgdejolmezfsfeseqbroy6peum 76 33 the the DT work_sgdejolmezfsfeseqbroy6peum 76 34 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 76 35 . . . work_sgdejolmezfsfeseqbroy6peum 77 1 In in IN work_sgdejolmezfsfeseqbroy6peum 77 2 order order NN work_sgdejolmezfsfeseqbroy6peum 77 3 to to TO work_sgdejolmezfsfeseqbroy6peum 77 4 accomplish accomplish VB work_sgdejolmezfsfeseqbroy6peum 77 5 coopera- coopera- NN work_sgdejolmezfsfeseqbroy6peum 77 6 tion tion NN work_sgdejolmezfsfeseqbroy6peum 77 7 between between IN work_sgdejolmezfsfeseqbroy6peum 77 8 TS TS NNP work_sgdejolmezfsfeseqbroy6peum 77 9 processes process NNS work_sgdejolmezfsfeseqbroy6peum 77 10 , , , work_sgdejolmezfsfeseqbroy6peum 77 11 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 77 12 maintains maintain VBZ work_sgdejolmezfsfeseqbroy6peum 77 13 a a DT work_sgdejolmezfsfeseqbroy6peum 77 14 global global JJ work_sgdejolmezfsfeseqbroy6peum 77 15 reference reference NN work_sgdejolmezfsfeseqbroy6peum 77 16 set set NN work_sgdejolmezfsfeseqbroy6peum 77 17 which which WDT work_sgdejolmezfsfeseqbroy6peum 77 18 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 77 19 information information NN work_sgdejolmezfsfeseqbroy6peum 77 20 exchange exchange NN work_sgdejolmezfsfeseqbroy6peum 77 21 to to TO work_sgdejolmezfsfeseqbroy6peum 77 22 promote promote VB work_sgdejolmezfsfeseqbroy6peum 77 23 both both DT work_sgdejolmezfsfeseqbroy6peum 77 24 intensification intensification NN work_sgdejolmezfsfeseqbroy6peum 77 25 and and CC work_sgdejolmezfsfeseqbroy6peum 77 26 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 77 27 in in IN work_sgdejolmezfsfeseqbroy6peum 77 28 a a DT work_sgdejolmezfsfeseqbroy6peum 77 29 parallel parallel JJ work_sgdejolmezfsfeseqbroy6peum 77 30 environment environment NN work_sgdejolmezfsfeseqbroy6peum 77 31 . . . work_sgdejolmezfsfeseqbroy6peum 78 1 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 78 2 globally globally RB work_sgdejolmezfsfeseqbroy6peum 78 3 obtains obtain VBZ work_sgdejolmezfsfeseqbroy6peum 78 4 excellent excellent JJ work_sgdejolmezfsfeseqbroy6peum 78 5 results result NNS work_sgdejolmezfsfeseqbroy6peum 78 6 on on IN work_sgdejolmezfsfeseqbroy6peum 78 7 the the DT work_sgdejolmezfsfeseqbroy6peum 78 8 whole whole JJ work_sgdejolmezfsfeseqbroy6peum 78 9 set set NN work_sgdejolmezfsfeseqbroy6peum 78 10 of of IN work_sgdejolmezfsfeseqbroy6peum 78 11 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 78 12 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 78 13 and and CC work_sgdejolmezfsfeseqbroy6peum 78 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 78 15 used use VBN work_sgdejolmezfsfeseqbroy6peum 78 16 as as IN work_sgdejolmezfsfeseqbroy6peum 78 17 another another DT work_sgdejolmezfsfeseqbroy6peum 78 18 reference reference NN work_sgdejolmezfsfeseqbroy6peum 78 19 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 78 20 in in IN work_sgdejolmezfsfeseqbroy6peum 78 21 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 78 22 comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 78 23 study study NN work_sgdejolmezfsfeseqbroy6peum 78 24 . . . work_sgdejolmezfsfeseqbroy6peum 79 1 Iterated iterate VBN work_sgdejolmezfsfeseqbroy6peum 79 2 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 79 3 search search NN work_sgdejolmezfsfeseqbroy6peum 79 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 79 5 ITS ITS NNP work_sgdejolmezfsfeseqbroy6peum 79 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 79 7 by by IN work_sgdejolmezfsfeseqbroy6peum 79 8 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 79 9 & & CC work_sgdejolmezfsfeseqbroy6peum 79 10 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 79 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 79 12 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 79 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 79 14 follows follow VBZ work_sgdejolmezfsfeseqbroy6peum 79 15 the the DT work_sgdejolmezfsfeseqbroy6peum 79 16 general general JJ work_sgdejolmezfsfeseqbroy6peum 79 17 scheme scheme NN work_sgdejolmezfsfeseqbroy6peum 79 18 of of IN work_sgdejolmezfsfeseqbroy6peum 79 19 the the DT work_sgdejolmezfsfeseqbroy6peum 79 20 iterated iterated JJ work_sgdejolmezfsfeseqbroy6peum 79 21 local local JJ work_sgdejolmezfsfeseqbroy6peum 79 22 search search NN work_sgdejolmezfsfeseqbroy6peum 79 23 metaheuristic metaheuristic JJ work_sgdejolmezfsfeseqbroy6peum 79 24 . . . work_sgdejolmezfsfeseqbroy6peum 80 1 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 80 2 employs employ VBZ work_sgdejolmezfsfeseqbroy6peum 80 3 a a DT work_sgdejolmezfsfeseqbroy6peum 80 4 traditional traditional JJ work_sgdejolmezfsfeseqbroy6peum 80 5 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 80 6 search search NN work_sgdejolmezfsfeseqbroy6peum 80 7 to to TO work_sgdejolmezfsfeseqbroy6peum 80 8 reach reach VB work_sgdejolmezfsfeseqbroy6peum 80 9 local local JJ work_sgdejolmezfsfeseqbroy6peum 80 10 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 80 11 and and CC work_sgdejolmezfsfeseqbroy6peum 80 12 triggers trigger VBZ work_sgdejolmezfsfeseqbroy6peum 80 13 a a DT work_sgdejolmezfsfeseqbroy6peum 80 14 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 80 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 80 16 reconstruction reconstruction NN work_sgdejolmezfsfeseqbroy6peum 80 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 80 18 phase phase NN work_sgdejolmezfsfeseqbroy6peum 80 19 in in IN work_sgdejolmezfsfeseqbroy6peum 80 20 order order NN work_sgdejolmezfsfeseqbroy6peum 80 21 to to TO work_sgdejolmezfsfeseqbroy6peum 80 22 escape escape VB work_sgdejolmezfsfeseqbroy6peum 80 23 the the DT work_sgdejolmezfsfeseqbroy6peum 80 24 attained attained JJ work_sgdejolmezfsfeseqbroy6peum 80 25 local local JJ work_sgdejolmezfsfeseqbroy6peum 80 26 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 80 27 . . . work_sgdejolmezfsfeseqbroy6peum 81 1 The the DT work_sgdejolmezfsfeseqbroy6peum 81 2 “ " `` work_sgdejolmezfsfeseqbroy6peum 81 3 ruined ruin VBN work_sgdejolmezfsfeseqbroy6peum 81 4 ” " '' work_sgdejolmezfsfeseqbroy6peum 81 5 solution solution NN work_sgdejolmezfsfeseqbroy6peum 81 6 becomes become VBZ work_sgdejolmezfsfeseqbroy6peum 81 7 the the DT work_sgdejolmezfsfeseqbroy6peum 81 8 new new JJ work_sgdejolmezfsfeseqbroy6peum 81 9 starting starting NN work_sgdejolmezfsfeseqbroy6peum 81 10 point point NN work_sgdejolmezfsfeseqbroy6peum 81 11 for for IN work_sgdejolmezfsfeseqbroy6peum 81 12 the the DT work_sgdejolmezfsfeseqbroy6peum 81 13 basic basic JJ work_sgdejolmezfsfeseqbroy6peum 81 14 TS TS NNP work_sgdejolmezfsfeseqbroy6peum 81 15 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 81 16 . . . work_sgdejolmezfsfeseqbroy6peum 82 1 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 82 2 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 82 3 a a DT work_sgdejolmezfsfeseqbroy6peum 82 4 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 82 5 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 82 6 which which WDT work_sgdejolmezfsfeseqbroy6peum 82 7 varies vary VBZ work_sgdejolmezfsfeseqbroy6peum 82 8 adaptively adaptively RB work_sgdejolmezfsfeseqbroy6peum 82 9 the the DT work_sgdejolmezfsfeseqbroy6peum 82 10 number number NN work_sgdejolmezfsfeseqbroy6peum 82 11 of of IN work_sgdejolmezfsfeseqbroy6peum 82 12 random random JJ work_sgdejolmezfsfeseqbroy6peum 82 13 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 82 14 moves move NNS work_sgdejolmezfsfeseqbroy6peum 82 15 in in IN work_sgdejolmezfsfeseqbroy6peum 82 16 some some DT work_sgdejolmezfsfeseqbroy6peum 82 17 interval interval NN work_sgdejolmezfsfeseqbroy6peum 82 18 . . . work_sgdejolmezfsfeseqbroy6peum 83 1 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 83 2 obtains obtain NNS work_sgdejolmezfsfeseqbroy6peum 83 3 excellent excellent JJ work_sgdejolmezfsfeseqbroy6peum 83 4 results result NNS work_sgdejolmezfsfeseqbroy6peum 83 5 on on IN work_sgdejolmezfsfeseqbroy6peum 83 6 the the DT work_sgdejolmezfsfeseqbroy6peum 83 7 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 83 8 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 83 9 and and CC work_sgdejolmezfsfeseqbroy6peum 83 10 real real JJ work_sgdejolmezfsfeseqbroy6peum 83 11 - - HYPH work_sgdejolmezfsfeseqbroy6peum 83 12 life life NN work_sgdejolmezfsfeseqbroy6peum 83 13 like like IN work_sgdejolmezfsfeseqbroy6peum 83 14 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 83 15 and and CC work_sgdejolmezfsfeseqbroy6peum 83 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 83 17 used use VBN work_sgdejolmezfsfeseqbroy6peum 83 18 as as IN work_sgdejolmezfsfeseqbroy6peum 83 19 another another DT work_sgdejolmezfsfeseqbroy6peum 83 20 reference reference NN work_sgdejolmezfsfeseqbroy6peum 83 21 in in IN work_sgdejolmezfsfeseqbroy6peum 83 22 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 83 23 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 83 24 . . . work_sgdejolmezfsfeseqbroy6peum 84 1 Compared compare VBN work_sgdejolmezfsfeseqbroy6peum 84 2 to to IN work_sgdejolmezfsfeseqbroy6peum 84 3 the the DT work_sgdejolmezfsfeseqbroy6peum 84 4 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 84 5 studies study NNS work_sgdejolmezfsfeseqbroy6peum 84 6 on on IN work_sgdejolmezfsfeseqbroy6peum 84 7 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 84 8 , , , work_sgdejolmezfsfeseqbroy6peum 84 9 this this DT work_sgdejolmezfsfeseqbroy6peum 84 10 work work NN work_sgdejolmezfsfeseqbroy6peum 84 11 has have VBZ work_sgdejolmezfsfeseqbroy6peum 84 12 the the DT work_sgdejolmezfsfeseqbroy6peum 84 13 following follow VBG work_sgdejolmezfsfeseqbroy6peum 84 14 main main JJ work_sgdejolmezfsfeseqbroy6peum 84 15 contributions contribution NNS work_sgdejolmezfsfeseqbroy6peum 84 16 : : : work_sgdejolmezfsfeseqbroy6peum 84 17 First first RB work_sgdejolmezfsfeseqbroy6peum 84 18 , , , work_sgdejolmezfsfeseqbroy6peum 84 19 the the DT work_sgdejolmezfsfeseqbroy6peum 84 20 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 84 21 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 84 22 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 84 23 is be VBZ work_sgdejolmezfsfeseqbroy6peum 84 24 based base VBN work_sgdejolmezfsfeseqbroy6peum 84 25 on on IN work_sgdejolmezfsfeseqbroy6peum 84 26 a a DT work_sgdejolmezfsfeseqbroy6peum 84 27 new new JJ work_sgdejolmezfsfeseqbroy6peum 84 28 local local JJ work_sgdejolmezfsfeseqbroy6peum 84 29 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 84 30 pro- pro- NN work_sgdejolmezfsfeseqbroy6peum 84 31 cedure cedure NN work_sgdejolmezfsfeseqbroy6peum 84 32 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 84 33 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 84 34 , , , work_sgdejolmezfsfeseqbroy6peum 84 35 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 84 36 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 84 37 which which WDT work_sgdejolmezfsfeseqbroy6peum 84 38 adopts adopt VBZ work_sgdejolmezfsfeseqbroy6peum 84 39 an an DT work_sgdejolmezfsfeseqbroy6peum 84 40 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 84 41 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 84 42 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 84 43 to to TO work_sgdejolmezfsfeseqbroy6peum 84 44 better better RB work_sgdejolmezfsfeseqbroy6peum 84 45 escape escape VB work_sgdejolmezfsfeseqbroy6peum 84 46 local local JJ work_sgdejolmezfsfeseqbroy6peum 84 47 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 84 48 . . . work_sgdejolmezfsfeseqbroy6peum 85 1 The the DT work_sgdejolmezfsfeseqbroy6peum 85 2 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 85 3 study study NN work_sgdejolmezfsfeseqbroy6peum 85 4 discloses disclose VBZ work_sgdejolmezfsfeseqbroy6peum 85 5 that that IN work_sgdejolmezfsfeseqbroy6peum 85 6 this this DT work_sgdejolmezfsfeseqbroy6peum 85 7 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 85 8 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 85 9 very very RB work_sgdejolmezfsfeseqbroy6peum 85 10 well well RB work_sgdejolmezfsfeseqbroy6peum 85 11 on on IN work_sgdejolmezfsfeseqbroy6peum 85 12 the the DT work_sgdejolmezfsfeseqbroy6peum 85 13 set set NN work_sgdejolmezfsfeseqbroy6peum 85 14 of of IN work_sgdejolmezfsfeseqbroy6peum 85 15 135 135 CD work_sgdejolmezfsfeseqbroy6peum 85 16 very very RB work_sgdejolmezfsfeseqbroy6peum 85 17 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 85 18 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 85 19 benchmark benchmark NN work_sgdejolmezfsfeseqbroy6peum 85 20 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 85 21 by by IN work_sgdejolmezfsfeseqbroy6peum 85 22 attaining attain VBG work_sgdejolmezfsfeseqbroy6peum 85 23 the the DT work_sgdejolmezfsfeseqbroy6peum 85 24 best well RBS work_sgdejolmezfsfeseqbroy6peum 85 25 - - HYPH work_sgdejolmezfsfeseqbroy6peum 85 26 known know VBN work_sgdejolmezfsfeseqbroy6peum 85 27 result result NN work_sgdejolmezfsfeseqbroy6peum 85 28 in in IN work_sgdejolmezfsfeseqbroy6peum 85 29 133 133 CD work_sgdejolmezfsfeseqbroy6peum 85 30 cases case NNS work_sgdejolmezfsfeseqbroy6peum 85 31 . . . work_sgdejolmezfsfeseqbroy6peum 86 1 This this DT work_sgdejolmezfsfeseqbroy6peum 86 2 work work NN work_sgdejolmezfsfeseqbroy6peum 86 3 thus thus RB work_sgdejolmezfsfeseqbroy6peum 86 4 confirms confirm VBZ work_sgdejolmezfsfeseqbroy6peum 86 5 the the DT work_sgdejolmezfsfeseqbroy6peum 86 6 usefulness usefulness NN work_sgdejolmezfsfeseqbroy6peum 86 7 of of IN work_sgdejolmezfsfeseqbroy6peum 86 8 the the DT work_sgdejolmezfsfeseqbroy6peum 86 9 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 86 10 framework framework NN work_sgdejolmezfsfeseqbroy6peum 86 11 for for IN work_sgdejolmezfsfeseqbroy6peum 86 12 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 86 13 . . . work_sgdejolmezfsfeseqbroy6peum 87 1 Second second JJ work_sgdejolmezfsfeseqbroy6peum 87 2 , , , work_sgdejolmezfsfeseqbroy6peum 87 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 87 4 provide provide VBP work_sgdejolmezfsfeseqbroy6peum 87 5 an an DT work_sgdejolmezfsfeseqbroy6peum 87 6 empirical empirical JJ work_sgdejolmezfsfeseqbroy6peum 87 7 justification justification NN work_sgdejolmezfsfeseqbroy6peum 87 8 to to TO work_sgdejolmezfsfeseqbroy6peum 87 9 explain explain VB work_sgdejolmezfsfeseqbroy6peum 87 10 why why WRB work_sgdejolmezfsfeseqbroy6peum 87 11 the the DT work_sgdejolmezfsfeseqbroy6peum 87 12 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 87 13 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 87 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 87 15 the the DT work_sgdejolmezfsfeseqbroy6peum 87 16 best good JJS work_sgdejolmezfsfeseqbroy6peum 87 17 operator operator NN work_sgdejolmezfsfeseqbroy6peum 87 18 for for IN work_sgdejolmezfsfeseqbroy6peum 87 19 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 87 20 in in IN work_sgdejolmezfsfeseqbroy6peum 87 21 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 87 22 with with IN work_sgdejolmezfsfeseqbroy6peum 87 23 the the DT work_sgdejolmezfsfeseqbroy6peum 87 24 other other JJ work_sgdejolmezfsfeseqbroy6peum 87 25 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 87 26 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 87 27 studied study VBN work_sgdejolmezfsfeseqbroy6peum 87 28 in in IN work_sgdejolmezfsfeseqbroy6peum 87 29 the the DT work_sgdejolmezfsfeseqbroy6peum 87 30 literature literature NN work_sgdejolmezfsfeseqbroy6peum 87 31 . . . work_sgdejolmezfsfeseqbroy6peum 88 1 Third third JJ work_sgdejolmezfsfeseqbroy6peum 88 2 , , , work_sgdejolmezfsfeseqbroy6peum 88 3 ideas idea NNS work_sgdejolmezfsfeseqbroy6peum 88 4 of of IN work_sgdejolmezfsfeseqbroy6peum 88 5 the the DT work_sgdejolmezfsfeseqbroy6peum 88 6 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 88 7 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 88 8 could could MD work_sgdejolmezfsfeseqbroy6peum 88 9 help help VB work_sgdejolmezfsfeseqbroy6peum 88 10 in in IN work_sgdejolmezfsfeseqbroy6peum 88 11 designing design VBG work_sgdejolmezfsfeseqbroy6peum 88 12 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 88 13 heuristics heuristic NNS work_sgdejolmezfsfeseqbroy6peum 88 14 for for IN work_sgdejolmezfsfeseqbroy6peum 88 15 other other JJ work_sgdejolmezfsfeseqbroy6peum 88 16 related related JJ work_sgdejolmezfsfeseqbroy6peum 88 17 permutation permutation NN work_sgdejolmezfsfeseqbroy6peum 88 18 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 88 19 and and CC work_sgdejolmezfsfeseqbroy6peum 88 20 applications application NNS work_sgdejolmezfsfeseqbroy6peum 88 21 such such JJ work_sgdejolmezfsfeseqbroy6peum 88 22 as as IN work_sgdejolmezfsfeseqbroy6peum 88 23 those those DT work_sgdejolmezfsfeseqbroy6peum 88 24 mentioned mention VBN work_sgdejolmezfsfeseqbroy6peum 88 25 in in IN work_sgdejolmezfsfeseqbroy6peum 88 26 the the DT work_sgdejolmezfsfeseqbroy6peum 88 27 introductory introductory JJ work_sgdejolmezfsfeseqbroy6peum 88 28 section section NN work_sgdejolmezfsfeseqbroy6peum 88 29 . . . work_sgdejolmezfsfeseqbroy6peum 89 1 3 3 LS work_sgdejolmezfsfeseqbroy6peum 89 2 . . . work_sgdejolmezfsfeseqbroy6peum 90 1 An an DT work_sgdejolmezfsfeseqbroy6peum 90 2 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 90 3 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 90 4 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 90 5 for for IN work_sgdejolmezfsfeseqbroy6peum 90 6 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 90 7 The the DT work_sgdejolmezfsfeseqbroy6peum 90 8 term term NN work_sgdejolmezfsfeseqbroy6peum 90 9 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 90 10 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 90 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 90 12 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 90 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 90 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 90 15 employed employ VBN work_sgdejolmezfsfeseqbroy6peum 90 16 to to TO work_sgdejolmezfsfeseqbroy6peum 90 17 designate designate VB work_sgdejolmezfsfeseqbroy6peum 90 18 a a DT work_sgdejolmezfsfeseqbroy6peum 90 19 general general JJ work_sgdejolmezfsfeseqbroy6peum 90 20 heuris- heuris- NN work_sgdejolmezfsfeseqbroy6peum 90 21 tic tic JJ work_sgdejolmezfsfeseqbroy6peum 90 22 approach approach NN work_sgdejolmezfsfeseqbroy6peum 90 23 which which WDT work_sgdejolmezfsfeseqbroy6peum 90 24 typically typically RB work_sgdejolmezfsfeseqbroy6peum 90 25 combines combine VBZ work_sgdejolmezfsfeseqbroy6peum 90 26 local local JJ work_sgdejolmezfsfeseqbroy6peum 90 27 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 90 28 with with IN work_sgdejolmezfsfeseqbroy6peum 90 29 a a DT work_sgdejolmezfsfeseqbroy6peum 90 30 population- population- NN work_sgdejolmezfsfeseqbroy6peum 90 31 based base VBN work_sgdejolmezfsfeseqbroy6peum 90 32 paradigm paradigm NNP work_sgdejolmezfsfeseqbroy6peum 90 33 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 90 34 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 90 35 , , , work_sgdejolmezfsfeseqbroy6peum 90 36 1989 1989 CD work_sgdejolmezfsfeseqbroy6peum 90 37 ; ; : work_sgdejolmezfsfeseqbroy6peum 90 38 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 90 39 & & CC work_sgdejolmezfsfeseqbroy6peum 90 40 Cotta Cotta NNP work_sgdejolmezfsfeseqbroy6peum 90 41 , , , work_sgdejolmezfsfeseqbroy6peum 90 42 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 90 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 90 44 . . . work_sgdejolmezfsfeseqbroy6peum 91 1 The the DT work_sgdejolmezfsfeseqbroy6peum 91 2 purpose purpose NN work_sgdejolmezfsfeseqbroy6peum 91 3 of of IN work_sgdejolmezfsfeseqbroy6peum 91 4 such such PDT work_sgdejolmezfsfeseqbroy6peum 91 5 a a DT work_sgdejolmezfsfeseqbroy6peum 91 6 combination combination NN work_sgdejolmezfsfeseqbroy6peum 91 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 91 8 to to TO work_sgdejolmezfsfeseqbroy6peum 91 9 take take VB work_sgdejolmezfsfeseqbroy6peum 91 10 advantages advantage NNS work_sgdejolmezfsfeseqbroy6peum 91 11 of of IN work_sgdejolmezfsfeseqbroy6peum 91 12 both both DT work_sgdejolmezfsfeseqbroy6peum 91 13 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 91 14 that that WDT work_sgdejolmezfsfeseqbroy6peum 91 15 discovers discover NNS work_sgdejolmezfsfeseqbroy6peum 91 16 unexplored unexplore VBD work_sgdejolmezfsfeseqbroy6peum 91 17 promising promising JJ work_sgdejolmezfsfeseqbroy6peum 91 18 regions region NNS work_sgdejolmezfsfeseqbroy6peum 91 19 of of IN work_sgdejolmezfsfeseqbroy6peum 91 20 the the DT work_sgdejolmezfsfeseqbroy6peum 91 21 search search NN work_sgdejolmezfsfeseqbroy6peum 91 22 space space NN work_sgdejolmezfsfeseqbroy6peum 91 23 , , , work_sgdejolmezfsfeseqbroy6peum 91 24 and and CC work_sgdejolmezfsfeseqbroy6peum 91 25 local local JJ work_sgdejolmezfsfeseqbroy6peum 91 26 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 91 27 that that WDT work_sgdejolmezfsfeseqbroy6peum 91 28 finds find VBZ work_sgdejolmezfsfeseqbroy6peum 91 29 good good JJ work_sgdejolmezfsfeseqbroy6peum 91 30 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 91 31 by by IN work_sgdejolmezfsfeseqbroy6peum 91 32 concentrating concentrate VBG work_sgdejolmezfsfeseqbroy6peum 91 33 the the DT work_sgdejolmezfsfeseqbroy6peum 91 34 search search NN work_sgdejolmezfsfeseqbroy6peum 91 35 around around IN work_sgdejolmezfsfeseqbroy6peum 91 36 these these DT work_sgdejolmezfsfeseqbroy6peum 91 37 regions region NNS work_sgdejolmezfsfeseqbroy6peum 91 38 . . . work_sgdejolmezfsfeseqbroy6peum 92 1 Since since IN work_sgdejolmezfsfeseqbroy6peum 92 2 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 92 3 al- al- JJ work_sgdejolmezfsfeseqbroy6peum 92 4 gorithm gorithm NN work_sgdejolmezfsfeseqbroy6peum 92 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 92 6 a a DT work_sgdejolmezfsfeseqbroy6peum 92 7 problem problem NN work_sgdejolmezfsfeseqbroy6peum 92 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 92 9 independent independent JJ work_sgdejolmezfsfeseqbroy6peum 92 10 framework framework NN work_sgdejolmezfsfeseqbroy6peum 92 11 , , , work_sgdejolmezfsfeseqbroy6peum 92 12 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 92 13 needs need VBZ work_sgdejolmezfsfeseqbroy6peum 92 14 to to TO work_sgdejolmezfsfeseqbroy6peum 92 15 be be VB work_sgdejolmezfsfeseqbroy6peum 92 16 properly properly RB work_sgdejolmezfsfeseqbroy6peum 92 17 adapted adapt VBN work_sgdejolmezfsfeseqbroy6peum 92 18 to to IN work_sgdejolmezfsfeseqbroy6peum 92 19 the the DT work_sgdejolmezfsfeseqbroy6peum 92 20 specific specific JJ work_sgdejolmezfsfeseqbroy6peum 92 21 problem problem NN work_sgdejolmezfsfeseqbroy6peum 92 22 at at IN work_sgdejolmezfsfeseqbroy6peum 92 23 hand hand NN work_sgdejolmezfsfeseqbroy6peum 92 24 to to TO work_sgdejolmezfsfeseqbroy6peum 92 25 ensure ensure VB work_sgdejolmezfsfeseqbroy6peum 92 26 the the DT work_sgdejolmezfsfeseqbroy6peum 92 27 best good JJS work_sgdejolmezfsfeseqbroy6peum 92 28 performance performance NN work_sgdejolmezfsfeseqbroy6peum 92 29 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 92 30 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 92 31 , , , work_sgdejolmezfsfeseqbroy6peum 92 32 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 92 33 ; ; : work_sgdejolmezfsfeseqbroy6peum 92 34 Krasnogor Krasnogor NNP work_sgdejolmezfsfeseqbroy6peum 92 35 & & CC work_sgdejolmezfsfeseqbroy6peum 92 36 Smith Smith NNP work_sgdejolmezfsfeseqbroy6peum 92 37 , , , work_sgdejolmezfsfeseqbroy6peum 92 38 2005 2005 CD work_sgdejolmezfsfeseqbroy6peum 92 39 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 92 40 . . . work_sgdejolmezfsfeseqbroy6peum 93 1 In in IN work_sgdejolmezfsfeseqbroy6peum 93 2 particular particular JJ work_sgdejolmezfsfeseqbroy6peum 93 3 , , , work_sgdejolmezfsfeseqbroy6peum 93 4 local local JJ work_sgdejolmezfsfeseqbroy6peum 93 5 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 93 6 operator operator NN work_sgdejolmezfsfeseqbroy6peum 93 7 and and CC work_sgdejolmezfsfeseqbroy6peum 93 8 re- re- JJ work_sgdejolmezfsfeseqbroy6peum 93 9 combination combination NN work_sgdejolmezfsfeseqbroy6peum 93 10 operator operator NN work_sgdejolmezfsfeseqbroy6peum 93 11 are be VBP work_sgdejolmezfsfeseqbroy6peum 93 12 the the DT work_sgdejolmezfsfeseqbroy6peum 93 13 two two CD work_sgdejolmezfsfeseqbroy6peum 93 14 key key JJ work_sgdejolmezfsfeseqbroy6peum 93 15 components component NNS work_sgdejolmezfsfeseqbroy6peum 93 16 to to TO work_sgdejolmezfsfeseqbroy6peum 93 17 consider consider VB work_sgdejolmezfsfeseqbroy6peum 93 18 . . . work_sgdejolmezfsfeseqbroy6peum 94 1 Finally finally RB work_sgdejolmezfsfeseqbroy6peum 94 2 , , , work_sgdejolmezfsfeseqbroy6peum 94 3 as as IN work_sgdejolmezfsfeseqbroy6peum 94 4 for for IN work_sgdejolmezfsfeseqbroy6peum 94 5 5 5 CD work_sgdejolmezfsfeseqbroy6peum 94 6 any any DT work_sgdejolmezfsfeseqbroy6peum 94 7 population population NN work_sgdejolmezfsfeseqbroy6peum 94 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 94 9 based base VBN work_sgdejolmezfsfeseqbroy6peum 94 10 method method NN work_sgdejolmezfsfeseqbroy6peum 94 11 , , , work_sgdejolmezfsfeseqbroy6peum 94 12 a a DT work_sgdejolmezfsfeseqbroy6peum 94 13 healthy healthy JJ work_sgdejolmezfsfeseqbroy6peum 94 14 diversity diversity NN work_sgdejolmezfsfeseqbroy6peum 94 15 of of IN work_sgdejolmezfsfeseqbroy6peum 94 16 population population NN work_sgdejolmezfsfeseqbroy6peum 94 17 must must MD work_sgdejolmezfsfeseqbroy6peum 94 18 be be VB work_sgdejolmezfsfeseqbroy6peum 94 19 main- main- RB work_sgdejolmezfsfeseqbroy6peum 94 20 tained taine VBN work_sgdejolmezfsfeseqbroy6peum 94 21 to to TO work_sgdejolmezfsfeseqbroy6peum 94 22 avoid avoid VB work_sgdejolmezfsfeseqbroy6peum 94 23 premature premature JJ work_sgdejolmezfsfeseqbroy6peum 94 24 convergence convergence NN work_sgdejolmezfsfeseqbroy6peum 94 25 . . . work_sgdejolmezfsfeseqbroy6peum 95 1 Previous previous JJ work_sgdejolmezfsfeseqbroy6peum 95 2 studies study NNS work_sgdejolmezfsfeseqbroy6peum 95 3 show show VBP work_sgdejolmezfsfeseqbroy6peum 95 4 that that IN work_sgdejolmezfsfeseqbroy6peum 95 5 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 95 6 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 95 7 are be VBP work_sgdejolmezfsfeseqbroy6peum 95 8 able able JJ work_sgdejolmezfsfeseqbroy6peum 95 9 to to TO work_sgdejolmezfsfeseqbroy6peum 95 10 achieve achieve VB work_sgdejolmezfsfeseqbroy6peum 95 11 excellent excellent JJ work_sgdejolmezfsfeseqbroy6peum 95 12 performances performance NNS work_sgdejolmezfsfeseqbroy6peum 95 13 for for IN work_sgdejolmezfsfeseqbroy6peum 95 14 a a DT work_sgdejolmezfsfeseqbroy6peum 95 15 number number NN work_sgdejolmezfsfeseqbroy6peum 95 16 of of IN work_sgdejolmezfsfeseqbroy6peum 95 17 optimiza- optimiza- JJ work_sgdejolmezfsfeseqbroy6peum 95 18 tion tion NN work_sgdejolmezfsfeseqbroy6peum 95 19 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 95 20 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 95 21 Hart Hart NNP work_sgdejolmezfsfeseqbroy6peum 95 22 , , , work_sgdejolmezfsfeseqbroy6peum 95 23 Krasnogor Krasnogor NNP work_sgdejolmezfsfeseqbroy6peum 95 24 , , , work_sgdejolmezfsfeseqbroy6peum 95 25 & & CC work_sgdejolmezfsfeseqbroy6peum 95 26 Smith Smith NNP work_sgdejolmezfsfeseqbroy6peum 95 27 , , , work_sgdejolmezfsfeseqbroy6peum 95 28 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 95 29 ; ; : work_sgdejolmezfsfeseqbroy6peum 95 30 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 95 31 & & CC work_sgdejolmezfsfeseqbroy6peum 95 32 Cotta Cotta NNP work_sgdejolmezfsfeseqbroy6peum 95 33 , , , work_sgdejolmezfsfeseqbroy6peum 95 34 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 95 35 ; ; : work_sgdejolmezfsfeseqbroy6peum 95 36 Neri Neri NNP work_sgdejolmezfsfeseqbroy6peum 95 37 , , , work_sgdejolmezfsfeseqbroy6peum 95 38 Cotta Cotta NNP work_sgdejolmezfsfeseqbroy6peum 95 39 , , , work_sgdejolmezfsfeseqbroy6peum 95 40 & & CC work_sgdejolmezfsfeseqbroy6peum 95 41 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 95 42 , , , work_sgdejolmezfsfeseqbroy6peum 95 43 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 95 44 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 95 45 . . . work_sgdejolmezfsfeseqbroy6peum 96 1 Given give VBN work_sgdejolmezfsfeseqbroy6peum 96 2 an an DT work_sgdejolmezfsfeseqbroy6peum 96 3 initial initial JJ work_sgdejolmezfsfeseqbroy6peum 96 4 population population NN work_sgdejolmezfsfeseqbroy6peum 96 5 which which WDT work_sgdejolmezfsfeseqbroy6peum 96 6 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 96 7 of of IN work_sgdejolmezfsfeseqbroy6peum 96 8 locally locally RB work_sgdejolmezfsfeseqbroy6peum 96 9 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 96 10 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 96 11 , , , work_sgdejolmezfsfeseqbroy6peum 96 12 a a DT work_sgdejolmezfsfeseqbroy6peum 96 13 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 96 14 approach approach NN work_sgdejolmezfsfeseqbroy6peum 96 15 generates generate VBZ work_sgdejolmezfsfeseqbroy6peum 96 16 new new JJ work_sgdejolmezfsfeseqbroy6peum 96 17 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 96 18 by by IN work_sgdejolmezfsfeseqbroy6peum 96 19 applying apply VBG work_sgdejolmezfsfeseqbroy6peum 96 20 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 96 21 and/or and/or CC work_sgdejolmezfsfeseqbroy6peum 96 22 mu- mu- XX work_sgdejolmezfsfeseqbroy6peum 96 23 tation tation NN work_sgdejolmezfsfeseqbroy6peum 96 24 , , , work_sgdejolmezfsfeseqbroy6peum 96 25 followed follow VBN work_sgdejolmezfsfeseqbroy6peum 96 26 by by IN work_sgdejolmezfsfeseqbroy6peum 96 27 a a DT work_sgdejolmezfsfeseqbroy6peum 96 28 phase phase NN work_sgdejolmezfsfeseqbroy6peum 96 29 of of IN work_sgdejolmezfsfeseqbroy6peum 96 30 local local JJ work_sgdejolmezfsfeseqbroy6peum 96 31 search search NN work_sgdejolmezfsfeseqbroy6peum 96 32 to to TO work_sgdejolmezfsfeseqbroy6peum 96 33 improve improve VB work_sgdejolmezfsfeseqbroy6peum 96 34 each each DT work_sgdejolmezfsfeseqbroy6peum 96 35 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 96 36 solution solution NN work_sgdejolmezfsfeseqbroy6peum 96 37 . . . work_sgdejolmezfsfeseqbroy6peum 97 1 The the DT work_sgdejolmezfsfeseqbroy6peum 97 2 right right JJ work_sgdejolmezfsfeseqbroy6peum 97 3 choice choice NN work_sgdejolmezfsfeseqbroy6peum 97 4 for for IN work_sgdejolmezfsfeseqbroy6peum 97 5 a a DT work_sgdejolmezfsfeseqbroy6peum 97 6 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 97 7 operator operator NN work_sgdejolmezfsfeseqbroy6peum 97 8 depends depend VBZ work_sgdejolmezfsfeseqbroy6peum 97 9 on on IN work_sgdejolmezfsfeseqbroy6peum 97 10 problem problem NN work_sgdejolmezfsfeseqbroy6peum 97 11 structure structure NN work_sgdejolmezfsfeseqbroy6peum 97 12 and and CC work_sgdejolmezfsfeseqbroy6peum 97 13 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 97 14 properties property NNS work_sgdejolmezfsfeseqbroy6peum 97 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 97 16 in in IN work_sgdejolmezfsfeseqbroy6peum 97 17 Section section NN work_sgdejolmezfsfeseqbroy6peum 97 18 5 5 CD work_sgdejolmezfsfeseqbroy6peum 97 19 , , , work_sgdejolmezfsfeseqbroy6peum 97 20 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 97 21 show show VBP work_sgdejolmezfsfeseqbroy6peum 97 22 a a DT work_sgdejolmezfsfeseqbroy6peum 97 23 study study NN work_sgdejolmezfsfeseqbroy6peum 97 24 on on IN work_sgdejolmezfsfeseqbroy6peum 97 25 the the DT work_sgdejolmezfsfeseqbroy6peum 97 26 relationship relationship NN work_sgdejolmezfsfeseqbroy6peum 97 27 between between IN work_sgdejolmezfsfeseqbroy6peum 97 28 the the DT work_sgdejolmezfsfeseqbroy6peum 97 29 performance performance NN work_sgdejolmezfsfeseqbroy6peum 97 30 of of IN work_sgdejolmezfsfeseqbroy6peum 97 31 a a DT work_sgdejolmezfsfeseqbroy6peum 97 32 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 97 33 operator operator NN work_sgdejolmezfsfeseqbroy6peum 97 34 and and CC work_sgdejolmezfsfeseqbroy6peum 97 35 the the DT work_sgdejolmezfsfeseqbroy6peum 97 36 structural structural JJ work_sgdejolmezfsfeseqbroy6peum 97 37 properties property NNS work_sgdejolmezfsfeseqbroy6peum 97 38 of of IN work_sgdejolmezfsfeseqbroy6peum 97 39 a a DT work_sgdejolmezfsfeseqbroy6peum 97 40 given give VBN work_sgdejolmezfsfeseqbroy6peum 97 41 problem problem NN work_sgdejolmezfsfeseqbroy6peum 97 42 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 97 43 . . . work_sgdejolmezfsfeseqbroy6peum 98 1 Moreover moreover RB work_sgdejolmezfsfeseqbroy6peum 98 2 , , , work_sgdejolmezfsfeseqbroy6peum 98 3 the the DT work_sgdejolmezfsfeseqbroy6peum 98 4 success success NN work_sgdejolmezfsfeseqbroy6peum 98 5 of of IN work_sgdejolmezfsfeseqbroy6peum 98 6 a a DT work_sgdejolmezfsfeseqbroy6peum 98 7 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 98 8 approach approach NN work_sgdejolmezfsfeseqbroy6peum 98 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 98 10 conditioned condition VBN work_sgdejolmezfsfeseqbroy6peum 98 11 by by IN work_sgdejolmezfsfeseqbroy6peum 98 12 the the DT work_sgdejolmezfsfeseqbroy6peum 98 13 ef- ef- JJ work_sgdejolmezfsfeseqbroy6peum 98 14 fectiveness fectiveness NN work_sgdejolmezfsfeseqbroy6peum 98 15 of of IN work_sgdejolmezfsfeseqbroy6peum 98 16 the the DT work_sgdejolmezfsfeseqbroy6peum 98 17 local local JJ work_sgdejolmezfsfeseqbroy6peum 98 18 search search NN work_sgdejolmezfsfeseqbroy6peum 98 19 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 98 20 . . . work_sgdejolmezfsfeseqbroy6peum 99 1 While while IN work_sgdejolmezfsfeseqbroy6peum 99 2 the the DT work_sgdejolmezfsfeseqbroy6peum 99 3 main main JJ work_sgdejolmezfsfeseqbroy6peum 99 4 role role NN work_sgdejolmezfsfeseqbroy6peum 99 5 of of IN work_sgdejolmezfsfeseqbroy6peum 99 6 the the DT work_sgdejolmezfsfeseqbroy6peum 99 7 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 99 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 99 9 to to TO work_sgdejolmezfsfeseqbroy6peum 99 10 discover discover VB work_sgdejolmezfsfeseqbroy6peum 99 11 unexplored unexplored JJ work_sgdejolmezfsfeseqbroy6peum 99 12 promising promising JJ work_sgdejolmezfsfeseqbroy6peum 99 13 regions region NNS work_sgdejolmezfsfeseqbroy6peum 99 14 of of IN work_sgdejolmezfsfeseqbroy6peum 99 15 the the DT work_sgdejolmezfsfeseqbroy6peum 99 16 search search NN work_sgdejolmezfsfeseqbroy6peum 99 17 space space NN work_sgdejolmezfsfeseqbroy6peum 99 18 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 99 19 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 99 20 , , , work_sgdejolmezfsfeseqbroy6peum 99 21 exploration exploration NN work_sgdejolmezfsfeseqbroy6peum 99 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 99 23 , , , work_sgdejolmezfsfeseqbroy6peum 99 24 local local JJ work_sgdejolmezfsfeseqbroy6peum 99 25 search search NN work_sgdejolmezfsfeseqbroy6peum 99 26 basically basically RB work_sgdejolmezfsfeseqbroy6peum 99 27 aims aim VBZ work_sgdejolmezfsfeseqbroy6peum 99 28 to to TO work_sgdejolmezfsfeseqbroy6peum 99 29 find find VB work_sgdejolmezfsfeseqbroy6peum 99 30 good good JJ work_sgdejolmezfsfeseqbroy6peum 99 31 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 99 32 by by IN work_sgdejolmezfsfeseqbroy6peum 99 33 concentrating concentrate VBG work_sgdejolmezfsfeseqbroy6peum 99 34 the the DT work_sgdejolmezfsfeseqbroy6peum 99 35 search search NN work_sgdejolmezfsfeseqbroy6peum 99 36 around around IN work_sgdejolmezfsfeseqbroy6peum 99 37 these these DT work_sgdejolmezfsfeseqbroy6peum 99 38 regions region NNS work_sgdejolmezfsfeseqbroy6peum 99 39 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 99 40 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 99 41 , , , work_sgdejolmezfsfeseqbroy6peum 99 42 exploitation exploitation NN work_sgdejolmezfsfeseqbroy6peum 99 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 99 44 . . . work_sgdejolmezfsfeseqbroy6peum 100 1 The the DT work_sgdejolmezfsfeseqbroy6peum 100 2 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 100 3 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 100 4 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 100 5 for for IN work_sgdejolmezfsfeseqbroy6peum 100 6 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 100 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 8 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 100 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 10 employs employ VBZ work_sgdejolmezfsfeseqbroy6peum 100 11 the the DT work_sgdejolmezfsfeseqbroy6peum 100 12 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 100 13 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 100 14 operator operator NN work_sgdejolmezfsfeseqbroy6peum 100 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 16 Section section NN work_sgdejolmezfsfeseqbroy6peum 100 17 3.1 3.1 CD work_sgdejolmezfsfeseqbroy6peum 100 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 20 In in IN work_sgdejolmezfsfeseqbroy6peum 100 21 Section section NN work_sgdejolmezfsfeseqbroy6peum 100 22 5.2 5.2 CD work_sgdejolmezfsfeseqbroy6peum 100 23 , , , work_sgdejolmezfsfeseqbroy6peum 100 24 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 100 25 justify justify VBP work_sgdejolmezfsfeseqbroy6peum 100 26 why why WRB work_sgdejolmezfsfeseqbroy6peum 100 27 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 100 28 chose choose VBD work_sgdejolmezfsfeseqbroy6peum 100 29 this this DT work_sgdejolmezfsfeseqbroy6peum 100 30 particular particular JJ work_sgdejolmezfsfeseqbroy6peum 100 31 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 100 32 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 33 , , , work_sgdejolmezfsfeseqbroy6peum 100 34 a a DT work_sgdejolmezfsfeseqbroy6peum 100 35 Breakout Breakout NNP work_sgdejolmezfsfeseqbroy6peum 100 36 Local Local NNP work_sgdejolmezfsfeseqbroy6peum 100 37 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 100 38 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 39 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 100 40 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 41 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 100 42 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 43 Section section NN work_sgdejolmezfsfeseqbroy6peum 100 44 3.2 3.2 CD work_sgdejolmezfsfeseqbroy6peum 100 45 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 46 , , , work_sgdejolmezfsfeseqbroy6peum 100 47 a a DT work_sgdejolmezfsfeseqbroy6peum 100 48 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 100 49 - - HYPH work_sgdejolmezfsfeseqbroy6peum 100 50 based base VBN work_sgdejolmezfsfeseqbroy6peum 100 51 population population NN work_sgdejolmezfsfeseqbroy6peum 100 52 replacement replacement NN work_sgdejolmezfsfeseqbroy6peum 100 53 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 100 54 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 55 Section section NN work_sgdejolmezfsfeseqbroy6peum 100 56 3.3 3.3 CD work_sgdejolmezfsfeseqbroy6peum 100 57 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 58 , , , work_sgdejolmezfsfeseqbroy6peum 100 59 and and CC work_sgdejolmezfsfeseqbroy6peum 100 60 an an DT work_sgdejolmezfsfeseqbroy6peum 100 61 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 100 62 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 100 63 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 100 64 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 100 65 Section section NN work_sgdejolmezfsfeseqbroy6peum 100 66 3.4 3.4 CD work_sgdejolmezfsfeseqbroy6peum 100 67 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 100 68 . . . work_sgdejolmezfsfeseqbroy6peum 101 1 Each each DT work_sgdejolmezfsfeseqbroy6peum 101 2 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 101 3 solution solution NN work_sgdejolmezfsfeseqbroy6peum 101 4 , , , work_sgdejolmezfsfeseqbroy6peum 101 5 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 101 6 with with IN work_sgdejolmezfsfeseqbroy6peum 101 7 the the DT work_sgdejolmezfsfeseqbroy6peum 101 8 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 101 9 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 101 10 , , , work_sgdejolmezfsfeseqbroy6peum 101 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 101 12 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 101 13 with with IN work_sgdejolmezfsfeseqbroy6peum 101 14 the the DT work_sgdejolmezfsfeseqbroy6peum 101 15 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 101 16 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 101 17 . . . work_sgdejolmezfsfeseqbroy6peum 102 1 Our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 102 2 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 102 3 approach approach NN work_sgdejolmezfsfeseqbroy6peum 102 4 then then RB work_sgdejolmezfsfeseqbroy6peum 102 5 applies apply VBZ work_sgdejolmezfsfeseqbroy6peum 102 6 a a DT work_sgdejolmezfsfeseqbroy6peum 102 7 pool pool NN work_sgdejolmezfsfeseqbroy6peum 102 8 updating update VBG work_sgdejolmezfsfeseqbroy6peum 102 9 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 102 10 to to TO work_sgdejolmezfsfeseqbroy6peum 102 11 possibly possibly RB work_sgdejolmezfsfeseqbroy6peum 102 12 replace replace VB work_sgdejolmezfsfeseqbroy6peum 102 13 the the DT work_sgdejolmezfsfeseqbroy6peum 102 14 worst bad JJS work_sgdejolmezfsfeseqbroy6peum 102 15 individual individual NN work_sgdejolmezfsfeseqbroy6peum 102 16 from from IN work_sgdejolmezfsfeseqbroy6peum 102 17 the the DT work_sgdejolmezfsfeseqbroy6peum 102 18 population population NN work_sgdejolmezfsfeseqbroy6peum 102 19 with with IN work_sgdejolmezfsfeseqbroy6peum 102 20 the the DT work_sgdejolmezfsfeseqbroy6peum 102 21 improved improved JJ work_sgdejolmezfsfeseqbroy6peum 102 22 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 102 23 solution solution NN work_sgdejolmezfsfeseqbroy6peum 102 24 . . . work_sgdejolmezfsfeseqbroy6peum 103 1 To to TO work_sgdejolmezfsfeseqbroy6peum 103 2 avoid avoid VB work_sgdejolmezfsfeseqbroy6peum 103 3 premature premature JJ work_sgdejolmezfsfeseqbroy6peum 103 4 convergence convergence NN work_sgdejolmezfsfeseqbroy6peum 103 5 , , , work_sgdejolmezfsfeseqbroy6peum 103 6 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 103 7 triggers trigger VBZ work_sgdejolmezfsfeseqbroy6peum 103 8 an an DT work_sgdejolmezfsfeseqbroy6peum 103 9 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 103 10 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 103 11 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 103 12 to to IN work_sgdejolmezfsfeseqbroy6peum 103 13 the the DT work_sgdejolmezfsfeseqbroy6peum 103 14 entire entire JJ work_sgdejolmezfsfeseqbroy6peum 103 15 popu- popu- JJ work_sgdejolmezfsfeseqbroy6peum 103 16 lation lation NN work_sgdejolmezfsfeseqbroy6peum 103 17 if if IN work_sgdejolmezfsfeseqbroy6peum 103 18 the the DT work_sgdejolmezfsfeseqbroy6peum 103 19 best good JJS work_sgdejolmezfsfeseqbroy6peum 103 20 solution solution NN work_sgdejolmezfsfeseqbroy6peum 103 21 found find VBN work_sgdejolmezfsfeseqbroy6peum 103 22 during during IN work_sgdejolmezfsfeseqbroy6peum 103 23 the the DT work_sgdejolmezfsfeseqbroy6peum 103 24 search search NN work_sgdejolmezfsfeseqbroy6peum 103 25 has have VBZ work_sgdejolmezfsfeseqbroy6peum 103 26 not not RB work_sgdejolmezfsfeseqbroy6peum 103 27 been be VBN work_sgdejolmezfsfeseqbroy6peum 103 28 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 103 29 during during IN work_sgdejolmezfsfeseqbroy6peum 103 30 a a DT work_sgdejolmezfsfeseqbroy6peum 103 31 fixed fix VBN work_sgdejolmezfsfeseqbroy6peum 103 32 number number NN work_sgdejolmezfsfeseqbroy6peum 103 33 of of IN work_sgdejolmezfsfeseqbroy6peum 103 34 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 103 35 . . . work_sgdejolmezfsfeseqbroy6peum 104 1 This this DT work_sgdejolmezfsfeseqbroy6peum 104 2 displaces displace VBZ work_sgdejolmezfsfeseqbroy6peum 104 3 the the DT work_sgdejolmezfsfeseqbroy6peum 104 4 search search NN work_sgdejolmezfsfeseqbroy6peum 104 5 to to TO work_sgdejolmezfsfeseqbroy6peum 104 6 distant distant VB work_sgdejolmezfsfeseqbroy6peum 104 7 regions region NNS work_sgdejolmezfsfeseqbroy6peum 104 8 each each DT work_sgdejolmezfsfeseqbroy6peum 104 9 time time NN work_sgdejolmezfsfeseqbroy6peum 104 10 a a DT work_sgdejolmezfsfeseqbroy6peum 104 11 search search NN work_sgdejolmezfsfeseqbroy6peum 104 12 stagnation stagnation NN work_sgdejolmezfsfeseqbroy6peum 104 13 is be VBZ work_sgdejolmezfsfeseqbroy6peum 104 14 detected detect VBN work_sgdejolmezfsfeseqbroy6peum 104 15 . . . work_sgdejolmezfsfeseqbroy6peum 105 1 The the DT work_sgdejolmezfsfeseqbroy6peum 105 2 general general JJ work_sgdejolmezfsfeseqbroy6peum 105 3 architecture architecture NN work_sgdejolmezfsfeseqbroy6peum 105 4 of of IN work_sgdejolmezfsfeseqbroy6peum 105 5 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 105 6 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 105 7 approach approach NN work_sgdejolmezfsfeseqbroy6peum 105 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 105 9 described describe VBN work_sgdejolmezfsfeseqbroy6peum 105 10 in in IN work_sgdejolmezfsfeseqbroy6peum 105 11 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 105 12 1 1 CD work_sgdejolmezfsfeseqbroy6peum 105 13 . . . work_sgdejolmezfsfeseqbroy6peum 106 1 The the DT work_sgdejolmezfsfeseqbroy6peum 106 2 main main JJ work_sgdejolmezfsfeseqbroy6peum 106 3 components component NNS work_sgdejolmezfsfeseqbroy6peum 106 4 are be VBP work_sgdejolmezfsfeseqbroy6peum 106 5 detailed detail VBN work_sgdejolmezfsfeseqbroy6peum 106 6 in in IN work_sgdejolmezfsfeseqbroy6peum 106 7 the the DT work_sgdejolmezfsfeseqbroy6peum 106 8 following following JJ work_sgdejolmezfsfeseqbroy6peum 106 9 sections section NNS work_sgdejolmezfsfeseqbroy6peum 106 10 . . . work_sgdejolmezfsfeseqbroy6peum 107 1 3.1 3.1 CD work_sgdejolmezfsfeseqbroy6peum 107 2 . . . work_sgdejolmezfsfeseqbroy6peum 108 1 Parents parent NNS work_sgdejolmezfsfeseqbroy6peum 108 2 selection selection NN work_sgdejolmezfsfeseqbroy6peum 108 3 and and CC work_sgdejolmezfsfeseqbroy6peum 108 4 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 108 5 To to TO work_sgdejolmezfsfeseqbroy6peum 108 6 determine determine VB work_sgdejolmezfsfeseqbroy6peum 108 7 a a DT work_sgdejolmezfsfeseqbroy6peum 108 8 subset subset NN work_sgdejolmezfsfeseqbroy6peum 108 9 p p NN work_sgdejolmezfsfeseqbroy6peum 108 10 ⊂ ⊂ CD work_sgdejolmezfsfeseqbroy6peum 108 11 P p NN work_sgdejolmezfsfeseqbroy6peum 108 12 of of IN work_sgdejolmezfsfeseqbroy6peum 108 13 |p| |p| NN work_sgdejolmezfsfeseqbroy6peum 108 14 parent parent NN work_sgdejolmezfsfeseqbroy6peum 108 15 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 108 16 , , , work_sgdejolmezfsfeseqbroy6peum 108 17 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 108 18 employ employ VBP work_sgdejolmezfsfeseqbroy6peum 108 19 the the DT work_sgdejolmezfsfeseqbroy6peum 108 20 tour- tour- JJ work_sgdejolmezfsfeseqbroy6peum 108 21 nament nament JJ work_sgdejolmezfsfeseqbroy6peum 108 22 selection selection NN work_sgdejolmezfsfeseqbroy6peum 108 23 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 108 24 . . . work_sgdejolmezfsfeseqbroy6peum 109 1 Let let VB work_sgdejolmezfsfeseqbroy6peum 109 2 λ λ PRP work_sgdejolmezfsfeseqbroy6peum 109 3 be be VB work_sgdejolmezfsfeseqbroy6peum 109 4 the the DT work_sgdejolmezfsfeseqbroy6peum 109 5 size size NN work_sgdejolmezfsfeseqbroy6peum 109 6 of of IN work_sgdejolmezfsfeseqbroy6peum 109 7 the the DT work_sgdejolmezfsfeseqbroy6peum 109 8 tournament tournament NN work_sgdejolmezfsfeseqbroy6peum 109 9 pool pool NN work_sgdejolmezfsfeseqbroy6peum 109 10 . . . work_sgdejolmezfsfeseqbroy6peum 110 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 110 2 select select VBP work_sgdejolmezfsfeseqbroy6peum 110 3 each each DT work_sgdejolmezfsfeseqbroy6peum 110 4 individual individual JJ work_sgdejolmezfsfeseqbroy6peum 110 5 πi πi UH work_sgdejolmezfsfeseqbroy6peum 110 6 ∈ ∈ IN work_sgdejolmezfsfeseqbroy6peum 110 7 p p NN work_sgdejolmezfsfeseqbroy6peum 110 8 in in IN work_sgdejolmezfsfeseqbroy6peum 110 9 the the DT work_sgdejolmezfsfeseqbroy6peum 110 10 following following JJ work_sgdejolmezfsfeseqbroy6peum 110 11 way way NN work_sgdejolmezfsfeseqbroy6peum 110 12 : : : work_sgdejolmezfsfeseqbroy6peum 110 13 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 110 14 choose choose VB work_sgdejolmezfsfeseqbroy6peum 110 15 λ λ CD work_sgdejolmezfsfeseqbroy6peum 110 16 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 110 17 from from IN work_sgdejolmezfsfeseqbroy6peum 110 18 P p NN work_sgdejolmezfsfeseqbroy6peum 110 19 ; ; : work_sgdejolmezfsfeseqbroy6peum 110 20 among among IN work_sgdejolmezfsfeseqbroy6peum 110 21 the the DT work_sgdejolmezfsfeseqbroy6peum 110 22 λ λ NNP work_sgdejolmezfsfeseqbroy6peum 110 23 chosen choose VBN work_sgdejolmezfsfeseqbroy6peum 110 24 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 110 25 , , , work_sgdejolmezfsfeseqbroy6peum 110 26 place place VB work_sgdejolmezfsfeseqbroy6peum 110 27 the the DT work_sgdejolmezfsfeseqbroy6peum 110 28 best good JJS work_sgdejolmezfsfeseqbroy6peum 110 29 one one CD work_sgdejolmezfsfeseqbroy6peum 110 30 into into IN work_sgdejolmezfsfeseqbroy6peum 110 31 p p NN work_sgdejolmezfsfeseqbroy6peum 110 32 if if IN work_sgdejolmezfsfeseqbroy6peum 110 33 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 110 34 is be VBZ work_sgdejolmezfsfeseqbroy6peum 110 35 not not RB work_sgdejolmezfsfeseqbroy6peum 110 36 already already RB work_sgdejolmezfsfeseqbroy6peum 110 37 present present JJ work_sgdejolmezfsfeseqbroy6peum 110 38 in in IN work_sgdejolmezfsfeseqbroy6peum 110 39 p. p. NN work_sgdejolmezfsfeseqbroy6peum 110 40 The the DT work_sgdejolmezfsfeseqbroy6peum 110 41 time time NN work_sgdejolmezfsfeseqbroy6peum 110 42 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 110 43 of of IN work_sgdejolmezfsfeseqbroy6peum 110 44 this this DT work_sgdejolmezfsfeseqbroy6peum 110 45 operation operation NN work_sgdejolmezfsfeseqbroy6peum 110 46 is be VBZ work_sgdejolmezfsfeseqbroy6peum 110 47 O(|P O(|P NNP work_sgdejolmezfsfeseqbroy6peum 110 48 | | NNP work_sgdejolmezfsfeseqbroy6peum 110 49 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 110 50 . . . work_sgdejolmezfsfeseqbroy6peum 111 1 An an DT work_sgdejolmezfsfeseqbroy6peum 111 2 advantage advantage NN work_sgdejolmezfsfeseqbroy6peum 111 3 of of IN work_sgdejolmezfsfeseqbroy6peum 111 4 the the DT work_sgdejolmezfsfeseqbroy6peum 111 5 tournament tournament NN work_sgdejolmezfsfeseqbroy6peum 111 6 selection selection NN work_sgdejolmezfsfeseqbroy6peum 111 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 111 8 that that IN work_sgdejolmezfsfeseqbroy6peum 111 9 the the DT work_sgdejolmezfsfeseqbroy6peum 111 10 selection selection NN work_sgdejolmezfsfeseqbroy6peum 111 11 pressure pressure NN work_sgdejolmezfsfeseqbroy6peum 111 12 can can MD work_sgdejolmezfsfeseqbroy6peum 111 13 easily easily RB work_sgdejolmezfsfeseqbroy6peum 111 14 be be VB work_sgdejolmezfsfeseqbroy6peum 111 15 adjusted adjust VBN work_sgdejolmezfsfeseqbroy6peum 111 16 by by IN work_sgdejolmezfsfeseqbroy6peum 111 17 changing change VBG work_sgdejolmezfsfeseqbroy6peum 111 18 the the DT work_sgdejolmezfsfeseqbroy6peum 111 19 size size NN work_sgdejolmezfsfeseqbroy6peum 111 20 of of IN work_sgdejolmezfsfeseqbroy6peum 111 21 the the DT work_sgdejolmezfsfeseqbroy6peum 111 22 tournament tournament NN work_sgdejolmezfsfeseqbroy6peum 111 23 pool pool NN work_sgdejolmezfsfeseqbroy6peum 111 24 λ λ NNP work_sgdejolmezfsfeseqbroy6peum 111 25 . . . work_sgdejolmezfsfeseqbroy6peum 112 1 The the DT work_sgdejolmezfsfeseqbroy6peum 112 2 larger large JJR work_sgdejolmezfsfeseqbroy6peum 112 3 the the DT work_sgdejolmezfsfeseqbroy6peum 112 4 tournament tournament NN work_sgdejolmezfsfeseqbroy6peum 112 5 pool pool NN work_sgdejolmezfsfeseqbroy6peum 112 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 112 7 the the DT work_sgdejolmezfsfeseqbroy6peum 112 8 less less JJR work_sgdejolmezfsfeseqbroy6peum 112 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 112 10 the the DT work_sgdejolmezfsfeseqbroy6peum 112 11 chance chance NN work_sgdejolmezfsfeseqbroy6peum 112 12 to to TO work_sgdejolmezfsfeseqbroy6peum 112 13 select select VB work_sgdejolmezfsfeseqbroy6peum 112 14 weaker weak JJR work_sgdejolmezfsfeseqbroy6peum 112 15 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 112 16 . . . work_sgdejolmezfsfeseqbroy6peum 113 1 An an DT work_sgdejolmezfsfeseqbroy6peum 113 2 experimental experimental JJ work_sgdejolmezfsfeseqbroy6peum 113 3 evaluation evaluation NN work_sgdejolmezfsfeseqbroy6peum 113 4 of of IN work_sgdejolmezfsfeseqbroy6peum 113 5 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 113 6 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 113 7 approach approach NN work_sgdejolmezfsfeseqbroy6peum 113 8 has have VBZ work_sgdejolmezfsfeseqbroy6peum 113 9 revealed reveal VBN work_sgdejolmezfsfeseqbroy6peum 113 10 that that IN work_sgdejolmezfsfeseqbroy6peum 113 11 putting put VBG work_sgdejolmezfsfeseqbroy6peum 113 12 a a DT work_sgdejolmezfsfeseqbroy6peum 113 13 higher high JJR work_sgdejolmezfsfeseqbroy6peum 113 14 pressure pressure NN work_sgdejolmezfsfeseqbroy6peum 113 15 on on IN work_sgdejolmezfsfeseqbroy6peum 113 16 better well JJR work_sgdejolmezfsfeseqbroy6peum 113 17 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 113 18 gives give VBZ work_sgdejolmezfsfeseqbroy6peum 113 19 better well JJR work_sgdejolmezfsfeseqbroy6peum 113 20 results result NNS work_sgdejolmezfsfeseqbroy6peum 113 21 than than IN work_sgdejolmezfsfeseqbroy6peum 113 22 using use VBG work_sgdejolmezfsfeseqbroy6peum 113 23 a a DT work_sgdejolmezfsfeseqbroy6peum 113 24 random random JJ work_sgdejolmezfsfeseqbroy6peum 113 25 selection selection NN work_sgdejolmezfsfeseqbroy6peum 113 26 . . . work_sgdejolmezfsfeseqbroy6peum 114 1 For for IN work_sgdejolmezfsfeseqbroy6peum 114 2 the the DT work_sgdejolmezfsfeseqbroy6peum 114 3 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 114 4 process process NN work_sgdejolmezfsfeseqbroy6peum 114 5 , , , work_sgdejolmezfsfeseqbroy6peum 114 6 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 114 7 employ employ VBP work_sgdejolmezfsfeseqbroy6peum 114 8 a a DT work_sgdejolmezfsfeseqbroy6peum 114 9 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 114 10 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 114 11 operator operator NN work_sgdejolmezfsfeseqbroy6peum 114 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 114 13 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 114 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 114 15 that that WDT work_sgdejolmezfsfeseqbroy6peum 114 16 recombines recombine VBZ work_sgdejolmezfsfeseqbroy6peum 114 17 two two CD work_sgdejolmezfsfeseqbroy6peum 114 18 parent parent NN work_sgdejolmezfsfeseqbroy6peum 114 19 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 114 20 from from IN work_sgdejolmezfsfeseqbroy6peum 114 21 subset subset NN work_sgdejolmezfsfeseqbroy6peum 114 22 p. p. NN work_sgdejolmezfsfeseqbroy6peum 114 23 Elements Elements NNP work_sgdejolmezfsfeseqbroy6peum 114 24 of of IN work_sgdejolmezfsfeseqbroy6peum 114 25 the the DT work_sgdejolmezfsfeseqbroy6peum 114 26 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 114 27 are be VBP work_sgdejolmezfsfeseqbroy6peum 114 28 scanned scan VBN work_sgdejolmezfsfeseqbroy6peum 114 29 from from IN work_sgdejolmezfsfeseqbroy6peum 114 30 left leave VBN work_sgdejolmezfsfeseqbroy6peum 114 31 to to IN work_sgdejolmezfsfeseqbroy6peum 114 32 right right NN work_sgdejolmezfsfeseqbroy6peum 114 33 and and CC work_sgdejolmezfsfeseqbroy6peum 114 34 each each DT work_sgdejolmezfsfeseqbroy6peum 114 35 element element NN work_sgdejolmezfsfeseqbroy6peum 114 36 in in IN work_sgdejolmezfsfeseqbroy6peum 114 37 the the DT work_sgdejolmezfsfeseqbroy6peum 114 38 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 114 39 keeps keep VBZ work_sgdejolmezfsfeseqbroy6peum 114 40 with with IN work_sgdejolmezfsfeseqbroy6peum 114 41 equal equal JJ work_sgdejolmezfsfeseqbroy6peum 114 42 probability probability NN work_sgdejolmezfsfeseqbroy6peum 114 43 the the DT work_sgdejolmezfsfeseqbroy6peum 114 44 value value NN work_sgdejolmezfsfeseqbroy6peum 114 45 j j NN work_sgdejolmezfsfeseqbroy6peum 114 46 ∈ ∈ NNP work_sgdejolmezfsfeseqbroy6peum 114 47 [ [ -LRB- work_sgdejolmezfsfeseqbroy6peum 114 48 1 1 CD work_sgdejolmezfsfeseqbroy6peum 114 49 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 114 50 n n LS work_sgdejolmezfsfeseqbroy6peum 114 51 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 114 52 found find VBN work_sgdejolmezfsfeseqbroy6peum 114 53 in in IN work_sgdejolmezfsfeseqbroy6peum 114 54 either either DT work_sgdejolmezfsfeseqbroy6peum 114 55 of of IN work_sgdejolmezfsfeseqbroy6peum 114 56 the the DT work_sgdejolmezfsfeseqbroy6peum 114 57 two two CD work_sgdejolmezfsfeseqbroy6peum 114 58 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 114 59 , , , work_sgdejolmezfsfeseqbroy6peum 114 60 under under IN work_sgdejolmezfsfeseqbroy6peum 114 61 the the DT work_sgdejolmezfsfeseqbroy6peum 114 62 6 6 CD work_sgdejolmezfsfeseqbroy6peum 114 63 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 114 64 1 1 CD work_sgdejolmezfsfeseqbroy6peum 114 65 General general JJ work_sgdejolmezfsfeseqbroy6peum 114 66 scheme scheme NN work_sgdejolmezfsfeseqbroy6peum 114 67 of of IN work_sgdejolmezfsfeseqbroy6peum 114 68 the the DT work_sgdejolmezfsfeseqbroy6peum 114 69 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 114 70 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 114 71 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 114 72 1 1 CD work_sgdejolmezfsfeseqbroy6peum 114 73 : : : work_sgdejolmezfsfeseqbroy6peum 114 74 Initialize initialize VB work_sgdejolmezfsfeseqbroy6peum 114 75 the the DT work_sgdejolmezfsfeseqbroy6peum 114 76 number number NN work_sgdejolmezfsfeseqbroy6peum 114 77 of of IN work_sgdejolmezfsfeseqbroy6peum 114 78 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 114 79 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 114 80 for for IN work_sgdejolmezfsfeseqbroy6peum 114 81 short short JJ work_sgdejolmezfsfeseqbroy6peum 114 82 and and CC work_sgdejolmezfsfeseqbroy6peum 114 83 long long JJ work_sgdejolmezfsfeseqbroy6peum 114 84 runs run NNS work_sgdejolmezfsfeseqbroy6peum 114 85 ts ts NN work_sgdejolmezfsfeseqbroy6peum 114 86 and and CC work_sgdejolmezfsfeseqbroy6peum 114 87 tl tl VBP work_sgdejolmezfsfeseqbroy6peum 114 88 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 114 89 , , , work_sgdejolmezfsfeseqbroy6peum 114 90 the the DT work_sgdejolmezfsfeseqbroy6peum 114 91 minimum minimum JJ work_sgdejolmezfsfeseqbroy6peum 114 92 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 114 93 degree degree NN work_sgdejolmezfsfeseqbroy6peum 114 94 µmin µmin NN work_sgdejolmezfsfeseqbroy6peum 114 95 and and CC work_sgdejolmezfsfeseqbroy6peum 114 96 the the DT work_sgdejolmezfsfeseqbroy6peum 114 97 increment increment NN work_sgdejolmezfsfeseqbroy6peum 114 98 m m NNP work_sgdejolmezfsfeseqbroy6peum 114 99 of of IN work_sgdejolmezfsfeseqbroy6peum 114 100 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 114 101 degree degree NN work_sgdejolmezfsfeseqbroy6peum 114 102 2 2 CD work_sgdejolmezfsfeseqbroy6peum 114 103 : : : work_sgdejolmezfsfeseqbroy6peum 114 104 Randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 114 105 generate generate VB work_sgdejolmezfsfeseqbroy6peum 114 106 initial initial JJ work_sgdejolmezfsfeseqbroy6peum 114 107 population population NN work_sgdejolmezfsfeseqbroy6peum 114 108 P p NN work_sgdejolmezfsfeseqbroy6peum 114 109 3 3 CD work_sgdejolmezfsfeseqbroy6peum 114 110 : : : work_sgdejolmezfsfeseqbroy6peum 114 111 P p NN work_sgdejolmezfsfeseqbroy6peum 114 112 ← ← NNS work_sgdejolmezfsfeseqbroy6peum 114 113 BLS(P BLS(P NNS work_sgdejolmezfsfeseqbroy6peum 114 114 , , , work_sgdejolmezfsfeseqbroy6peum 114 115 ts ts NN work_sgdejolmezfsfeseqbroy6peum 114 116 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 114 117 / / NFP work_sgdejolmezfsfeseqbroy6peum 114 118 * * NFP work_sgdejolmezfsfeseqbroy6peum 114 119 Improve improve VB work_sgdejolmezfsfeseqbroy6peum 114 120 each each DT work_sgdejolmezfsfeseqbroy6peum 114 121 individual individual NN work_sgdejolmezfsfeseqbroy6peum 114 122 with with IN work_sgdejolmezfsfeseqbroy6peum 114 123 ts ts DT work_sgdejolmezfsfeseqbroy6peum 114 124 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 114 125 of of IN work_sgdejolmezfsfeseqbroy6peum 114 126 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 114 127 , , , work_sgdejolmezfsfeseqbroy6peum 114 128 Sect Sect NNP work_sgdejolmezfsfeseqbroy6peum 114 129 . . . work_sgdejolmezfsfeseqbroy6peum 115 1 3.2 3.2 CD work_sgdejolmezfsfeseqbroy6peum 115 2 * * NFP work_sgdejolmezfsfeseqbroy6peum 115 3 / / SYM work_sgdejolmezfsfeseqbroy6peum 115 4 4 4 CD work_sgdejolmezfsfeseqbroy6peum 115 5 : : SYM work_sgdejolmezfsfeseqbroy6peum 115 6 π π LS work_sgdejolmezfsfeseqbroy6peum 115 7 best good JJS work_sgdejolmezfsfeseqbroy6peum 115 8 ← ← NNS work_sgdejolmezfsfeseqbroy6peum 115 9 BestIndividual(P BestIndividual(P NNP work_sgdejolmezfsfeseqbroy6peum 115 10 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 115 11 / / NFP work_sgdejolmezfsfeseqbroy6peum 115 12 * * NFP work_sgdejolmezfsfeseqbroy6peum 115 13 Initialize initialize VB work_sgdejolmezfsfeseqbroy6peum 115 14 the the DT work_sgdejolmezfsfeseqbroy6peum 115 15 best good JJS work_sgdejolmezfsfeseqbroy6peum 115 16 individual individual JJ work_sgdejolmezfsfeseqbroy6peum 115 17 * * NFP work_sgdejolmezfsfeseqbroy6peum 115 18 / / SYM work_sgdejolmezfsfeseqbroy6peum 115 19 5 5 CD work_sgdejolmezfsfeseqbroy6peum 115 20 : : SYM work_sgdejolmezfsfeseqbroy6peum 115 21 µ µ NN work_sgdejolmezfsfeseqbroy6peum 115 22 ← ← NNP work_sgdejolmezfsfeseqbroy6peum 115 23 µmin µmin NN work_sgdejolmezfsfeseqbroy6peum 115 24 / / SYM work_sgdejolmezfsfeseqbroy6peum 115 25 * * NFP work_sgdejolmezfsfeseqbroy6peum 115 26 Initialize initialize VB work_sgdejolmezfsfeseqbroy6peum 115 27 the the DT work_sgdejolmezfsfeseqbroy6peum 115 28 current current JJ work_sgdejolmezfsfeseqbroy6peum 115 29 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 115 30 degree degree NN work_sgdejolmezfsfeseqbroy6peum 115 31 * * NFP work_sgdejolmezfsfeseqbroy6peum 115 32 / / SYM work_sgdejolmezfsfeseqbroy6peum 115 33 6 6 CD work_sgdejolmezfsfeseqbroy6peum 115 34 : : : work_sgdejolmezfsfeseqbroy6peum 115 35 for for IN work_sgdejolmezfsfeseqbroy6peum 115 36 i i PRP work_sgdejolmezfsfeseqbroy6peum 115 37 : : : work_sgdejolmezfsfeseqbroy6peum 115 38 = = NFP work_sgdejolmezfsfeseqbroy6peum 115 39 0 0 CD work_sgdejolmezfsfeseqbroy6peum 115 40 to to IN work_sgdejolmezfsfeseqbroy6peum 115 41 number number NN work_sgdejolmezfsfeseqbroy6peum 115 42 of of IN work_sgdejolmezfsfeseqbroy6peum 115 43 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 115 44 φ φ SYM work_sgdejolmezfsfeseqbroy6peum 115 45 do do VBP work_sgdejolmezfsfeseqbroy6peum 115 46 7 7 CD work_sgdejolmezfsfeseqbroy6peum 115 47 : : : work_sgdejolmezfsfeseqbroy6peum 115 48 Select select VB work_sgdejolmezfsfeseqbroy6peum 115 49 a a DT work_sgdejolmezfsfeseqbroy6peum 115 50 subset subset NN work_sgdejolmezfsfeseqbroy6peum 115 51 of of IN work_sgdejolmezfsfeseqbroy6peum 115 52 parent parent NN work_sgdejolmezfsfeseqbroy6peum 115 53 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 115 54 p p NN work_sgdejolmezfsfeseqbroy6peum 115 55 from from IN work_sgdejolmezfsfeseqbroy6peum 115 56 P p NN work_sgdejolmezfsfeseqbroy6peum 115 57 / / SYM work_sgdejolmezfsfeseqbroy6peum 115 58 * * NFP work_sgdejolmezfsfeseqbroy6peum 115 59 Sect Sect NNP work_sgdejolmezfsfeseqbroy6peum 115 60 . . . work_sgdejolmezfsfeseqbroy6peum 116 1 3.1 3.1 CD work_sgdejolmezfsfeseqbroy6peum 116 2 8 8 CD work_sgdejolmezfsfeseqbroy6peum 116 3 : : : work_sgdejolmezfsfeseqbroy6peum 116 4 π π LS work_sgdejolmezfsfeseqbroy6peum 116 5 0 0 CD work_sgdejolmezfsfeseqbroy6peum 116 6 ← ← NNP work_sgdejolmezfsfeseqbroy6peum 116 7 Crossover(p Crossover(p NNP work_sgdejolmezfsfeseqbroy6peum 116 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 116 9 / / NFP work_sgdejolmezfsfeseqbroy6peum 116 10 * * NFP work_sgdejolmezfsfeseqbroy6peum 116 11 Generate generate VB work_sgdejolmezfsfeseqbroy6peum 116 12 an an DT work_sgdejolmezfsfeseqbroy6peum 116 13 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 116 14 , , , work_sgdejolmezfsfeseqbroy6peum 116 15 Sect Sect NNP work_sgdejolmezfsfeseqbroy6peum 116 16 . . . work_sgdejolmezfsfeseqbroy6peum 117 1 3.1 3.1 CD work_sgdejolmezfsfeseqbroy6peum 117 2 * * NFP work_sgdejolmezfsfeseqbroy6peum 117 3 / / SYM work_sgdejolmezfsfeseqbroy6peum 117 4 9 9 CD work_sgdejolmezfsfeseqbroy6peum 117 5 : : : work_sgdejolmezfsfeseqbroy6peum 117 6 π π CD work_sgdejolmezfsfeseqbroy6peum 117 7 0 0 CD work_sgdejolmezfsfeseqbroy6peum 117 8 ← ← NNS work_sgdejolmezfsfeseqbroy6peum 117 9 BLS(π0 BLS(π0 NNP work_sgdejolmezfsfeseqbroy6peum 117 10 , , , work_sgdejolmezfsfeseqbroy6peum 117 11 tl tl NNP work_sgdejolmezfsfeseqbroy6peum 117 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 117 13 / / NFP work_sgdejolmezfsfeseqbroy6peum 117 14 * * NFP work_sgdejolmezfsfeseqbroy6peum 117 15 Improve improve VB work_sgdejolmezfsfeseqbroy6peum 117 16 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 117 17 π π NN work_sgdejolmezfsfeseqbroy6peum 117 18 0 0 CD work_sgdejolmezfsfeseqbroy6peum 117 19 with with IN work_sgdejolmezfsfeseqbroy6peum 117 20 long long JJ work_sgdejolmezfsfeseqbroy6peum 117 21 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 117 22 run run NN work_sgdejolmezfsfeseqbroy6peum 117 23 , , , work_sgdejolmezfsfeseqbroy6peum 117 24 Sect Sect NNP work_sgdejolmezfsfeseqbroy6peum 117 25 . . . work_sgdejolmezfsfeseqbroy6peum 118 1 3.2 3.2 CD work_sgdejolmezfsfeseqbroy6peum 118 2 * * NFP work_sgdejolmezfsfeseqbroy6peum 118 3 / / SYM work_sgdejolmezfsfeseqbroy6peum 118 4 10 10 CD work_sgdejolmezfsfeseqbroy6peum 118 5 : : : work_sgdejolmezfsfeseqbroy6peum 118 6 P p NN work_sgdejolmezfsfeseqbroy6peum 118 7 ← ← NNP work_sgdejolmezfsfeseqbroy6peum 118 8 ReplacementStrategy(P ReplacementStrategy(P NNP work_sgdejolmezfsfeseqbroy6peum 118 9 , , , work_sgdejolmezfsfeseqbroy6peum 118 10 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 118 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 118 12 / / NFP work_sgdejolmezfsfeseqbroy6peum 118 13 * * NFP work_sgdejolmezfsfeseqbroy6peum 118 14 Sect Sect NNP work_sgdejolmezfsfeseqbroy6peum 118 15 . . . work_sgdejolmezfsfeseqbroy6peum 119 1 3.3 3.3 CD work_sgdejolmezfsfeseqbroy6peum 119 2 * * NFP work_sgdejolmezfsfeseqbroy6peum 119 3 / / SYM work_sgdejolmezfsfeseqbroy6peum 119 4 11 11 CD work_sgdejolmezfsfeseqbroy6peum 119 5 : : : work_sgdejolmezfsfeseqbroy6peum 119 6 if if IN work_sgdejolmezfsfeseqbroy6peum 119 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 119 8 πbest πb JJS work_sgdejolmezfsfeseqbroy6peum 119 9 not not RB work_sgdejolmezfsfeseqbroy6peum 119 10 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 119 11 after after IN work_sgdejolmezfsfeseqbroy6peum 119 12 ν ν NN work_sgdejolmezfsfeseqbroy6peum 119 13 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 119 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 119 15 then then RB work_sgdejolmezfsfeseqbroy6peum 119 16 12 12 CD work_sgdejolmezfsfeseqbroy6peum 119 17 : : : work_sgdejolmezfsfeseqbroy6peum 119 18 P p NN work_sgdejolmezfsfeseqbroy6peum 119 19 ← ← NNS work_sgdejolmezfsfeseqbroy6peum 119 20 Mutate(P Mutate(P NNS work_sgdejolmezfsfeseqbroy6peum 119 21 , , , work_sgdejolmezfsfeseqbroy6peum 119 22 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 119 23 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 119 24 / / NFP work_sgdejolmezfsfeseqbroy6peum 119 25 * * NFP work_sgdejolmezfsfeseqbroy6peum 119 26 Sect Sect NNP work_sgdejolmezfsfeseqbroy6peum 119 27 . . . work_sgdejolmezfsfeseqbroy6peum 120 1 3.4 3.4 CD work_sgdejolmezfsfeseqbroy6peum 120 2 * * NFP work_sgdejolmezfsfeseqbroy6peum 120 3 / / SYM work_sgdejolmezfsfeseqbroy6peum 120 4 13 13 CD work_sgdejolmezfsfeseqbroy6peum 120 5 : : : work_sgdejolmezfsfeseqbroy6peum 120 6 P p NN work_sgdejolmezfsfeseqbroy6peum 120 7 ← ← NNS work_sgdejolmezfsfeseqbroy6peum 120 8 BLS(P BLS(P NNS work_sgdejolmezfsfeseqbroy6peum 120 9 , , , work_sgdejolmezfsfeseqbroy6peum 120 10 ts ts NN work_sgdejolmezfsfeseqbroy6peum 120 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 12 14 14 CD work_sgdejolmezfsfeseqbroy6peum 120 13 : : : work_sgdejolmezfsfeseqbroy6peum 120 14 Update update VB work_sgdejolmezfsfeseqbroy6peum 120 15 the the DT work_sgdejolmezfsfeseqbroy6peum 120 16 best good JJS work_sgdejolmezfsfeseqbroy6peum 120 17 solution solution NN work_sgdejolmezfsfeseqbroy6peum 120 18 πbest πb JJS work_sgdejolmezfsfeseqbroy6peum 120 19 if if IN work_sgdejolmezfsfeseqbroy6peum 120 20 necessary necessary JJ work_sgdejolmezfsfeseqbroy6peum 120 21 15 15 CD work_sgdejolmezfsfeseqbroy6peum 120 22 : : : work_sgdejolmezfsfeseqbroy6peum 120 23 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 120 24 ← ← NNP work_sgdejolmezfsfeseqbroy6peum 120 25 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 120 26 + + CC work_sgdejolmezfsfeseqbroy6peum 120 27 m m NN work_sgdejolmezfsfeseqbroy6peum 120 28 / / SYM work_sgdejolmezfsfeseqbroy6peum 120 29 * * NFP work_sgdejolmezfsfeseqbroy6peum 120 30 Increase increase NN work_sgdejolmezfsfeseqbroy6peum 120 31 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 120 32 degree degree NN work_sgdejolmezfsfeseqbroy6peum 120 33 * * NFP work_sgdejolmezfsfeseqbroy6peum 120 34 / / SYM work_sgdejolmezfsfeseqbroy6peum 120 35 16 16 CD work_sgdejolmezfsfeseqbroy6peum 120 36 : : : work_sgdejolmezfsfeseqbroy6peum 120 37 end end NN work_sgdejolmezfsfeseqbroy6peum 120 38 if if IN work_sgdejolmezfsfeseqbroy6peum 120 39 17 17 CD work_sgdejolmezfsfeseqbroy6peum 120 40 : : : work_sgdejolmezfsfeseqbroy6peum 120 41 if if IN work_sgdejolmezfsfeseqbroy6peum 120 42 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 120 43 f(πbest f(πbest -RRB- work_sgdejolmezfsfeseqbroy6peum 120 44 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 45 > > XX work_sgdejolmezfsfeseqbroy6peum 120 46 f(π0 f(π0 NNP work_sgdejolmezfsfeseqbroy6peum 120 47 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 48 or or CC work_sgdejolmezfsfeseqbroy6peum 120 49 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 120 50 > > XX work_sgdejolmezfsfeseqbroy6peum 120 51 n n XX work_sgdejolmezfsfeseqbroy6peum 120 52 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 53 then then RB work_sgdejolmezfsfeseqbroy6peum 120 54 18 18 CD work_sgdejolmezfsfeseqbroy6peum 120 55 : : : work_sgdejolmezfsfeseqbroy6peum 120 56 µ µ NN work_sgdejolmezfsfeseqbroy6peum 120 57 ← ← NNP work_sgdejolmezfsfeseqbroy6peum 120 58 µmin µmin NNP work_sgdejolmezfsfeseqbroy6peum 120 59 / / SYM work_sgdejolmezfsfeseqbroy6peum 120 60 * * NFP work_sgdejolmezfsfeseqbroy6peum 120 61 Reset Reset NNP work_sgdejolmezfsfeseqbroy6peum 120 62 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 120 63 degree degree NN work_sgdejolmezfsfeseqbroy6peum 120 64 to to TO work_sgdejolmezfsfeseqbroy6peum 120 65 default default VB work_sgdejolmezfsfeseqbroy6peum 120 66 * * NFP work_sgdejolmezfsfeseqbroy6peum 120 67 / / SYM work_sgdejolmezfsfeseqbroy6peum 120 68 19 19 CD work_sgdejolmezfsfeseqbroy6peum 120 69 : : : work_sgdejolmezfsfeseqbroy6peum 120 70 end end NN work_sgdejolmezfsfeseqbroy6peum 120 71 if if IN work_sgdejolmezfsfeseqbroy6peum 120 72 20 20 CD work_sgdejolmezfsfeseqbroy6peum 120 73 : : : work_sgdejolmezfsfeseqbroy6peum 120 74 if if IN work_sgdejolmezfsfeseqbroy6peum 120 75 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 120 76 f(πbest f(πbest -RRB- work_sgdejolmezfsfeseqbroy6peum 120 77 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 78 > > XX work_sgdejolmezfsfeseqbroy6peum 120 79 f(π0 f(π0 NNP work_sgdejolmezfsfeseqbroy6peum 120 80 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 81 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 120 82 then then RB work_sgdejolmezfsfeseqbroy6peum 120 83 21 21 CD work_sgdejolmezfsfeseqbroy6peum 120 84 : : : work_sgdejolmezfsfeseqbroy6peum 120 85 π π LS work_sgdejolmezfsfeseqbroy6peum 120 86 best good JJS work_sgdejolmezfsfeseqbroy6peum 120 87 ← ← NNS work_sgdejolmezfsfeseqbroy6peum 120 88 π π NN work_sgdejolmezfsfeseqbroy6peum 120 89 0 0 CD work_sgdejolmezfsfeseqbroy6peum 120 90 22 22 CD work_sgdejolmezfsfeseqbroy6peum 120 91 : : : work_sgdejolmezfsfeseqbroy6peum 120 92 end end NN work_sgdejolmezfsfeseqbroy6peum 120 93 if if IN work_sgdejolmezfsfeseqbroy6peum 120 94 23 23 CD work_sgdejolmezfsfeseqbroy6peum 120 95 : : : work_sgdejolmezfsfeseqbroy6peum 120 96 end end NN work_sgdejolmezfsfeseqbroy6peum 120 97 for for IN work_sgdejolmezfsfeseqbroy6peum 120 98 constraint constraint NN work_sgdejolmezfsfeseqbroy6peum 120 99 that that IN work_sgdejolmezfsfeseqbroy6peum 120 100 j j NNP work_sgdejolmezfsfeseqbroy6peum 120 101 has have VBZ work_sgdejolmezfsfeseqbroy6peum 120 102 not not RB work_sgdejolmezfsfeseqbroy6peum 120 103 been be VBN work_sgdejolmezfsfeseqbroy6peum 120 104 assigned assign VBN work_sgdejolmezfsfeseqbroy6peum 120 105 before before RB work_sgdejolmezfsfeseqbroy6peum 120 106 to to IN work_sgdejolmezfsfeseqbroy6peum 120 107 any any DT work_sgdejolmezfsfeseqbroy6peum 120 108 element element NN work_sgdejolmezfsfeseqbroy6peum 120 109 in in IN work_sgdejolmezfsfeseqbroy6peum 120 110 the the DT work_sgdejolmezfsfeseqbroy6peum 120 111 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 120 112 . . . work_sgdejolmezfsfeseqbroy6peum 121 1 Any any DT work_sgdejolmezfsfeseqbroy6peum 121 2 unassigned unassigned JJ work_sgdejolmezfsfeseqbroy6peum 121 3 element element NN work_sgdejolmezfsfeseqbroy6peum 121 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 121 5 given give VBN work_sgdejolmezfsfeseqbroy6peum 121 6 a a DT work_sgdejolmezfsfeseqbroy6peum 121 7 random random JJ work_sgdejolmezfsfeseqbroy6peum 121 8 value value NN work_sgdejolmezfsfeseqbroy6peum 121 9 j j NN work_sgdejolmezfsfeseqbroy6peum 121 10 such such JJ work_sgdejolmezfsfeseqbroy6peum 121 11 that that IN work_sgdejolmezfsfeseqbroy6peum 121 12 j j NNP work_sgdejolmezfsfeseqbroy6peum 121 13 does do VBZ work_sgdejolmezfsfeseqbroy6peum 121 14 not not RB work_sgdejolmezfsfeseqbroy6peum 121 15 appear appear VB work_sgdejolmezfsfeseqbroy6peum 121 16 twice twice RB work_sgdejolmezfsfeseqbroy6peum 121 17 in in IN work_sgdejolmezfsfeseqbroy6peum 121 18 the the DT work_sgdejolmezfsfeseqbroy6peum 121 19 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 121 20 . . . work_sgdejolmezfsfeseqbroy6peum 122 1 An an DT work_sgdejolmezfsfeseqbroy6peum 122 2 example example NN work_sgdejolmezfsfeseqbroy6peum 122 3 of of IN work_sgdejolmezfsfeseqbroy6peum 122 4 this this DT work_sgdejolmezfsfeseqbroy6peum 122 5 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 122 6 process process NN work_sgdejolmezfsfeseqbroy6peum 122 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 122 8 illustrated illustrate VBN work_sgdejolmezfsfeseqbroy6peum 122 9 in in IN work_sgdejolmezfsfeseqbroy6peum 122 10 Figure Figure NNP work_sgdejolmezfsfeseqbroy6peum 122 11 1 1 CD work_sgdejolmezfsfeseqbroy6peum 122 12 . . . work_sgdejolmezfsfeseqbroy6peum 123 1 The the DT work_sgdejolmezfsfeseqbroy6peum 123 2 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 123 3 of of IN work_sgdejolmezfsfeseqbroy6peum 123 4 this this DT work_sgdejolmezfsfeseqbroy6peum 123 5 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 123 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 123 7 O(n o(n NN work_sgdejolmezfsfeseqbroy6peum 123 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 123 9 . . . work_sgdejolmezfsfeseqbroy6peum 124 1 Since since IN work_sgdejolmezfsfeseqbroy6peum 124 2 the the DT work_sgdejolmezfsfeseqbroy6peum 124 3 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 124 4 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 124 5 permits permit VBZ work_sgdejolmezfsfeseqbroy6peum 124 6 great great JJ work_sgdejolmezfsfeseqbroy6peum 124 7 flexibility flexibility NN work_sgdejolmezfsfeseqbroy6peum 124 8 , , , work_sgdejolmezfsfeseqbroy6peum 124 9 different different JJ work_sgdejolmezfsfeseqbroy6peum 124 10 variations variation NNS work_sgdejolmezfsfeseqbroy6peum 124 11 of of IN work_sgdejolmezfsfeseqbroy6peum 124 12 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 124 13 basic basic JJ work_sgdejolmezfsfeseqbroy6peum 124 14 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 124 15 have have VBP work_sgdejolmezfsfeseqbroy6peum 124 16 been be VBN work_sgdejolmezfsfeseqbroy6peum 124 17 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 124 18 and and CC work_sgdejolmezfsfeseqbroy6peum 124 19 applied apply VBN work_sgdejolmezfsfeseqbroy6peum 124 20 to to IN work_sgdejolmezfsfeseqbroy6peum 124 21 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 124 22 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 124 23 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 124 24 & & CC work_sgdejolmezfsfeseqbroy6peum 124 25 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 124 26 , , , work_sgdejolmezfsfeseqbroy6peum 124 27 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 124 28 ; ; : work_sgdejolmezfsfeseqbroy6peum 124 29 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 124 30 , , , work_sgdejolmezfsfeseqbroy6peum 124 31 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 124 32 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 124 33 . . . work_sgdejolmezfsfeseqbroy6peum 125 1 Despite despite IN work_sgdejolmezfsfeseqbroy6peum 125 2 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 125 3 simplicity simplicity NN work_sgdejolmezfsfeseqbroy6peum 125 4 , , , work_sgdejolmezfsfeseqbroy6peum 125 5 the the DT work_sgdejolmezfsfeseqbroy6peum 125 6 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 125 7 has have VBZ work_sgdejolmezfsfeseqbroy6peum 125 8 shown show VBN work_sgdejolmezfsfeseqbroy6peum 125 9 to to TO work_sgdejolmezfsfeseqbroy6peum 125 10 provide provide VB work_sgdejolmezfsfeseqbroy6peum 125 11 very very RB work_sgdejolmezfsfeseqbroy6peum 125 12 good good JJ work_sgdejolmezfsfeseqbroy6peum 125 13 results result NNS work_sgdejolmezfsfeseqbroy6peum 125 14 on on IN work_sgdejolmezfsfeseqbroy6peum 125 15 different different JJ work_sgdejolmezfsfeseqbroy6peum 125 16 combinatorial combinatorial JJ work_sgdejolmezfsfeseqbroy6peum 125 17 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 125 18 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 125 19 including include VBG work_sgdejolmezfsfeseqbroy6peum 125 20 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 125 21 . . . work_sgdejolmezfsfeseqbroy6peum 126 1 A a DT work_sgdejolmezfsfeseqbroy6peum 126 2 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 126 3 of of IN work_sgdejolmezfsfeseqbroy6peum 126 4 the the DT work_sgdejolmezfsfeseqbroy6peum 126 5 simple simple JJ work_sgdejolmezfsfeseqbroy6peum 126 6 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 126 7 with with IN work_sgdejolmezfsfeseqbroy6peum 126 8 several several JJ work_sgdejolmezfsfeseqbroy6peum 126 9 other other JJ work_sgdejolmezfsfeseqbroy6peum 126 10 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 126 11 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 126 12 used use VBN work_sgdejolmezfsfeseqbroy6peum 126 13 for for IN work_sgdejolmezfsfeseqbroy6peum 126 14 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 126 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 126 16 reported report VBN work_sgdejolmezfsfeseqbroy6peum 126 17 in in IN work_sgdejolmezfsfeseqbroy6peum 126 18 Section section NN work_sgdejolmezfsfeseqbroy6peum 126 19 5.2 5.2 CD work_sgdejolmezfsfeseqbroy6peum 126 20 . . . work_sgdejolmezfsfeseqbroy6peum 127 1 3.2 3.2 CD work_sgdejolmezfsfeseqbroy6peum 127 2 . . . work_sgdejolmezfsfeseqbroy6peum 128 1 Breakout breakout NN work_sgdejolmezfsfeseqbroy6peum 128 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 128 3 search search NN work_sgdejolmezfsfeseqbroy6peum 128 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 128 5 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 128 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 128 7 The the DT work_sgdejolmezfsfeseqbroy6peum 128 8 local local JJ work_sgdejolmezfsfeseqbroy6peum 128 9 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 128 10 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 128 11 has have VBZ work_sgdejolmezfsfeseqbroy6peum 128 12 a a DT work_sgdejolmezfsfeseqbroy6peum 128 13 significant significant JJ work_sgdejolmezfsfeseqbroy6peum 128 14 impact impact NN work_sgdejolmezfsfeseqbroy6peum 128 15 to to IN work_sgdejolmezfsfeseqbroy6peum 128 16 the the DT work_sgdejolmezfsfeseqbroy6peum 128 17 overall overall JJ work_sgdejolmezfsfeseqbroy6peum 128 18 performance performance NN work_sgdejolmezfsfeseqbroy6peum 128 19 of of IN work_sgdejolmezfsfeseqbroy6peum 128 20 a a DT work_sgdejolmezfsfeseqbroy6peum 128 21 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 128 22 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 128 23 . . . work_sgdejolmezfsfeseqbroy6peum 129 1 In in IN work_sgdejolmezfsfeseqbroy6peum 129 2 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 129 3 case case NN work_sgdejolmezfsfeseqbroy6peum 129 4 , , , work_sgdejolmezfsfeseqbroy6peum 129 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 129 6 adopt adopt VBP work_sgdejolmezfsfeseqbroy6peum 129 7 an an DT work_sgdejolmezfsfeseqbroy6peum 129 8 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 129 9 local local JJ work_sgdejolmezfsfeseqbroy6peum 129 10 search search NN work_sgdejolmezfsfeseqbroy6peum 129 11 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 129 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 129 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 129 14 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 129 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 129 16 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 129 17 & & CC work_sgdejolmezfsfeseqbroy6peum 129 18 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 129 19 , , , work_sgdejolmezfsfeseqbroy6peum 129 20 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 129 21 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 129 22 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 129 23 call call VB work_sgdejolmezfsfeseqbroy6peum 129 24 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 129 25 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 129 26 for for IN work_sgdejolmezfsfeseqbroy6peum 129 27 simplicity simplicity NN work_sgdejolmezfsfeseqbroy6peum 129 28 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 129 29 . . . work_sgdejolmezfsfeseqbroy6peum 130 1 As as IN work_sgdejolmezfsfeseqbroy6peum 130 2 most most JJS work_sgdejolmezfsfeseqbroy6peum 130 3 local local JJ work_sgdejolmezfsfeseqbroy6peum 130 4 search search NN work_sgdejolmezfsfeseqbroy6peum 130 5 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 130 6 for for IN work_sgdejolmezfsfeseqbroy6peum 130 7 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 130 8 , , , work_sgdejolmezfsfeseqbroy6peum 130 9 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 130 10 employs employ VBZ work_sgdejolmezfsfeseqbroy6peum 130 11 the the DT work_sgdejolmezfsfeseqbroy6peum 130 12 swap swap NN work_sgdejolmezfsfeseqbroy6peum 130 13 operator operator NN work_sgdejolmezfsfeseqbroy6peum 130 14 which which WDT work_sgdejolmezfsfeseqbroy6peum 130 15 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 130 16 in in IN work_sgdejolmezfsfeseqbroy6peum 130 17 exchanging exchange VBG work_sgdejolmezfsfeseqbroy6peum 130 18 the the DT work_sgdejolmezfsfeseqbroy6peum 130 19 values value NNS work_sgdejolmezfsfeseqbroy6peum 130 20 from from IN work_sgdejolmezfsfeseqbroy6peum 130 21 two two CD work_sgdejolmezfsfeseqbroy6peum 130 22 different different JJ work_sgdejolmezfsfeseqbroy6peum 130 23 positions position NNS work_sgdejolmezfsfeseqbroy6peum 130 24 in in IN work_sgdejolmezfsfeseqbroy6peum 130 25 π π NN work_sgdejolmezfsfeseqbroy6peum 130 26 , , , work_sgdejolmezfsfeseqbroy6peum 130 27 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 130 28 , , , work_sgdejolmezfsfeseqbroy6peum 130 29 permuting permute VBG work_sgdejolmezfsfeseqbroy6peum 130 30 the the DT work_sgdejolmezfsfeseqbroy6peum 130 31 locations location NNS work_sgdejolmezfsfeseqbroy6peum 130 32 of of IN work_sgdejolmezfsfeseqbroy6peum 130 33 two two CD work_sgdejolmezfsfeseqbroy6peum 130 34 facilities facility NNS work_sgdejolmezfsfeseqbroy6peum 130 35 . . . work_sgdejolmezfsfeseqbroy6peum 131 1 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 131 2 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 131 3 the the DT work_sgdejolmezfsfeseqbroy6peum 131 4 best good JJS work_sgdejolmezfsfeseqbroy6peum 131 5 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 131 6 descent descent NN work_sgdejolmezfsfeseqbroy6peum 131 7 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 131 8 to to TO work_sgdejolmezfsfeseqbroy6peum 131 9 exploit exploit VB work_sgdejolmezfsfeseqbroy6peum 131 10 the the DT work_sgdejolmezfsfeseqbroy6peum 131 11 whole whole JJ work_sgdejolmezfsfeseqbroy6peum 131 12 swap swap NN work_sgdejolmezfsfeseqbroy6peum 131 13 neighborhood neighborhood NN work_sgdejolmezfsfeseqbroy6peum 131 14 N(π N(π NNP work_sgdejolmezfsfeseqbroy6peum 131 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 131 16 , , , work_sgdejolmezfsfeseqbroy6peum 131 17 which which WDT work_sgdejolmezfsfeseqbroy6peum 131 18 is be VBZ work_sgdejolmezfsfeseqbroy6peum 131 19 evaluated evaluate VBN work_sgdejolmezfsfeseqbroy6peum 131 20 in in IN work_sgdejolmezfsfeseqbroy6peum 131 21 7 7 CD work_sgdejolmezfsfeseqbroy6peum 131 22 Figure figure NN work_sgdejolmezfsfeseqbroy6peum 131 23 1 1 CD work_sgdejolmezfsfeseqbroy6peum 131 24 : : : work_sgdejolmezfsfeseqbroy6peum 131 25 An an DT work_sgdejolmezfsfeseqbroy6peum 131 26 example example NN work_sgdejolmezfsfeseqbroy6peum 131 27 of of IN work_sgdejolmezfsfeseqbroy6peum 131 28 the the DT work_sgdejolmezfsfeseqbroy6peum 131 29 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 131 30 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 131 31 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 131 32 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 131 33 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 131 34 O(n2 o(n2 NN work_sgdejolmezfsfeseqbroy6peum 131 35 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 131 36 time time NN work_sgdejolmezfsfeseqbroy6peum 131 37 thanks thank NNS work_sgdejolmezfsfeseqbroy6peum 131 38 to to IN work_sgdejolmezfsfeseqbroy6peum 131 39 an an DT work_sgdejolmezfsfeseqbroy6peum 131 40 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 131 41 neighborhood neighborhood NN work_sgdejolmezfsfeseqbroy6peum 131 42 evaluation evaluation NN work_sgdejolmezfsfeseqbroy6peum 131 43 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 131 44 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 131 45 in in IN work_sgdejolmezfsfeseqbroy6peum 131 46 Taillard Taillard NNP work_sgdejolmezfsfeseqbroy6peum 131 47 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 131 48 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 131 49 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 131 50 . . . work_sgdejolmezfsfeseqbroy6peum 132 1 Once once IN work_sgdejolmezfsfeseqbroy6peum 132 2 a a DT work_sgdejolmezfsfeseqbroy6peum 132 3 local local JJ work_sgdejolmezfsfeseqbroy6peum 132 4 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 132 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 132 6 returned return VBN work_sgdejolmezfsfeseqbroy6peum 132 7 by by IN work_sgdejolmezfsfeseqbroy6peum 132 8 the the DT work_sgdejolmezfsfeseqbroy6peum 132 9 best good JJS work_sgdejolmezfsfeseqbroy6peum 132 10 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 132 11 descent descent NN work_sgdejolmezfsfeseqbroy6peum 132 12 pro- pro- NN work_sgdejolmezfsfeseqbroy6peum 132 13 cedure cedure NN work_sgdejolmezfsfeseqbroy6peum 132 14 , , , work_sgdejolmezfsfeseqbroy6peum 132 15 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 132 16 triggers trigger VBZ work_sgdejolmezfsfeseqbroy6peum 132 17 a a DT work_sgdejolmezfsfeseqbroy6peum 132 18 multi multi JJ work_sgdejolmezfsfeseqbroy6peum 132 19 - - JJ work_sgdejolmezfsfeseqbroy6peum 132 20 type type JJ work_sgdejolmezfsfeseqbroy6peum 132 21 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 132 22 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 132 23 which which WDT work_sgdejolmezfsfeseqbroy6peum 132 24 adaptively adaptively RB work_sgdejolmezfsfeseqbroy6peum 132 25 determines determine VBZ work_sgdejolmezfsfeseqbroy6peum 132 26 the the DT work_sgdejolmezfsfeseqbroy6peum 132 27 type type NN work_sgdejolmezfsfeseqbroy6peum 132 28 T t NN work_sgdejolmezfsfeseqbroy6peum 132 29 of of IN work_sgdejolmezfsfeseqbroy6peum 132 30 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 132 31 moves move NNS work_sgdejolmezfsfeseqbroy6peum 132 32 and and CC work_sgdejolmezfsfeseqbroy6peum 132 33 the the DT work_sgdejolmezfsfeseqbroy6peum 132 34 number number NN work_sgdejolmezfsfeseqbroy6peum 132 35 L l NN work_sgdejolmezfsfeseqbroy6peum 132 36 of of IN work_sgdejolmezfsfeseqbroy6peum 132 37 perturbations perturbation NNS work_sgdejolmezfsfeseqbroy6peum 132 38 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 132 39 called call VBN work_sgdejolmezfsfeseqbroy6peum 132 40 jump jump NN work_sgdejolmezfsfeseqbroy6peum 132 41 magnitude magnitude NN work_sgdejolmezfsfeseqbroy6peum 132 42 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 132 43 by by IN work_sgdejolmezfsfeseqbroy6peum 132 44 considering consider VBG work_sgdejolmezfsfeseqbroy6peum 132 45 some some DT work_sgdejolmezfsfeseqbroy6peum 132 46 information information NN work_sgdejolmezfsfeseqbroy6peum 132 47 related relate VBN work_sgdejolmezfsfeseqbroy6peum 132 48 to to IN work_sgdejolmezfsfeseqbroy6peum 132 49 the the DT work_sgdejolmezfsfeseqbroy6peum 132 50 search search NN work_sgdejolmezfsfeseqbroy6peum 132 51 state state NN work_sgdejolmezfsfeseqbroy6peum 132 52 . . . work_sgdejolmezfsfeseqbroy6peum 133 1 This this DT work_sgdejolmezfsfeseqbroy6peum 133 2 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 133 3 combines combine VBZ work_sgdejolmezfsfeseqbroy6peum 133 4 two two CD work_sgdejolmezfsfeseqbroy6peum 133 5 complementary complementary JJ work_sgdejolmezfsfeseqbroy6peum 133 6 types type NNS work_sgdejolmezfsfeseqbroy6peum 133 7 of of IN work_sgdejolmezfsfeseqbroy6peum 133 8 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 133 9 : : : work_sgdejolmezfsfeseqbroy6peum 133 10 a a DT work_sgdejolmezfsfeseqbroy6peum 133 11 guided guide VBN work_sgdejolmezfsfeseqbroy6peum 133 12 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 133 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 133 14 using use VBG work_sgdejolmezfsfeseqbroy6peum 133 15 a a DT work_sgdejolmezfsfeseqbroy6peum 133 16 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 133 17 list list NN work_sgdejolmezfsfeseqbroy6peum 133 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 133 19 and and CC work_sgdejolmezfsfeseqbroy6peum 133 20 a a DT work_sgdejolmezfsfeseqbroy6peum 133 21 random random JJ work_sgdejolmezfsfeseqbroy6peum 133 22 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 133 23 . . . work_sgdejolmezfsfeseqbroy6peum 134 1 The the DT work_sgdejolmezfsfeseqbroy6peum 134 2 tabu- tabu- NN work_sgdejolmezfsfeseqbroy6peum 134 3 based base VBN work_sgdejolmezfsfeseqbroy6peum 134 4 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 134 5 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 134 6 a a DT work_sgdejolmezfsfeseqbroy6peum 134 7 selection selection NN work_sgdejolmezfsfeseqbroy6peum 134 8 rule rule NN work_sgdejolmezfsfeseqbroy6peum 134 9 that that WDT work_sgdejolmezfsfeseqbroy6peum 134 10 favors favor VBZ work_sgdejolmezfsfeseqbroy6peum 134 11 swap swap VBP work_sgdejolmezfsfeseqbroy6peum 134 12 moves move NNS work_sgdejolmezfsfeseqbroy6peum 134 13 that that WDT work_sgdejolmezfsfeseqbroy6peum 134 14 minimize minimize VBP work_sgdejolmezfsfeseqbroy6peum 134 15 the the DT work_sgdejolmezfsfeseqbroy6peum 134 16 cost cost NN work_sgdejolmezfsfeseqbroy6peum 134 17 degradation degradation NN work_sgdejolmezfsfeseqbroy6peum 134 18 , , , work_sgdejolmezfsfeseqbroy6peum 134 19 under under IN work_sgdejolmezfsfeseqbroy6peum 134 20 the the DT work_sgdejolmezfsfeseqbroy6peum 134 21 constraint constraint NN work_sgdejolmezfsfeseqbroy6peum 134 22 that that IN work_sgdejolmezfsfeseqbroy6peum 134 23 the the DT work_sgdejolmezfsfeseqbroy6peum 134 24 move move NN work_sgdejolmezfsfeseqbroy6peum 134 25 has have VBZ work_sgdejolmezfsfeseqbroy6peum 134 26 not not RB work_sgdejolmezfsfeseqbroy6peum 134 27 been be VBN work_sgdejolmezfsfeseqbroy6peum 134 28 applied apply VBN work_sgdejolmezfsfeseqbroy6peum 134 29 during during IN work_sgdejolmezfsfeseqbroy6peum 134 30 the the DT work_sgdejolmezfsfeseqbroy6peum 134 31 last last JJ work_sgdejolmezfsfeseqbroy6peum 134 32 γ γ NN work_sgdejolmezfsfeseqbroy6peum 134 33 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 134 34 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 134 35 where where WRB work_sgdejolmezfsfeseqbroy6peum 134 36 γ γ NNP work_sgdejolmezfsfeseqbroy6peum 134 37 is be VBZ work_sgdejolmezfsfeseqbroy6peum 134 38 the the DT work_sgdejolmezfsfeseqbroy6peum 134 39 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 134 40 tenure tenure NN work_sgdejolmezfsfeseqbroy6peum 134 41 that that WDT work_sgdejolmezfsfeseqbroy6peum 134 42 takes take VBZ work_sgdejolmezfsfeseqbroy6peum 134 43 a a DT work_sgdejolmezfsfeseqbroy6peum 134 44 random random JJ work_sgdejolmezfsfeseqbroy6peum 134 45 value value NN work_sgdejolmezfsfeseqbroy6peum 134 46 from from IN work_sgdejolmezfsfeseqbroy6peum 134 47 a a DT work_sgdejolmezfsfeseqbroy6peum 134 48 given give VBN work_sgdejolmezfsfeseqbroy6peum 134 49 range range NN work_sgdejolmezfsfeseqbroy6peum 134 50 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 134 51 , , , work_sgdejolmezfsfeseqbroy6peum 134 52 while while IN work_sgdejolmezfsfeseqbroy6peum 134 53 the the DT work_sgdejolmezfsfeseqbroy6peum 134 54 random random JJ work_sgdejolmezfsfeseqbroy6peum 134 55 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 134 56 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 134 57 moves move NNS work_sgdejolmezfsfeseqbroy6peum 134 58 se- se- NNP work_sgdejolmezfsfeseqbroy6peum 134 59 lected lecte VBD work_sgdejolmezfsfeseqbroy6peum 134 60 uniformly uniformly RB work_sgdejolmezfsfeseqbroy6peum 134 61 at at IN work_sgdejolmezfsfeseqbroy6peum 134 62 random random JJ work_sgdejolmezfsfeseqbroy6peum 134 63 . . . work_sgdejolmezfsfeseqbroy6peum 135 1 In in IN work_sgdejolmezfsfeseqbroy6peum 135 2 order order NN work_sgdejolmezfsfeseqbroy6peum 135 3 to to TO work_sgdejolmezfsfeseqbroy6peum 135 4 insure insure VB work_sgdejolmezfsfeseqbroy6peum 135 5 a a DT work_sgdejolmezfsfeseqbroy6peum 135 6 good good JJ work_sgdejolmezfsfeseqbroy6peum 135 7 balance balance NN work_sgdejolmezfsfeseqbroy6peum 135 8 between between IN work_sgdejolmezfsfeseqbroy6peum 135 9 an an DT work_sgdejolmezfsfeseqbroy6peum 135 10 intensified intensify VBN work_sgdejolmezfsfeseqbroy6peum 135 11 and and CC work_sgdejolmezfsfeseqbroy6peum 135 12 a a DT work_sgdejolmezfsfeseqbroy6peum 135 13 diversified diversify VBN work_sgdejolmezfsfeseqbroy6peum 135 14 search search NN work_sgdejolmezfsfeseqbroy6peum 135 15 , , , work_sgdejolmezfsfeseqbroy6peum 135 16 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 135 17 - - HYPH work_sgdejolmezfsfeseqbroy6peum 135 18 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 135 19 alternates alternate NNS work_sgdejolmezfsfeseqbroy6peum 135 20 probabilistically probabilistically RB work_sgdejolmezfsfeseqbroy6peum 135 21 be- be- VBP work_sgdejolmezfsfeseqbroy6peum 135 22 tween tween NN work_sgdejolmezfsfeseqbroy6peum 135 23 the the DT work_sgdejolmezfsfeseqbroy6peum 135 24 two two CD work_sgdejolmezfsfeseqbroy6peum 135 25 types type NNS work_sgdejolmezfsfeseqbroy6peum 135 26 of of IN work_sgdejolmezfsfeseqbroy6peum 135 27 perturbations perturbation NNS work_sgdejolmezfsfeseqbroy6peum 135 28 . . . work_sgdejolmezfsfeseqbroy6peum 136 1 The the DT work_sgdejolmezfsfeseqbroy6peum 136 2 probability probability NN work_sgdejolmezfsfeseqbroy6peum 136 3 of of IN work_sgdejolmezfsfeseqbroy6peum 136 4 applying apply VBG work_sgdejolmezfsfeseqbroy6peum 136 5 a a DT work_sgdejolmezfsfeseqbroy6peum 136 6 particular particular JJ work_sgdejolmezfsfeseqbroy6peum 136 7 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 136 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 136 9 determined determine VBN work_sgdejolmezfsfeseqbroy6peum 136 10 dynamically dynamically RB work_sgdejolmezfsfeseqbroy6peum 136 11 depending depend VBG work_sgdejolmezfsfeseqbroy6peum 136 12 on on IN work_sgdejolmezfsfeseqbroy6peum 136 13 the the DT work_sgdejolmezfsfeseqbroy6peum 136 14 current current JJ work_sgdejolmezfsfeseqbroy6peum 136 15 number number NN work_sgdejolmezfsfeseqbroy6peum 136 16 ω ω CD work_sgdejolmezfsfeseqbroy6peum 136 17 of of IN work_sgdejolmezfsfeseqbroy6peum 136 18 consecutive consecutive JJ work_sgdejolmezfsfeseqbroy6peum 136 19 non non JJ work_sgdejolmezfsfeseqbroy6peum 136 20 - - JJ work_sgdejolmezfsfeseqbroy6peum 136 21 improving improving JJ work_sgdejolmezfsfeseqbroy6peum 136 22 attractors attractor NNS work_sgdejolmezfsfeseqbroy6peum 136 23 visited visit VBD work_sgdejolmezfsfeseqbroy6peum 136 24 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 136 25 see see VB work_sgdejolmezfsfeseqbroy6peum 136 26 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 136 27 & & CC work_sgdejolmezfsfeseqbroy6peum 136 28 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 136 29 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 136 30 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 136 31 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 136 32 for for IN work_sgdejolmezfsfeseqbroy6peum 136 33 more more JJR work_sgdejolmezfsfeseqbroy6peum 136 34 details detail NNS work_sgdejolmezfsfeseqbroy6peum 136 35 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 136 36 . . . work_sgdejolmezfsfeseqbroy6peum 137 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 137 2 limit limit VBP work_sgdejolmezfsfeseqbroy6peum 137 3 the the DT work_sgdejolmezfsfeseqbroy6peum 137 4 probability probability NN work_sgdejolmezfsfeseqbroy6peum 137 5 of of IN work_sgdejolmezfsfeseqbroy6peum 137 6 applying apply VBG work_sgdejolmezfsfeseqbroy6peum 137 7 the the DT work_sgdejolmezfsfeseqbroy6peum 137 8 tabu tabu RB work_sgdejolmezfsfeseqbroy6peum 137 9 - - HYPH work_sgdejolmezfsfeseqbroy6peum 137 10 based base VBN work_sgdejolmezfsfeseqbroy6peum 137 11 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 137 12 over over IN work_sgdejolmezfsfeseqbroy6peum 137 13 the the DT work_sgdejolmezfsfeseqbroy6peum 137 14 random random JJ work_sgdejolmezfsfeseqbroy6peum 137 15 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 137 16 to to TO work_sgdejolmezfsfeseqbroy6peum 137 17 take take VB work_sgdejolmezfsfeseqbroy6peum 137 18 values value NNS work_sgdejolmezfsfeseqbroy6peum 137 19 not not RB work_sgdejolmezfsfeseqbroy6peum 137 20 less less JJR work_sgdejolmezfsfeseqbroy6peum 137 21 than than IN work_sgdejolmezfsfeseqbroy6peum 137 22 Q. Q. NNP work_sgdejolmezfsfeseqbroy6peum 138 1 To to TO work_sgdejolmezfsfeseqbroy6peum 138 2 determine determine VB work_sgdejolmezfsfeseqbroy6peum 138 3 the the DT work_sgdejolmezfsfeseqbroy6peum 138 4 jump jump NN work_sgdejolmezfsfeseqbroy6peum 138 5 magnitude magnitude NN work_sgdejolmezfsfeseqbroy6peum 138 6 L l NN work_sgdejolmezfsfeseqbroy6peum 138 7 for for IN work_sgdejolmezfsfeseqbroy6peum 138 8 the the DT work_sgdejolmezfsfeseqbroy6peum 138 9 following follow VBG work_sgdejolmezfsfeseqbroy6peum 138 10 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 138 11 phase phase NN work_sgdejolmezfsfeseqbroy6peum 138 12 , , , work_sgdejolmezfsfeseqbroy6peum 138 13 the the DT work_sgdejolmezfsfeseqbroy6peum 138 14 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 138 15 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 138 16 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 138 17 a a DT work_sgdejolmezfsfeseqbroy6peum 138 18 basic basic JJ work_sgdejolmezfsfeseqbroy6peum 138 19 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 138 20 which which WDT work_sgdejolmezfsfeseqbroy6peum 138 21 increments increment VBZ work_sgdejolmezfsfeseqbroy6peum 138 22 L L NNP work_sgdejolmezfsfeseqbroy6peum 138 23 if if IN work_sgdejolmezfsfeseqbroy6peum 138 24 the the DT work_sgdejolmezfsfeseqbroy6peum 138 25 local local JJ work_sgdejolmezfsfeseqbroy6peum 138 26 search search NN work_sgdejolmezfsfeseqbroy6peum 138 27 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 138 28 returned return VBD work_sgdejolmezfsfeseqbroy6peum 138 29 to to IN work_sgdejolmezfsfeseqbroy6peum 138 30 the the DT work_sgdejolmezfsfeseqbroy6peum 138 31 immediate immediate JJ work_sgdejolmezfsfeseqbroy6peum 138 32 previous previous JJ work_sgdejolmezfsfeseqbroy6peum 138 33 local local JJ work_sgdejolmezfsfeseqbroy6peum 138 34 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 138 35 , , , work_sgdejolmezfsfeseqbroy6peum 138 36 and and CC work_sgdejolmezfsfeseqbroy6peum 138 37 otherwise otherwise RB work_sgdejolmezfsfeseqbroy6peum 138 38 resets reset VBZ work_sgdejolmezfsfeseqbroy6peum 138 39 L l NN work_sgdejolmezfsfeseqbroy6peum 138 40 to to IN work_sgdejolmezfsfeseqbroy6peum 138 41 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 138 42 initial initial JJ work_sgdejolmezfsfeseqbroy6peum 138 43 value value NN work_sgdejolmezfsfeseqbroy6peum 138 44 L0 L0 NNP work_sgdejolmezfsfeseqbroy6peum 138 45 . . . work_sgdejolmezfsfeseqbroy6peum 139 1 Once once IN work_sgdejolmezfsfeseqbroy6peum 139 2 the the DT work_sgdejolmezfsfeseqbroy6peum 139 3 type type NN work_sgdejolmezfsfeseqbroy6peum 139 4 T t NN work_sgdejolmezfsfeseqbroy6peum 139 5 and and CC work_sgdejolmezfsfeseqbroy6peum 139 6 the the DT work_sgdejolmezfsfeseqbroy6peum 139 7 number number NN work_sgdejolmezfsfeseqbroy6peum 139 8 L l NN work_sgdejolmezfsfeseqbroy6peum 139 9 of of IN work_sgdejolmezfsfeseqbroy6peum 139 10 perturbations perturbation NNS work_sgdejolmezfsfeseqbroy6peum 139 11 are be VBP work_sgdejolmezfsfeseqbroy6peum 139 12 determined determine VBN work_sgdejolmezfsfeseqbroy6peum 139 13 , , , work_sgdejolmezfsfeseqbroy6peum 139 14 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 139 15 apply apply VBP work_sgdejolmezfsfeseqbroy6peum 139 16 accordingly accordingly RB work_sgdejolmezfsfeseqbroy6peum 139 17 L l NN work_sgdejolmezfsfeseqbroy6peum 139 18 moves move NNS work_sgdejolmezfsfeseqbroy6peum 139 19 of of IN work_sgdejolmezfsfeseqbroy6peum 139 20 type type NN work_sgdejolmezfsfeseqbroy6peum 139 21 T t NN work_sgdejolmezfsfeseqbroy6peum 139 22 to to IN work_sgdejolmezfsfeseqbroy6peum 139 23 the the DT work_sgdejolmezfsfeseqbroy6peum 139 24 current current JJ work_sgdejolmezfsfeseqbroy6peum 139 25 solution solution NN work_sgdejolmezfsfeseqbroy6peum 139 26 . . . work_sgdejolmezfsfeseqbroy6peum 140 1 The the DT work_sgdejolmezfsfeseqbroy6peum 140 2 resulting result VBG work_sgdejolmezfsfeseqbroy6peum 140 3 solution solution NN work_sgdejolmezfsfeseqbroy6peum 140 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 140 5 used use VBN work_sgdejolmezfsfeseqbroy6peum 140 6 by by IN work_sgdejolmezfsfeseqbroy6peum 140 7 the the DT work_sgdejolmezfsfeseqbroy6peum 140 8 next next JJ work_sgdejolmezfsfeseqbroy6peum 140 9 round round NN work_sgdejolmezfsfeseqbroy6peum 140 10 of of IN work_sgdejolmezfsfeseqbroy6peum 140 11 the the DT work_sgdejolmezfsfeseqbroy6peum 140 12 best good JJS work_sgdejolmezfsfeseqbroy6peum 140 13 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 140 14 descent descent NN work_sgdejolmezfsfeseqbroy6peum 140 15 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 140 16 as as IN work_sgdejolmezfsfeseqbroy6peum 140 17 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 140 18 new new JJ work_sgdejolmezfsfeseqbroy6peum 140 19 starting starting NN work_sgdejolmezfsfeseqbroy6peum 140 20 point point NN work_sgdejolmezfsfeseqbroy6peum 140 21 . . . work_sgdejolmezfsfeseqbroy6peum 141 1 Once once IN work_sgdejolmezfsfeseqbroy6peum 141 2 an an DT work_sgdejolmezfsfeseqbroy6peum 141 3 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 141 4 solution solution NN work_sgdejolmezfsfeseqbroy6peum 141 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 141 6 created create VBN work_sgdejolmezfsfeseqbroy6peum 141 7 in in IN work_sgdejolmezfsfeseqbroy6peum 141 8 the the DT work_sgdejolmezfsfeseqbroy6peum 141 9 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 141 10 phase phase NN work_sgdejolmezfsfeseqbroy6peum 141 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 141 12 line line NN work_sgdejolmezfsfeseqbroy6peum 141 13 8 8 CD work_sgdejolmezfsfeseqbroy6peum 141 14 of of IN work_sgdejolmezfsfeseqbroy6peum 141 15 Alg Alg NNP work_sgdejolmezfsfeseqbroy6peum 141 16 . . . work_sgdejolmezfsfeseqbroy6peum 142 1 1 1 LS work_sgdejolmezfsfeseqbroy6peum 142 2 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 142 3 , , , work_sgdejolmezfsfeseqbroy6peum 142 4 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 142 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 142 6 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 142 7 with with IN work_sgdejolmezfsfeseqbroy6peum 142 8 tl tl IN work_sgdejolmezfsfeseqbroy6peum 142 9 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 142 10 of of IN work_sgdejolmezfsfeseqbroy6peum 142 11 the the DT work_sgdejolmezfsfeseqbroy6peum 142 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 142 13 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 142 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 142 15 line line NN work_sgdejolmezfsfeseqbroy6peum 142 16 9 9 CD work_sgdejolmezfsfeseqbroy6peum 142 17 of of IN work_sgdejolmezfsfeseqbroy6peum 142 18 Alg Alg NNP work_sgdejolmezfsfeseqbroy6peum 142 19 . . . work_sgdejolmezfsfeseqbroy6peum 143 1 1 1 LS work_sgdejolmezfsfeseqbroy6peum 143 2 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 143 3 . . . work_sgdejolmezfsfeseqbroy6peum 144 1 8 8 LS work_sgdejolmezfsfeseqbroy6peum 144 2 As as IN work_sgdejolmezfsfeseqbroy6peum 144 3 previously previously RB work_sgdejolmezfsfeseqbroy6peum 144 4 mentioned mention VBN work_sgdejolmezfsfeseqbroy6peum 144 5 , , , work_sgdejolmezfsfeseqbroy6peum 144 6 the the DT work_sgdejolmezfsfeseqbroy6peum 144 7 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 144 8 of of IN work_sgdejolmezfsfeseqbroy6peum 144 9 each each DT work_sgdejolmezfsfeseqbroy6peum 144 10 iteration iteration NN work_sgdejolmezfsfeseqbroy6peum 144 11 of of IN work_sgdejolmezfsfeseqbroy6peum 144 12 the the DT work_sgdejolmezfsfeseqbroy6peum 144 13 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 144 14 descent descent NN work_sgdejolmezfsfeseqbroy6peum 144 15 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 144 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 144 17 O(n2 o(n2 NN work_sgdejolmezfsfeseqbroy6peum 144 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 144 19 . . . work_sgdejolmezfsfeseqbroy6peum 145 1 The the DT work_sgdejolmezfsfeseqbroy6peum 145 2 number number NN work_sgdejolmezfsfeseqbroy6peum 145 3 of of IN work_sgdejolmezfsfeseqbroy6peum 145 4 the the DT work_sgdejolmezfsfeseqbroy6peum 145 5 descent descent NN work_sgdejolmezfsfeseqbroy6peum 145 6 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 145 7 performed perform VBN work_sgdejolmezfsfeseqbroy6peum 145 8 in in IN work_sgdejolmezfsfeseqbroy6peum 145 9 each each DT work_sgdejolmezfsfeseqbroy6peum 145 10 iteration iteration NN work_sgdejolmezfsfeseqbroy6peum 145 11 of of IN work_sgdejolmezfsfeseqbroy6peum 145 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 145 13 depends depend VBZ work_sgdejolmezfsfeseqbroy6peum 145 14 on on IN work_sgdejolmezfsfeseqbroy6peum 145 15 the the DT work_sgdejolmezfsfeseqbroy6peum 145 16 size size NN work_sgdejolmezfsfeseqbroy6peum 145 17 sbasin sbasin NN work_sgdejolmezfsfeseqbroy6peum 145 18 of of IN work_sgdejolmezfsfeseqbroy6peum 145 19 the the DT work_sgdejolmezfsfeseqbroy6peum 145 20 basin basin NN work_sgdejolmezfsfeseqbroy6peum 145 21 of of IN work_sgdejolmezfsfeseqbroy6peum 145 22 attraction attraction NN work_sgdejolmezfsfeseqbroy6peum 145 23 of of IN work_sgdejolmezfsfeseqbroy6peum 145 24 a a DT work_sgdejolmezfsfeseqbroy6peum 145 25 local local JJ work_sgdejolmezfsfeseqbroy6peum 145 26 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 145 27 . . . work_sgdejolmezfsfeseqbroy6peum 146 1 This this DT work_sgdejolmezfsfeseqbroy6peum 146 2 , , , work_sgdejolmezfsfeseqbroy6peum 146 3 in in IN work_sgdejolmezfsfeseqbroy6peum 146 4 turn turn NN work_sgdejolmezfsfeseqbroy6peum 146 5 , , , work_sgdejolmezfsfeseqbroy6peum 146 6 depends depend VBZ work_sgdejolmezfsfeseqbroy6peum 146 7 on on IN work_sgdejolmezfsfeseqbroy6peum 146 8 the the DT work_sgdejolmezfsfeseqbroy6peum 146 9 type type NN work_sgdejolmezfsfeseqbroy6peum 146 10 of of IN work_sgdejolmezfsfeseqbroy6peum 146 11 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 146 12 used use VBN work_sgdejolmezfsfeseqbroy6peum 146 13 for for IN work_sgdejolmezfsfeseqbroy6peum 146 14 the the DT work_sgdejolmezfsfeseqbroy6peum 146 15 previous previous JJ work_sgdejolmezfsfeseqbroy6peum 146 16 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 146 17 phase phase NN work_sgdejolmezfsfeseqbroy6peum 146 18 . . . work_sgdejolmezfsfeseqbroy6peum 147 1 More more RBR work_sgdejolmezfsfeseqbroy6peum 147 2 precisely precisely RB work_sgdejolmezfsfeseqbroy6peum 147 3 , , , work_sgdejolmezfsfeseqbroy6peum 147 4 after after IN work_sgdejolmezfsfeseqbroy6peum 147 5 a a DT work_sgdejolmezfsfeseqbroy6peum 147 6 phase phase NN work_sgdejolmezfsfeseqbroy6peum 147 7 of of IN work_sgdejolmezfsfeseqbroy6peum 147 8 the the DT work_sgdejolmezfsfeseqbroy6peum 147 9 directed direct VBN work_sgdejolmezfsfeseqbroy6peum 147 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 147 11 tabu- tabu- NNP work_sgdejolmezfsfeseqbroy6peum 147 12 based base VBN work_sgdejolmezfsfeseqbroy6peum 147 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 147 14 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 147 15 , , , work_sgdejolmezfsfeseqbroy6peum 147 16 the the DT work_sgdejolmezfsfeseqbroy6peum 147 17 descent descent NN work_sgdejolmezfsfeseqbroy6peum 147 18 - - HYPH work_sgdejolmezfsfeseqbroy6peum 147 19 based base VBN work_sgdejolmezfsfeseqbroy6peum 147 20 local local JJ work_sgdejolmezfsfeseqbroy6peum 147 21 search search NN work_sgdejolmezfsfeseqbroy6peum 147 22 requires require VBZ work_sgdejolmezfsfeseqbroy6peum 147 23 , , , work_sgdejolmezfsfeseqbroy6peum 147 24 on on IN work_sgdejolmezfsfeseqbroy6peum 147 25 average average JJ work_sgdejolmezfsfeseqbroy6peum 147 26 , , , work_sgdejolmezfsfeseqbroy6peum 147 27 less less JJR work_sgdejolmezfsfeseqbroy6peum 147 28 steps step NNS work_sgdejolmezfsfeseqbroy6peum 147 29 to to TO work_sgdejolmezfsfeseqbroy6peum 147 30 attain attain VB work_sgdejolmezfsfeseqbroy6peum 147 31 a a DT work_sgdejolmezfsfeseqbroy6peum 147 32 local local JJ work_sgdejolmezfsfeseqbroy6peum 147 33 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 147 34 than than IN work_sgdejolmezfsfeseqbroy6peum 147 35 after after IN work_sgdejolmezfsfeseqbroy6peum 147 36 the the DT work_sgdejolmezfsfeseqbroy6peum 147 37 random random JJ work_sgdejolmezfsfeseqbroy6peum 147 38 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 147 39 . . . work_sgdejolmezfsfeseqbroy6peum 148 1 However however RB work_sgdejolmezfsfeseqbroy6peum 148 2 , , , work_sgdejolmezfsfeseqbroy6peum 148 3 the the DT work_sgdejolmezfsfeseqbroy6peum 148 4 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 148 5 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 148 6 of of IN work_sgdejolmezfsfeseqbroy6peum 148 7 one one CD work_sgdejolmezfsfeseqbroy6peum 148 8 iteration iteration NN work_sgdejolmezfsfeseqbroy6peum 148 9 of of IN work_sgdejolmezfsfeseqbroy6peum 148 10 the the DT work_sgdejolmezfsfeseqbroy6peum 148 11 tabu tabu RB work_sgdejolmezfsfeseqbroy6peum 148 12 - - HYPH work_sgdejolmezfsfeseqbroy6peum 148 13 based base VBN work_sgdejolmezfsfeseqbroy6peum 148 14 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 148 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 148 16 O(n2 o(n2 NN work_sgdejolmezfsfeseqbroy6peum 148 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 148 18 , , , work_sgdejolmezfsfeseqbroy6peum 148 19 while while IN work_sgdejolmezfsfeseqbroy6peum 148 20 the the DT work_sgdejolmezfsfeseqbroy6peum 148 21 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 148 22 of of IN work_sgdejolmezfsfeseqbroy6peum 148 23 the the DT work_sgdejolmezfsfeseqbroy6peum 148 24 random random JJ work_sgdejolmezfsfeseqbroy6peum 148 25 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 148 26 is be VBZ work_sgdejolmezfsfeseqbroy6peum 148 27 O(1 o(1 XX work_sgdejolmezfsfeseqbroy6peum 148 28 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 148 29 . . . work_sgdejolmezfsfeseqbroy6peum 149 1 Therefore therefore RB work_sgdejolmezfsfeseqbroy6peum 149 2 , , , work_sgdejolmezfsfeseqbroy6peum 149 3 the the DT work_sgdejolmezfsfeseqbroy6peum 149 4 time time NN work_sgdejolmezfsfeseqbroy6peum 149 5 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 149 6 of of IN work_sgdejolmezfsfeseqbroy6peum 149 7 one one CD work_sgdejolmezfsfeseqbroy6peum 149 8 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 149 9 iteration iteration NN work_sgdejolmezfsfeseqbroy6peum 149 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 149 11 bounded bound VBN work_sgdejolmezfsfeseqbroy6peum 149 12 within within IN work_sgdejolmezfsfeseqbroy6peum 149 13 O(sbasin·n O(sbasin·n NNP work_sgdejolmezfsfeseqbroy6peum 149 14 2)+O(L·n2 2)+O(L·n2 NNP work_sgdejolmezfsfeseqbroy6peum 149 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 149 16 . . . work_sgdejolmezfsfeseqbroy6peum 150 1 3.3 3.3 CD work_sgdejolmezfsfeseqbroy6peum 150 2 . . . work_sgdejolmezfsfeseqbroy6peum 151 1 Pool pool NN work_sgdejolmezfsfeseqbroy6peum 151 2 updating update VBG work_sgdejolmezfsfeseqbroy6peum 151 3 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 151 4 For for IN work_sgdejolmezfsfeseqbroy6peum 151 5 each each DT work_sgdejolmezfsfeseqbroy6peum 151 6 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 151 7 solution solution NN work_sgdejolmezfsfeseqbroy6peum 151 8 π0 π0 NNS work_sgdejolmezfsfeseqbroy6peum 151 9 created create VBN work_sgdejolmezfsfeseqbroy6peum 151 10 by by IN work_sgdejolmezfsfeseqbroy6peum 151 11 the the DT work_sgdejolmezfsfeseqbroy6peum 151 12 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 151 13 operator operator NN work_sgdejolmezfsfeseqbroy6peum 151 14 and and CC work_sgdejolmezfsfeseqbroy6peum 151 15 im- im- NN work_sgdejolmezfsfeseqbroy6peum 151 16 proved prove VBN work_sgdejolmezfsfeseqbroy6peum 151 17 with with IN work_sgdejolmezfsfeseqbroy6peum 151 18 the the DT work_sgdejolmezfsfeseqbroy6peum 151 19 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 151 20 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 151 21 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 151 22 Section section NN work_sgdejolmezfsfeseqbroy6peum 151 23 3.2 3.2 CD work_sgdejolmezfsfeseqbroy6peum 151 24 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 151 25 , , , work_sgdejolmezfsfeseqbroy6peum 151 26 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 151 27 decide decide VBP work_sgdejolmezfsfeseqbroy6peum 151 28 whether whether IN work_sgdejolmezfsfeseqbroy6peum 151 29 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 151 30 should should MD work_sgdejolmezfsfeseqbroy6peum 151 31 be be VB work_sgdejolmezfsfeseqbroy6peum 151 32 inserted insert VBN work_sgdejolmezfsfeseqbroy6peum 151 33 into into IN work_sgdejolmezfsfeseqbroy6peum 151 34 the the DT work_sgdejolmezfsfeseqbroy6peum 151 35 population population NN work_sgdejolmezfsfeseqbroy6peum 151 36 pool pool NN work_sgdejolmezfsfeseqbroy6peum 151 37 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 151 38 lines line NNS work_sgdejolmezfsfeseqbroy6peum 151 39 8 8 CD work_sgdejolmezfsfeseqbroy6peum 151 40 - - SYM work_sgdejolmezfsfeseqbroy6peum 151 41 10 10 CD work_sgdejolmezfsfeseqbroy6peum 151 42 of of IN work_sgdejolmezfsfeseqbroy6peum 151 43 Alg Alg NNP work_sgdejolmezfsfeseqbroy6peum 151 44 . . . work_sgdejolmezfsfeseqbroy6peum 152 1 1 1 LS work_sgdejolmezfsfeseqbroy6peum 152 2 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 152 3 . . . work_sgdejolmezfsfeseqbroy6peum 153 1 To to TO work_sgdejolmezfsfeseqbroy6peum 153 2 base base VB work_sgdejolmezfsfeseqbroy6peum 153 3 this this DT work_sgdejolmezfsfeseqbroy6peum 153 4 decision decision NN work_sgdejolmezfsfeseqbroy6peum 153 5 , , , work_sgdejolmezfsfeseqbroy6peum 153 6 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 153 7 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 153 8 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 153 9 a a DT work_sgdejolmezfsfeseqbroy6peum 153 10 classic classic JJ work_sgdejolmezfsfeseqbroy6peum 153 11 replacement replacement NN work_sgdejolmezfsfeseqbroy6peum 153 12 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 153 13 which which WDT work_sgdejolmezfsfeseqbroy6peum 153 14 inserts insert VBZ work_sgdejolmezfsfeseqbroy6peum 153 15 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 153 16 into into IN work_sgdejolmezfsfeseqbroy6peum 153 17 P p NN work_sgdejolmezfsfeseqbroy6peum 153 18 if if IN work_sgdejolmezfsfeseqbroy6peum 153 19 there there EX work_sgdejolmezfsfeseqbroy6peum 153 20 is be VBZ work_sgdejolmezfsfeseqbroy6peum 153 21 no no DT work_sgdejolmezfsfeseqbroy6peum 153 22 individual individual NN work_sgdejolmezfsfeseqbroy6peum 153 23 in in IN work_sgdejolmezfsfeseqbroy6peum 153 24 P p NN work_sgdejolmezfsfeseqbroy6peum 153 25 identical identical JJ work_sgdejolmezfsfeseqbroy6peum 153 26 to to IN work_sgdejolmezfsfeseqbroy6peum 153 27 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 153 28 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 153 29 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 153 30 , , , work_sgdejolmezfsfeseqbroy6peum 153 31 ∀πi ∀πi NNP work_sgdejolmezfsfeseqbroy6peum 153 32 ∈ ∈ NNP work_sgdejolmezfsfeseqbroy6peum 153 33 P P NNP work_sgdejolmezfsfeseqbroy6peum 153 34 , , , work_sgdejolmezfsfeseqbroy6peum 153 35 πi πi JJ work_sgdejolmezfsfeseqbroy6peum 153 36 6= 6= NNP work_sgdejolmezfsfeseqbroy6peum 153 37 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 153 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 153 39 , , , work_sgdejolmezfsfeseqbroy6peum 153 40 and and CC work_sgdejolmezfsfeseqbroy6peum 153 41 if if IN work_sgdejolmezfsfeseqbroy6peum 153 42 the the DT work_sgdejolmezfsfeseqbroy6peum 153 43 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 153 44 of of IN work_sgdejolmezfsfeseqbroy6peum 153 45 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 153 46 is be VBZ work_sgdejolmezfsfeseqbroy6peum 153 47 better well JJR work_sgdejolmezfsfeseqbroy6peum 153 48 than than IN work_sgdejolmezfsfeseqbroy6peum 153 49 the the DT work_sgdejolmezfsfeseqbroy6peum 153 50 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 153 51 of of IN work_sgdejolmezfsfeseqbroy6peum 153 52 the the DT work_sgdejolmezfsfeseqbroy6peum 153 53 worst bad JJS work_sgdejolmezfsfeseqbroy6peum 153 54 individual individual JJ work_sgdejolmezfsfeseqbroy6peum 153 55 πworst πworst NN work_sgdejolmezfsfeseqbroy6peum 153 56 from from IN work_sgdejolmezfsfeseqbroy6peum 153 57 P p NN work_sgdejolmezfsfeseqbroy6peum 153 58 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 153 59 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 153 60 , , , work_sgdejolmezfsfeseqbroy6peum 153 61 f(π0 f(π0 NNP work_sgdejolmezfsfeseqbroy6peum 153 62 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 153 63 < < XX work_sgdejolmezfsfeseqbroy6peum 153 64 f(πworst f(πworst XX work_sgdejolmezfsfeseqbroy6peum 153 65 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 153 66 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 153 67 . . . work_sgdejolmezfsfeseqbroy6peum 154 1 If if IN work_sgdejolmezfsfeseqbroy6peum 154 2 this this DT work_sgdejolmezfsfeseqbroy6peum 154 3 condition condition NN work_sgdejolmezfsfeseqbroy6peum 154 4 holds hold VBZ work_sgdejolmezfsfeseqbroy6peum 154 5 , , , work_sgdejolmezfsfeseqbroy6peum 154 6 P p NN work_sgdejolmezfsfeseqbroy6peum 154 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 154 8 updated update VBN work_sgdejolmezfsfeseqbroy6peum 154 9 by by IN work_sgdejolmezfsfeseqbroy6peum 154 10 replacing replace VBG work_sgdejolmezfsfeseqbroy6peum 154 11 πworst πworst NN work_sgdejolmezfsfeseqbroy6peum 154 12 with with IN work_sgdejolmezfsfeseqbroy6peum 154 13 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 154 14 . . . work_sgdejolmezfsfeseqbroy6peum 155 1 To to TO work_sgdejolmezfsfeseqbroy6peum 155 2 determine determine VB work_sgdejolmezfsfeseqbroy6peum 155 3 whether whether IN work_sgdejolmezfsfeseqbroy6peum 155 4 an an DT work_sgdejolmezfsfeseqbroy6peum 155 5 identical identical JJ work_sgdejolmezfsfeseqbroy6peum 155 6 solution solution NN work_sgdejolmezfsfeseqbroy6peum 155 7 to to IN work_sgdejolmezfsfeseqbroy6peum 155 8 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 155 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 155 10 already already RB work_sgdejolmezfsfeseqbroy6peum 155 11 present present JJ work_sgdejolmezfsfeseqbroy6peum 155 12 in in IN work_sgdejolmezfsfeseqbroy6peum 155 13 P p NN work_sgdejolmezfsfeseqbroy6peum 155 14 , , , work_sgdejolmezfsfeseqbroy6peum 155 15 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 155 16 compute compute VBP work_sgdejolmezfsfeseqbroy6peum 155 17 the the DT work_sgdejolmezfsfeseqbroy6peum 155 18 hamming hamming NN work_sgdejolmezfsfeseqbroy6peum 155 19 distance distance NN work_sgdejolmezfsfeseqbroy6peum 155 20 between between IN work_sgdejolmezfsfeseqbroy6peum 155 21 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 155 22 and and CC work_sgdejolmezfsfeseqbroy6peum 155 23 each each DT work_sgdejolmezfsfeseqbroy6peum 155 24 πi πi UH work_sgdejolmezfsfeseqbroy6peum 155 25 ∈ ∈ NNP work_sgdejolmezfsfeseqbroy6peum 155 26 P p NN work_sgdejolmezfsfeseqbroy6peum 155 27 . . . work_sgdejolmezfsfeseqbroy6peum 156 1 The the DT work_sgdejolmezfsfeseqbroy6peum 156 2 ham- ham- JJ work_sgdejolmezfsfeseqbroy6peum 156 3 ming ming NNP work_sgdejolmezfsfeseqbroy6peum 156 4 distance distance NN work_sgdejolmezfsfeseqbroy6peum 156 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 156 6 defined define VBN work_sgdejolmezfsfeseqbroy6peum 156 7 as as IN work_sgdejolmezfsfeseqbroy6peum 156 8 the the DT work_sgdejolmezfsfeseqbroy6peum 156 9 number number NN work_sgdejolmezfsfeseqbroy6peum 156 10 of of IN work_sgdejolmezfsfeseqbroy6peum 156 11 positions position NNS work_sgdejolmezfsfeseqbroy6peum 156 12 at at IN work_sgdejolmezfsfeseqbroy6peum 156 13 which which WDT work_sgdejolmezfsfeseqbroy6peum 156 14 the the DT work_sgdejolmezfsfeseqbroy6peum 156 15 corresponding correspond VBG work_sgdejolmezfsfeseqbroy6peum 156 16 elements element NNS work_sgdejolmezfsfeseqbroy6peum 156 17 are be VBP work_sgdejolmezfsfeseqbroy6peum 156 18 different different JJ work_sgdejolmezfsfeseqbroy6peum 156 19 . . . work_sgdejolmezfsfeseqbroy6peum 157 1 If if IN work_sgdejolmezfsfeseqbroy6peum 157 2 two two CD work_sgdejolmezfsfeseqbroy6peum 157 3 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 157 4 are be VBP work_sgdejolmezfsfeseqbroy6peum 157 5 identical identical JJ work_sgdejolmezfsfeseqbroy6peum 157 6 , , , work_sgdejolmezfsfeseqbroy6peum 157 7 the the DT work_sgdejolmezfsfeseqbroy6peum 157 8 corresponding correspond VBG work_sgdejolmezfsfeseqbroy6peum 157 9 ham- ham- JJ work_sgdejolmezfsfeseqbroy6peum 157 10 ming ming NNP work_sgdejolmezfsfeseqbroy6peum 157 11 distance distance NN work_sgdejolmezfsfeseqbroy6peum 157 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 157 13 0 0 CD work_sgdejolmezfsfeseqbroy6peum 157 14 . . . work_sgdejolmezfsfeseqbroy6peum 158 1 The the DT work_sgdejolmezfsfeseqbroy6peum 158 2 overall overall JJ work_sgdejolmezfsfeseqbroy6peum 158 3 time time NN work_sgdejolmezfsfeseqbroy6peum 158 4 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 158 5 of of IN work_sgdejolmezfsfeseqbroy6peum 158 6 this this DT work_sgdejolmezfsfeseqbroy6peum 158 7 pool pool NN work_sgdejolmezfsfeseqbroy6peum 158 8 update update NN work_sgdejolmezfsfeseqbroy6peum 158 9 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 158 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 158 11 thus thus RB work_sgdejolmezfsfeseqbroy6peum 158 12 O(|P O(|P NNP work_sgdejolmezfsfeseqbroy6peum 158 13 | | NNP work_sgdejolmezfsfeseqbroy6peum 158 14 · · NFP work_sgdejolmezfsfeseqbroy6peum 158 15 n n NN work_sgdejolmezfsfeseqbroy6peum 158 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 158 17 . . . work_sgdejolmezfsfeseqbroy6peum 159 1 One one CD work_sgdejolmezfsfeseqbroy6peum 159 2 potential potential JJ work_sgdejolmezfsfeseqbroy6peum 159 3 risk risk NN work_sgdejolmezfsfeseqbroy6peum 159 4 of of IN work_sgdejolmezfsfeseqbroy6peum 159 5 this this DT work_sgdejolmezfsfeseqbroy6peum 159 6 replacement replacement NN work_sgdejolmezfsfeseqbroy6peum 159 7 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 159 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 159 9 the the DT work_sgdejolmezfsfeseqbroy6peum 159 10 premature premature JJ work_sgdejolmezfsfeseqbroy6peum 159 11 loss loss NN work_sgdejolmezfsfeseqbroy6peum 159 12 of of IN work_sgdejolmezfsfeseqbroy6peum 159 13 popu- popu- JJ work_sgdejolmezfsfeseqbroy6peum 159 14 lation lation NN work_sgdejolmezfsfeseqbroy6peum 159 15 diversity diversity NN work_sgdejolmezfsfeseqbroy6peum 159 16 , , , work_sgdejolmezfsfeseqbroy6peum 159 17 since since IN work_sgdejolmezfsfeseqbroy6peum 159 18 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 159 19 is be VBZ work_sgdejolmezfsfeseqbroy6peum 159 20 being be VBG work_sgdejolmezfsfeseqbroy6peum 159 21 inserted insert VBN work_sgdejolmezfsfeseqbroy6peum 159 22 into into IN work_sgdejolmezfsfeseqbroy6peum 159 23 the the DT work_sgdejolmezfsfeseqbroy6peum 159 24 population population NN work_sgdejolmezfsfeseqbroy6peum 159 25 regardless regardless RB work_sgdejolmezfsfeseqbroy6peum 159 26 of of IN work_sgdejolmezfsfeseqbroy6peum 159 27 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 159 28 distance distance NN work_sgdejolmezfsfeseqbroy6peum 159 29 to to IN work_sgdejolmezfsfeseqbroy6peum 159 30 other other JJ work_sgdejolmezfsfeseqbroy6peum 159 31 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 159 32 in in IN work_sgdejolmezfsfeseqbroy6peum 159 33 the the DT work_sgdejolmezfsfeseqbroy6peum 159 34 population population NN work_sgdejolmezfsfeseqbroy6peum 159 35 . . . work_sgdejolmezfsfeseqbroy6peum 160 1 To to TO work_sgdejolmezfsfeseqbroy6peum 160 2 avoid avoid VB work_sgdejolmezfsfeseqbroy6peum 160 3 this this DT work_sgdejolmezfsfeseqbroy6peum 160 4 problem problem NN work_sgdejolmezfsfeseqbroy6peum 160 5 , , , work_sgdejolmezfsfeseqbroy6peum 160 6 more more RBR work_sgdejolmezfsfeseqbroy6peum 160 7 sophisticated sophisticated JJ work_sgdejolmezfsfeseqbroy6peum 160 8 pool pool NN work_sgdejolmezfsfeseqbroy6peum 160 9 updating updating NN work_sgdejolmezfsfeseqbroy6peum 160 10 strategies strategy NNS work_sgdejolmezfsfeseqbroy6peum 160 11 have have VBP work_sgdejolmezfsfeseqbroy6peum 160 12 been be VBN work_sgdejolmezfsfeseqbroy6peum 160 13 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 160 14 in in IN work_sgdejolmezfsfeseqbroy6peum 160 15 the the DT work_sgdejolmezfsfeseqbroy6peum 160 16 literature literature NN work_sgdejolmezfsfeseqbroy6peum 160 17 that that WDT work_sgdejolmezfsfeseqbroy6peum 160 18 maintain maintain VBP work_sgdejolmezfsfeseqbroy6peum 160 19 population population NN work_sgdejolmezfsfeseqbroy6peum 160 20 diversity diversity NN work_sgdejolmezfsfeseqbroy6peum 160 21 by by IN work_sgdejolmezfsfeseqbroy6peum 160 22 considering consider VBG work_sgdejolmezfsfeseqbroy6peum 160 23 the the DT work_sgdejolmezfsfeseqbroy6peum 160 24 similarity similarity NN work_sgdejolmezfsfeseqbroy6peum 160 25 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 160 26 distance distance NN work_sgdejolmezfsfeseqbroy6peum 160 27 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 160 28 between between IN work_sgdejolmezfsfeseqbroy6peum 160 29 the the DT work_sgdejolmezfsfeseqbroy6peum 160 30 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 160 31 and and CC work_sgdejolmezfsfeseqbroy6peum 160 32 other other JJ work_sgdejolmezfsfeseqbroy6peum 160 33 individuals individual NNS work_sgdejolmezfsfeseqbroy6peum 160 34 from from IN work_sgdejolmezfsfeseqbroy6peum 160 35 the the DT work_sgdejolmezfsfeseqbroy6peum 160 36 population population NN work_sgdejolmezfsfeseqbroy6peum 160 37 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 160 38 see see VB work_sgdejolmezfsfeseqbroy6peum 160 39 for for IN work_sgdejolmezfsfeseqbroy6peum 160 40 instance instance NN work_sgdejolmezfsfeseqbroy6peum 160 41 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 160 42 & & CC work_sgdejolmezfsfeseqbroy6peum 160 43 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 160 44 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 160 45 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 160 46 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 160 47 ; ; : work_sgdejolmezfsfeseqbroy6peum 160 48 Lü Lü NNP work_sgdejolmezfsfeseqbroy6peum 160 49 & & CC work_sgdejolmezfsfeseqbroy6peum 160 50 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 160 51 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 160 52 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 160 53 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 160 54 ; ; : work_sgdejolmezfsfeseqbroy6peum 160 55 Porumbel Porumbel NNP work_sgdejolmezfsfeseqbroy6peum 160 56 , , , work_sgdejolmezfsfeseqbroy6peum 160 57 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 160 58 , , , work_sgdejolmezfsfeseqbroy6peum 160 59 & & CC work_sgdejolmezfsfeseqbroy6peum 160 60 Kuntz Kuntz NNP work_sgdejolmezfsfeseqbroy6peum 160 61 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 160 62 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 160 63 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 160 64 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 160 65 . . . work_sgdejolmezfsfeseqbroy6peum 161 1 In in IN work_sgdejolmezfsfeseqbroy6peum 161 2 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 161 3 case case NN work_sgdejolmezfsfeseqbroy6peum 161 4 , , , work_sgdejolmezfsfeseqbroy6peum 161 5 the the DT work_sgdejolmezfsfeseqbroy6peum 161 6 diversity diversity NN work_sgdejolmezfsfeseqbroy6peum 161 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 161 8 maintained maintain VBN work_sgdejolmezfsfeseqbroy6peum 161 9 by by IN work_sgdejolmezfsfeseqbroy6peum 161 10 an an DT work_sgdejolmezfsfeseqbroy6peum 161 11 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 161 12 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 161 13 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 161 14 described describe VBN work_sgdejolmezfsfeseqbroy6peum 161 15 in in IN work_sgdejolmezfsfeseqbroy6peum 161 16 Section Section NNP work_sgdejolmezfsfeseqbroy6peum 161 17 3.4 3.4 CD work_sgdejolmezfsfeseqbroy6peum 161 18 . . . work_sgdejolmezfsfeseqbroy6peum 162 1 As as IN work_sgdejolmezfsfeseqbroy6peum 162 2 a a DT work_sgdejolmezfsfeseqbroy6peum 162 3 result result NN work_sgdejolmezfsfeseqbroy6peum 162 4 , , , work_sgdejolmezfsfeseqbroy6peum 162 5 the the DT work_sgdejolmezfsfeseqbroy6peum 162 6 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 162 7 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 162 8 approach approach NN work_sgdejolmezfsfeseqbroy6peum 162 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 162 10 not not RB work_sgdejolmezfsfeseqbroy6peum 162 11 really really RB work_sgdejolmezfsfeseqbroy6peum 162 12 sensitive sensitive JJ work_sgdejolmezfsfeseqbroy6peum 162 13 to to IN work_sgdejolmezfsfeseqbroy6peum 162 14 the the DT work_sgdejolmezfsfeseqbroy6peum 162 15 pool pool NN work_sgdejolmezfsfeseqbroy6peum 162 16 replacement replacement NN work_sgdejolmezfsfeseqbroy6peum 162 17 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 162 18 employed employ VBN work_sgdejolmezfsfeseqbroy6peum 162 19 . . . work_sgdejolmezfsfeseqbroy6peum 163 1 3.4 3.4 CD work_sgdejolmezfsfeseqbroy6peum 163 2 . . . work_sgdejolmezfsfeseqbroy6peum 164 1 Adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 164 2 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 164 3 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 164 4 As as RB work_sgdejolmezfsfeseqbroy6peum 164 5 soon soon RB work_sgdejolmezfsfeseqbroy6peum 164 6 as as IN work_sgdejolmezfsfeseqbroy6peum 164 7 a a DT work_sgdejolmezfsfeseqbroy6peum 164 8 search search NN work_sgdejolmezfsfeseqbroy6peum 164 9 stagnation stagnation NN work_sgdejolmezfsfeseqbroy6peum 164 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 164 11 detected detect VBN work_sgdejolmezfsfeseqbroy6peum 164 12 , , , work_sgdejolmezfsfeseqbroy6peum 164 13 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 164 14 , , , work_sgdejolmezfsfeseqbroy6peum 164 15 the the DT work_sgdejolmezfsfeseqbroy6peum 164 16 best good JJS work_sgdejolmezfsfeseqbroy6peum 164 17 solution solution NN work_sgdejolmezfsfeseqbroy6peum 164 18 πbest πb JJS work_sgdejolmezfsfeseqbroy6peum 164 19 found find VBN work_sgdejolmezfsfeseqbroy6peum 164 20 during during IN work_sgdejolmezfsfeseqbroy6peum 164 21 the the DT work_sgdejolmezfsfeseqbroy6peum 164 22 search search NN work_sgdejolmezfsfeseqbroy6peum 164 23 has have VBZ work_sgdejolmezfsfeseqbroy6peum 164 24 not not RB work_sgdejolmezfsfeseqbroy6peum 164 25 been be VBN work_sgdejolmezfsfeseqbroy6peum 164 26 updated update VBN work_sgdejolmezfsfeseqbroy6peum 164 27 for for IN work_sgdejolmezfsfeseqbroy6peum 164 28 a a DT work_sgdejolmezfsfeseqbroy6peum 164 29 certain certain JJ work_sgdejolmezfsfeseqbroy6peum 164 30 number number NN work_sgdejolmezfsfeseqbroy6peum 164 31 of of IN work_sgdejolmezfsfeseqbroy6peum 164 32 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 164 33 , , , work_sgdejolmezfsfeseqbroy6peum 164 34 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 164 35 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 164 36 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 164 37 mutates mutate VBZ work_sgdejolmezfsfeseqbroy6peum 164 38 the the DT work_sgdejolmezfsfeseqbroy6peum 164 39 entire entire JJ work_sgdejolmezfsfeseqbroy6peum 164 40 population population NN work_sgdejolmezfsfeseqbroy6peum 164 41 with with IN work_sgdejolmezfsfeseqbroy6peum 164 42 an an DT work_sgdejolmezfsfeseqbroy6peum 164 43 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 164 44 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 164 45 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 164 46 that that WDT work_sgdejolmezfsfeseqbroy6peum 164 47 adjusts adjust VBZ work_sgdejolmezfsfeseqbroy6peum 164 48 the the DT work_sgdejolmezfsfeseqbroy6peum 164 49 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 164 50 strength strength NN work_sgdejolmezfsfeseqbroy6peum 164 51 µ µ NN work_sgdejolmezfsfeseqbroy6peum 164 52 ∈ ∈ JJ work_sgdejolmezfsfeseqbroy6peum 164 53 [ [ -LRB- work_sgdejolmezfsfeseqbroy6peum 164 54 µmin µmin NN work_sgdejolmezfsfeseqbroy6peum 164 55 , , , work_sgdejolmezfsfeseqbroy6peum 164 56 n n CC work_sgdejolmezfsfeseqbroy6peum 164 57 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 164 58 depending depend VBG work_sgdejolmezfsfeseqbroy6peum 164 59 on on IN work_sgdejolmezfsfeseqbroy6peum 164 60 the the DT work_sgdejolmezfsfeseqbroy6peum 164 61 previous previous JJ work_sgdejolmezfsfeseqbroy6peum 164 62 search search NN work_sgdejolmezfsfeseqbroy6peum 164 63 progress progress NN work_sgdejolmezfsfeseqbroy6peum 164 64 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 164 65 see see VB work_sgdejolmezfsfeseqbroy6peum 164 66 lines line NNS work_sgdejolmezfsfeseqbroy6peum 164 67 11 11 CD work_sgdejolmezfsfeseqbroy6peum 164 68 - - SYM work_sgdejolmezfsfeseqbroy6peum 164 69 16 16 CD work_sgdejolmezfsfeseqbroy6peum 164 70 , , , work_sgdejolmezfsfeseqbroy6peum 164 71 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 164 72 1 1 CD work_sgdejolmezfsfeseqbroy6peum 164 73 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 164 74 . . . work_sgdejolmezfsfeseqbroy6peum 165 1 At at IN work_sgdejolmezfsfeseqbroy6peum 165 2 the the DT work_sgdejolmezfsfeseqbroy6peum 165 3 beginning beginning NN work_sgdejolmezfsfeseqbroy6peum 165 4 , , , work_sgdejolmezfsfeseqbroy6peum 165 5 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 165 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 165 7 set set VBN work_sgdejolmezfsfeseqbroy6peum 165 8 to to TO work_sgdejolmezfsfeseqbroy6peum 165 9 µmin µmin VB work_sgdejolmezfsfeseqbroy6peum 165 10 and and CC work_sgdejolmezfsfeseqbroy6peum 165 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 165 12 gradually gradually RB work_sgdejolmezfsfeseqbroy6peum 165 13 augmented augment VBN work_sgdejolmezfsfeseqbroy6peum 165 14 by by IN work_sgdejolmezfsfeseqbroy6peum 165 15 an an DT work_sgdejolmezfsfeseqbroy6peum 165 16 increment increment NN work_sgdejolmezfsfeseqbroy6peum 165 17 m m NNP work_sgdejolmezfsfeseqbroy6peum 165 18 if if IN work_sgdejolmezfsfeseqbroy6peum 165 19 a a DT work_sgdejolmezfsfeseqbroy6peum 165 20 solution solution NN work_sgdejolmezfsfeseqbroy6peum 165 21 better well JJR work_sgdejolmezfsfeseqbroy6peum 165 22 than than IN work_sgdejolmezfsfeseqbroy6peum 165 23 πbest πbest NNP work_sgdejolmezfsfeseqbroy6peum 165 24 has have VBZ work_sgdejolmezfsfeseqbroy6peum 165 25 not not RB work_sgdejolmezfsfeseqbroy6peum 165 26 been be VBN work_sgdejolmezfsfeseqbroy6peum 165 27 attained attain VBN work_sgdejolmezfsfeseqbroy6peum 165 28 during during IN work_sgdejolmezfsfeseqbroy6peum 165 29 ν ν NN work_sgdejolmezfsfeseqbroy6peum 165 30 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 165 31 . . . work_sgdejolmezfsfeseqbroy6peum 166 1 Once once RB work_sgdejolmezfsfeseqbroy6peum 166 2 a a DT work_sgdejolmezfsfeseqbroy6peum 166 3 solution solution NN work_sgdejolmezfsfeseqbroy6peum 166 4 better well JJR work_sgdejolmezfsfeseqbroy6peum 166 5 than than IN work_sgdejolmezfsfeseqbroy6peum 166 6 πbest πbest NNP work_sgdejolmezfsfeseqbroy6peum 166 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 166 8 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 166 9 , , , work_sgdejolmezfsfeseqbroy6peum 166 10 or or CC work_sgdejolmezfsfeseqbroy6peum 166 11 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 166 12 has have VBZ work_sgdejolmezfsfeseqbroy6peum 166 13 reached reach VBN work_sgdejolmezfsfeseqbroy6peum 166 14 the the DT work_sgdejolmezfsfeseqbroy6peum 166 15 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 166 16 possible possible JJ work_sgdejolmezfsfeseqbroy6peum 166 17 value value NN work_sgdejolmezfsfeseqbroy6peum 166 18 n n CC work_sgdejolmezfsfeseqbroy6peum 166 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 166 20 n n CC work_sgdejolmezfsfeseqbroy6peum 166 21 being be VBG work_sgdejolmezfsfeseqbroy6peum 166 22 the the DT work_sgdejolmezfsfeseqbroy6peum 166 23 problem problem NN work_sgdejolmezfsfeseqbroy6peum 166 24 size size NN work_sgdejolmezfsfeseqbroy6peum 166 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 166 26 , , , work_sgdejolmezfsfeseqbroy6peum 166 27 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 166 28 is be VBZ work_sgdejolmezfsfeseqbroy6peum 166 29 reset reset JJ work_sgdejolmezfsfeseqbroy6peum 166 30 to to TO work_sgdejolmezfsfeseqbroy6peum 166 31 µmin µmin VB work_sgdejolmezfsfeseqbroy6peum 166 32 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 166 33 see see VB work_sgdejolmezfsfeseqbroy6peum 166 34 lines line NNS work_sgdejolmezfsfeseqbroy6peum 166 35 17 17 CD work_sgdejolmezfsfeseqbroy6peum 166 36 - - SYM work_sgdejolmezfsfeseqbroy6peum 166 37 19 19 CD work_sgdejolmezfsfeseqbroy6peum 166 38 , , , work_sgdejolmezfsfeseqbroy6peum 166 39 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 166 40 1 1 CD work_sgdejolmezfsfeseqbroy6peum 166 41 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 166 42 . . . work_sgdejolmezfsfeseqbroy6peum 167 1 9 9 CD work_sgdejolmezfsfeseqbroy6peum 167 2 Figure figure NN work_sgdejolmezfsfeseqbroy6peum 167 3 2 2 CD work_sgdejolmezfsfeseqbroy6peum 167 4 : : : work_sgdejolmezfsfeseqbroy6peum 167 5 An an DT work_sgdejolmezfsfeseqbroy6peum 167 6 example example NN work_sgdejolmezfsfeseqbroy6peum 167 7 of of IN work_sgdejolmezfsfeseqbroy6peum 167 8 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 167 9 with with IN work_sgdejolmezfsfeseqbroy6peum 167 10 3 3 CD work_sgdejolmezfsfeseqbroy6peum 167 11 exchanges exchange NNS work_sgdejolmezfsfeseqbroy6peum 167 12 for for IN work_sgdejolmezfsfeseqbroy6peum 167 13 µ µ NN work_sgdejolmezfsfeseqbroy6peum 167 14 = = SYM work_sgdejolmezfsfeseqbroy6peum 167 15 3 3 CD work_sgdejolmezfsfeseqbroy6peum 167 16 The the DT work_sgdejolmezfsfeseqbroy6peum 167 17 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 167 18 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 167 19 of of IN work_sgdejolmezfsfeseqbroy6peum 167 20 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 167 21 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 167 22 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 167 23 , , , work_sgdejolmezfsfeseqbroy6peum 167 24 which which WDT work_sgdejolmezfsfeseqbroy6peum 167 25 was be VBD work_sgdejolmezfsfeseqbroy6peum 167 26 previously previously RB work_sgdejolmezfsfeseqbroy6peum 167 27 used use VBN work_sgdejolmezfsfeseqbroy6peum 167 28 in in IN work_sgdejolmezfsfeseqbroy6peum 167 29 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 167 30 & & CC work_sgdejolmezfsfeseqbroy6peum 167 31 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 167 32 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 167 33 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 167 34 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 167 35 for for IN work_sgdejolmezfsfeseqbroy6peum 167 36 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 167 37 , , , work_sgdejolmezfsfeseqbroy6peum 167 38 exchanges exchange VBZ work_sgdejolmezfsfeseqbroy6peum 167 39 a a DT work_sgdejolmezfsfeseqbroy6peum 167 40 sequence sequence NN work_sgdejolmezfsfeseqbroy6peum 167 41 of of IN work_sgdejolmezfsfeseqbroy6peum 167 42 locations location NNS work_sgdejolmezfsfeseqbroy6peum 167 43 in in IN work_sgdejolmezfsfeseqbroy6peum 167 44 the the DT work_sgdejolmezfsfeseqbroy6peum 167 45 solution solution NN work_sgdejolmezfsfeseqbroy6peum 167 46 π π NN work_sgdejolmezfsfeseqbroy6peum 167 47 to to TO work_sgdejolmezfsfeseqbroy6peum 167 48 create create VB work_sgdejolmezfsfeseqbroy6peum 167 49 an an DT work_sgdejolmezfsfeseqbroy6peum 167 50 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 167 51 that that WDT work_sgdejolmezfsfeseqbroy6peum 167 52 has have VBZ work_sgdejolmezfsfeseqbroy6peum 167 53 a a DT work_sgdejolmezfsfeseqbroy6peum 167 54 distance distance NN work_sgdejolmezfsfeseqbroy6peum 167 55 of of IN work_sgdejolmezfsfeseqbroy6peum 167 56 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 167 57 to to IN work_sgdejolmezfsfeseqbroy6peum 167 58 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 167 59 parent parent NN work_sgdejolmezfsfeseqbroy6peum 167 60 π π NN work_sgdejolmezfsfeseqbroy6peum 167 61 . . . work_sgdejolmezfsfeseqbroy6peum 168 1 The the DT work_sgdejolmezfsfeseqbroy6peum 168 2 distance distance NN work_sgdejolmezfsfeseqbroy6peum 168 3 measure measure NN work_sgdejolmezfsfeseqbroy6peum 168 4 used use VBN work_sgdejolmezfsfeseqbroy6peum 168 5 for for IN work_sgdejolmezfsfeseqbroy6peum 168 6 this this DT work_sgdejolmezfsfeseqbroy6peum 168 7 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 168 8 operator operator NN work_sgdejolmezfsfeseqbroy6peum 168 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 168 10 the the DT work_sgdejolmezfsfeseqbroy6peum 168 11 well well RB work_sgdejolmezfsfeseqbroy6peum 168 12 - - HYPH work_sgdejolmezfsfeseqbroy6peum 168 13 known know VBN work_sgdejolmezfsfeseqbroy6peum 168 14 hamming hamming NN work_sgdejolmezfsfeseqbroy6peum 168 15 distance distance NN work_sgdejolmezfsfeseqbroy6peum 168 16 . . . work_sgdejolmezfsfeseqbroy6peum 169 1 To to TO work_sgdejolmezfsfeseqbroy6peum 169 2 ensure ensure VB work_sgdejolmezfsfeseqbroy6peum 169 3 that that IN work_sgdejolmezfsfeseqbroy6peum 169 4 the the DT work_sgdejolmezfsfeseqbroy6peum 169 5 distance distance NN work_sgdejolmezfsfeseqbroy6peum 169 6 between between IN work_sgdejolmezfsfeseqbroy6peum 169 7 the the DT work_sgdejolmezfsfeseqbroy6peum 169 8 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 169 9 and and CC work_sgdejolmezfsfeseqbroy6peum 169 10 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 169 11 parent parent NN work_sgdejolmezfsfeseqbroy6peum 169 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 169 13 µ µ NNP work_sgdejolmezfsfeseqbroy6peum 169 14 , , , work_sgdejolmezfsfeseqbroy6peum 169 15 in in IN work_sgdejolmezfsfeseqbroy6peum 169 16 each each DT work_sgdejolmezfsfeseqbroy6peum 169 17 step step NN work_sgdejolmezfsfeseqbroy6peum 169 18 , , , work_sgdejolmezfsfeseqbroy6peum 169 19 the the DT work_sgdejolmezfsfeseqbroy6peum 169 20 second second JJ work_sgdejolmezfsfeseqbroy6peum 169 21 selected select VBN work_sgdejolmezfsfeseqbroy6peum 169 22 location location NN work_sgdejolmezfsfeseqbroy6peum 169 23 is be VBZ work_sgdejolmezfsfeseqbroy6peum 169 24 swapped swap VBN work_sgdejolmezfsfeseqbroy6peum 169 25 again again RB work_sgdejolmezfsfeseqbroy6peum 169 26 in in IN work_sgdejolmezfsfeseqbroy6peum 169 27 the the DT work_sgdejolmezfsfeseqbroy6peum 169 28 subsequent subsequent JJ work_sgdejolmezfsfeseqbroy6peum 169 29 step step NN work_sgdejolmezfsfeseqbroy6peum 169 30 , , , work_sgdejolmezfsfeseqbroy6peum 169 31 such such JJ work_sgdejolmezfsfeseqbroy6peum 169 32 that that IN work_sgdejolmezfsfeseqbroy6peum 169 33 the the DT work_sgdejolmezfsfeseqbroy6peum 169 34 resulting result VBG work_sgdejolmezfsfeseqbroy6peum 169 35 distance distance NN work_sgdejolmezfsfeseqbroy6peum 169 36 is be VBZ work_sgdejolmezfsfeseqbroy6peum 169 37 equal equal JJ work_sgdejolmezfsfeseqbroy6peum 169 38 to to IN work_sgdejolmezfsfeseqbroy6peum 169 39 one one CD work_sgdejolmezfsfeseqbroy6peum 169 40 plus plus IN work_sgdejolmezfsfeseqbroy6peum 169 41 the the DT work_sgdejolmezfsfeseqbroy6peum 169 42 number number NN work_sgdejolmezfsfeseqbroy6peum 169 43 of of IN work_sgdejolmezfsfeseqbroy6peum 169 44 swaps swap NNS work_sgdejolmezfsfeseqbroy6peum 169 45 . . . work_sgdejolmezfsfeseqbroy6peum 170 1 An an DT work_sgdejolmezfsfeseqbroy6peum 170 2 example example NN work_sgdejolmezfsfeseqbroy6peum 170 3 of of IN work_sgdejolmezfsfeseqbroy6peum 170 4 the the DT work_sgdejolmezfsfeseqbroy6peum 170 5 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 170 6 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 170 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 170 8 illustrated illustrate VBN work_sgdejolmezfsfeseqbroy6peum 170 9 in in IN work_sgdejolmezfsfeseqbroy6peum 170 10 Figure Figure NNP work_sgdejolmezfsfeseqbroy6peum 170 11 2 2 CD work_sgdejolmezfsfeseqbroy6peum 170 12 . . . work_sgdejolmezfsfeseqbroy6peum 171 1 The the DT work_sgdejolmezfsfeseqbroy6peum 171 2 complexity complexity NN work_sgdejolmezfsfeseqbroy6peum 171 3 of of IN work_sgdejolmezfsfeseqbroy6peum 171 4 the the DT work_sgdejolmezfsfeseqbroy6peum 171 5 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 171 6 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 171 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 171 8 O(|P O(|P NNP work_sgdejolmezfsfeseqbroy6peum 171 9 | | NNP work_sgdejolmezfsfeseqbroy6peum 171 10 · · SYM work_sgdejolmezfsfeseqbroy6peum 171 11 µ µ NN work_sgdejolmezfsfeseqbroy6peum 171 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 171 13 . . . work_sgdejolmezfsfeseqbroy6peum 172 1 3.5 3.5 CD work_sgdejolmezfsfeseqbroy6peum 172 2 . . . work_sgdejolmezfsfeseqbroy6peum 173 1 Discussions discussion NNS work_sgdejolmezfsfeseqbroy6peum 173 2 In in IN work_sgdejolmezfsfeseqbroy6peum 173 3 this this DT work_sgdejolmezfsfeseqbroy6peum 173 4 Section section NN work_sgdejolmezfsfeseqbroy6peum 173 5 , , , work_sgdejolmezfsfeseqbroy6peum 173 6 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 173 7 discuss discuss VBP work_sgdejolmezfsfeseqbroy6peum 173 8 similarities similarity NNS work_sgdejolmezfsfeseqbroy6peum 173 9 and and CC work_sgdejolmezfsfeseqbroy6peum 173 10 differences difference NNS work_sgdejolmezfsfeseqbroy6peum 173 11 between between IN work_sgdejolmezfsfeseqbroy6peum 173 12 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 173 13 and and CC work_sgdejolmezfsfeseqbroy6peum 173 14 the the DT work_sgdejolmezfsfeseqbroy6peum 173 15 previously previously RB work_sgdejolmezfsfeseqbroy6peum 173 16 mentioned mention VBN work_sgdejolmezfsfeseqbroy6peum 173 17 state state NN work_sgdejolmezfsfeseqbroy6peum 173 18 - - HYPH work_sgdejolmezfsfeseqbroy6peum 173 19 of of IN work_sgdejolmezfsfeseqbroy6peum 173 20 - - HYPH work_sgdejolmezfsfeseqbroy6peum 173 21 art art NN work_sgdejolmezfsfeseqbroy6peum 173 22 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 173 23 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 173 24 , , , work_sgdejolmezfsfeseqbroy6peum 173 25 in in IN work_sgdejolmezfsfeseqbroy6peum 173 26 particular particular JJ work_sgdejolmezfsfeseqbroy6peum 173 27 those those DT work_sgdejolmezfsfeseqbroy6peum 173 28 based base VBN work_sgdejolmezfsfeseqbroy6peum 173 29 on on IN work_sgdejolmezfsfeseqbroy6peum 173 30 the the DT work_sgdejolmezfsfeseqbroy6peum 173 31 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 173 32 framework framework NN work_sgdejolmezfsfeseqbroy6peum 173 33 . . . work_sgdejolmezfsfeseqbroy6peum 174 1 In in IN work_sgdejolmezfsfeseqbroy6peum 174 2 Section section NN work_sgdejolmezfsfeseqbroy6peum 174 3 2 2 CD work_sgdejolmezfsfeseqbroy6peum 174 4 , , , work_sgdejolmezfsfeseqbroy6peum 174 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 174 6 reviewed review VBD work_sgdejolmezfsfeseqbroy6peum 174 7 three three CD work_sgdejolmezfsfeseqbroy6peum 174 8 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 174 9 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 174 10 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 174 11 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 174 12 , , , work_sgdejolmezfsfeseqbroy6peum 174 13 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 174 14 - - HYPH work_sgdejolmezfsfeseqbroy6peum 174 15 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 174 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 174 17 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 174 18 & & CC work_sgdejolmezfsfeseqbroy6peum 174 19 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 174 20 , , , work_sgdejolmezfsfeseqbroy6peum 174 21 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 174 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 174 23 , , , work_sgdejolmezfsfeseqbroy6peum 174 24 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 174 25 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 174 26 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 174 27 , , , work_sgdejolmezfsfeseqbroy6peum 174 28 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 174 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 174 30 , , , work_sgdejolmezfsfeseqbroy6peum 174 31 and and CC work_sgdejolmezfsfeseqbroy6peum 174 32 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 174 33 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 174 34 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 174 35 , , , work_sgdejolmezfsfeseqbroy6peum 174 36 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 174 37 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 174 38 , , , work_sgdejolmezfsfeseqbroy6peum 174 39 the the DT work_sgdejolmezfsfeseqbroy6peum 174 40 two two CD work_sgdejolmezfsfeseqbroy6peum 174 41 latter latter JJ work_sgdejolmezfsfeseqbroy6peum 174 42 ones one NNS work_sgdejolmezfsfeseqbroy6peum 174 43 being be VBG work_sgdejolmezfsfeseqbroy6peum 174 44 among among IN work_sgdejolmezfsfeseqbroy6peum 174 45 the the DT work_sgdejolmezfsfeseqbroy6peum 174 46 best good JJS work_sgdejolmezfsfeseqbroy6peum 174 47 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 174 48 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 174 49 cur- cur- VBP work_sgdejolmezfsfeseqbroy6peum 174 50 rently rently RB work_sgdejolmezfsfeseqbroy6peum 174 51 available available JJ work_sgdejolmezfsfeseqbroy6peum 174 52 in in IN work_sgdejolmezfsfeseqbroy6peum 174 53 the the DT work_sgdejolmezfsfeseqbroy6peum 174 54 literature literature NN work_sgdejolmezfsfeseqbroy6peum 174 55 for for IN work_sgdejolmezfsfeseqbroy6peum 174 56 this this DT work_sgdejolmezfsfeseqbroy6peum 174 57 problem problem NN work_sgdejolmezfsfeseqbroy6peum 174 58 . . . work_sgdejolmezfsfeseqbroy6peum 175 1 The the DT work_sgdejolmezfsfeseqbroy6peum 175 2 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 175 3 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 175 4 em- em- NNS work_sgdejolmezfsfeseqbroy6peum 175 5 ployed ploye VBN work_sgdejolmezfsfeseqbroy6peum 175 6 by by IN work_sgdejolmezfsfeseqbroy6peum 175 7 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 175 8 are be VBP work_sgdejolmezfsfeseqbroy6peum 175 9 quite quite RB work_sgdejolmezfsfeseqbroy6peum 175 10 similar similar JJ work_sgdejolmezfsfeseqbroy6peum 175 11 to to IN work_sgdejolmezfsfeseqbroy6peum 175 12 those those DT work_sgdejolmezfsfeseqbroy6peum 175 13 of of IN work_sgdejolmezfsfeseqbroy6peum 175 14 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 175 15 - - HYPH work_sgdejolmezfsfeseqbroy6peum 175 16 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 175 17 and and CC work_sgdejolmezfsfeseqbroy6peum 175 18 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 175 19 . . . work_sgdejolmezfsfeseqbroy6peum 176 1 Indeed indeed RB work_sgdejolmezfsfeseqbroy6peum 176 2 , , , work_sgdejolmezfsfeseqbroy6peum 176 3 these these DT work_sgdejolmezfsfeseqbroy6peum 176 4 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 176 5 create create VBP work_sgdejolmezfsfeseqbroy6peum 176 6 offspring offspre VBG work_sgdejolmezfsfeseqbroy6peum 176 7 solution solution NN work_sgdejolmezfsfeseqbroy6peum 176 8 by by IN work_sgdejolmezfsfeseqbroy6peum 176 9 means mean NNS work_sgdejolmezfsfeseqbroy6peum 176 10 of of IN work_sgdejolmezfsfeseqbroy6peum 176 11 different different JJ work_sgdejolmezfsfeseqbroy6peum 176 12 adaptations adaptation NNS work_sgdejolmezfsfeseqbroy6peum 176 13 of of IN work_sgdejolmezfsfeseqbroy6peum 176 14 the the DT work_sgdejolmezfsfeseqbroy6peum 176 15 classic classic JJ work_sgdejolmezfsfeseqbroy6peum 176 16 uniform uniform NN work_sgdejolmezfsfeseqbroy6peum 176 17 crossover crossover NNP work_sgdejolmezfsfeseqbroy6peum 176 18 operator operator NN work_sgdejolmezfsfeseqbroy6peum 176 19 which which WDT work_sgdejolmezfsfeseqbroy6peum 176 20 provides provide VBZ work_sgdejolmezfsfeseqbroy6peum 176 21 surprisingly surprisingly RB work_sgdejolmezfsfeseqbroy6peum 176 22 good good JJ work_sgdejolmezfsfeseqbroy6peum 176 23 results result NNS work_sgdejolmezfsfeseqbroy6peum 176 24 for for IN work_sgdejolmezfsfeseqbroy6peum 176 25 the the DT work_sgdejolmezfsfeseqbroy6peum 176 26 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 176 27 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 176 28 . . . work_sgdejolmezfsfeseqbroy6peum 177 1 One one CD work_sgdejolmezfsfeseqbroy6peum 177 2 of of IN work_sgdejolmezfsfeseqbroy6peum 177 3 the the DT work_sgdejolmezfsfeseqbroy6peum 177 4 contributions contribution NNS work_sgdejolmezfsfeseqbroy6peum 177 5 of of IN work_sgdejolmezfsfeseqbroy6peum 177 6 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 177 7 work work NN work_sgdejolmezfsfeseqbroy6peum 177 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 177 9 an an DT work_sgdejolmezfsfeseqbroy6peum 177 10 explanation explanation NN work_sgdejolmezfsfeseqbroy6peum 177 11 for for IN work_sgdejolmezfsfeseqbroy6peum 177 12 the the DT work_sgdejolmezfsfeseqbroy6peum 177 13 efficiency efficiency NN work_sgdejolmezfsfeseqbroy6peum 177 14 of of IN work_sgdejolmezfsfeseqbroy6peum 177 15 these these DT work_sgdejolmezfsfeseqbroy6peum 177 16 random random JJ work_sgdejolmezfsfeseqbroy6peum 177 17 crossovers crossover NNS work_sgdejolmezfsfeseqbroy6peum 177 18 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 177 19 by by IN work_sgdejolmezfsfeseqbroy6peum 177 20 analyzing analyze VBG work_sgdejolmezfsfeseqbroy6peum 177 21 the the DT work_sgdejolmezfsfeseqbroy6peum 177 22 structures structure NNS work_sgdejolmezfsfeseqbroy6peum 177 23 of of IN work_sgdejolmezfsfeseqbroy6peum 177 24 the the DT work_sgdejolmezfsfeseqbroy6peum 177 25 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 177 26 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 177 27 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 177 28 see see VB work_sgdejolmezfsfeseqbroy6peum 177 29 Section Section NNP work_sgdejolmezfsfeseqbroy6peum 177 30 5 5 CD work_sgdejolmezfsfeseqbroy6peum 177 31 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 177 32 . . . work_sgdejolmezfsfeseqbroy6peum 178 1 Moreover moreover RB work_sgdejolmezfsfeseqbroy6peum 178 2 , , , work_sgdejolmezfsfeseqbroy6peum 178 3 as as IN work_sgdejolmezfsfeseqbroy6peum 178 4 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 178 5 - - HYPH work_sgdejolmezfsfeseqbroy6peum 178 6 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 178 7 and and CC work_sgdejolmezfsfeseqbroy6peum 178 8 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 178 9 , , , work_sgdejolmezfsfeseqbroy6peum 178 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 178 11 applies apply VBZ work_sgdejolmezfsfeseqbroy6peum 178 12 a a DT work_sgdejolmezfsfeseqbroy6peum 178 13 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 178 14 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 178 15 to to IN work_sgdejolmezfsfeseqbroy6peum 178 16 the the DT work_sgdejolmezfsfeseqbroy6peum 178 17 entire entire JJ work_sgdejolmezfsfeseqbroy6peum 178 18 population population NN work_sgdejolmezfsfeseqbroy6peum 178 19 in in IN work_sgdejolmezfsfeseqbroy6peum 178 20 order order NN work_sgdejolmezfsfeseqbroy6peum 178 21 to to TO work_sgdejolmezfsfeseqbroy6peum 178 22 avoid avoid VB work_sgdejolmezfsfeseqbroy6peum 178 23 premature premature JJ work_sgdejolmezfsfeseqbroy6peum 178 24 convergence convergence NN work_sgdejolmezfsfeseqbroy6peum 178 25 . . . work_sgdejolmezfsfeseqbroy6peum 179 1 However however RB work_sgdejolmezfsfeseqbroy6peum 179 2 , , , work_sgdejolmezfsfeseqbroy6peum 179 3 unlike unlike IN work_sgdejolmezfsfeseqbroy6peum 179 4 the the DT work_sgdejolmezfsfeseqbroy6peum 179 5 previously previously RB work_sgdejolmezfsfeseqbroy6peum 179 6 used use VBN work_sgdejolmezfsfeseqbroy6peum 179 7 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 179 8 strategies strategy NNS work_sgdejolmezfsfeseqbroy6peum 179 9 , , , work_sgdejolmezfsfeseqbroy6peum 179 10 the the DT work_sgdejolmezfsfeseqbroy6peum 179 11 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 179 12 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 179 13 of of IN work_sgdejolmezfsfeseqbroy6peum 179 14 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 179 15 adaptively adaptively RB work_sgdejolmezfsfeseqbroy6peum 179 16 adjusts adjust VBZ work_sgdejolmezfsfeseqbroy6peum 179 17 the the DT work_sgdejolmezfsfeseqbroy6peum 179 18 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 179 19 strength strength NN work_sgdejolmezfsfeseqbroy6peum 179 20 depending depend VBG work_sgdejolmezfsfeseqbroy6peum 179 21 on on IN work_sgdejolmezfsfeseqbroy6peum 179 22 the the DT work_sgdejolmezfsfeseqbroy6peum 179 23 previous previous JJ work_sgdejolmezfsfeseqbroy6peum 179 24 search search NN work_sgdejolmezfsfeseqbroy6peum 179 25 progress progress NN work_sgdejolmezfsfeseqbroy6peum 179 26 . . . work_sgdejolmezfsfeseqbroy6peum 180 1 10 10 CD work_sgdejolmezfsfeseqbroy6peum 180 2 Yet yet RB work_sgdejolmezfsfeseqbroy6peum 180 3 , , , work_sgdejolmezfsfeseqbroy6peum 180 4 the the DT work_sgdejolmezfsfeseqbroy6peum 180 5 most most RBS work_sgdejolmezfsfeseqbroy6peum 180 6 important important JJ work_sgdejolmezfsfeseqbroy6peum 180 7 difference difference NN work_sgdejolmezfsfeseqbroy6peum 180 8 between between IN work_sgdejolmezfsfeseqbroy6peum 180 9 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 180 10 and and CC work_sgdejolmezfsfeseqbroy6peum 180 11 the the DT work_sgdejolmezfsfeseqbroy6peum 180 12 three three CD work_sgdejolmezfsfeseqbroy6peum 180 13 reference reference NN work_sgdejolmezfsfeseqbroy6peum 180 14 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 180 15 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 180 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 180 17 the the DT work_sgdejolmezfsfeseqbroy6peum 180 18 local local JJ work_sgdejolmezfsfeseqbroy6peum 180 19 search search NN work_sgdejolmezfsfeseqbroy6peum 180 20 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 180 21 . . . work_sgdejolmezfsfeseqbroy6peum 181 1 As as IN work_sgdejolmezfsfeseqbroy6peum 181 2 stated state VBN work_sgdejolmezfsfeseqbroy6peum 181 3 earlier early RBR work_sgdejolmezfsfeseqbroy6peum 181 4 , , , work_sgdejolmezfsfeseqbroy6peum 181 5 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 181 6 , , , work_sgdejolmezfsfeseqbroy6peum 181 7 em- em- RB work_sgdejolmezfsfeseqbroy6peum 181 8 ployed ploye VBN work_sgdejolmezfsfeseqbroy6peum 181 9 by by IN work_sgdejolmezfsfeseqbroy6peum 181 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 181 11 for for IN work_sgdejolmezfsfeseqbroy6peum 181 12 offspring offspre VBG work_sgdejolmezfsfeseqbroy6peum 181 13 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 181 14 , , , work_sgdejolmezfsfeseqbroy6peum 181 15 constitutes constitute VBZ work_sgdejolmezfsfeseqbroy6peum 181 16 the the DT work_sgdejolmezfsfeseqbroy6peum 181 17 key key JJ work_sgdejolmezfsfeseqbroy6peum 181 18 component component NN work_sgdejolmezfsfeseqbroy6peum 181 19 of of IN work_sgdejolmezfsfeseqbroy6peum 181 20 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 181 21 . . . work_sgdejolmezfsfeseqbroy6peum 182 1 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 182 2 combines combine VBZ work_sgdejolmezfsfeseqbroy6peum 182 3 the the DT work_sgdejolmezfsfeseqbroy6peum 182 4 steepest steep JJS work_sgdejolmezfsfeseqbroy6peum 182 5 descent descent NN work_sgdejolmezfsfeseqbroy6peum 182 6 with with IN work_sgdejolmezfsfeseqbroy6peum 182 7 a a DT work_sgdejolmezfsfeseqbroy6peum 182 8 dedicated dedicated JJ work_sgdejolmezfsfeseqbroy6peum 182 9 and and CC work_sgdejolmezfsfeseqbroy6peum 182 10 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 182 11 diver- diver- NN work_sgdejolmezfsfeseqbroy6peum 182 12 sification sification NN work_sgdejolmezfsfeseqbroy6peum 182 13 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 182 14 . . . work_sgdejolmezfsfeseqbroy6peum 183 1 On on IN work_sgdejolmezfsfeseqbroy6peum 183 2 the the DT work_sgdejolmezfsfeseqbroy6peum 183 3 other other JJ work_sgdejolmezfsfeseqbroy6peum 183 4 hand hand NN work_sgdejolmezfsfeseqbroy6peum 183 5 , , , work_sgdejolmezfsfeseqbroy6peum 183 6 the the DT work_sgdejolmezfsfeseqbroy6peum 183 7 local local JJ work_sgdejolmezfsfeseqbroy6peum 183 8 search search NN work_sgdejolmezfsfeseqbroy6peum 183 9 phase phase NN work_sgdejolmezfsfeseqbroy6peum 183 10 performed perform VBN work_sgdejolmezfsfeseqbroy6peum 183 11 by by IN work_sgdejolmezfsfeseqbroy6peum 183 12 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 183 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 183 14 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 183 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 183 16 the the DT work_sgdejolmezfsfeseqbroy6peum 183 17 basic basic JJ work_sgdejolmezfsfeseqbroy6peum 183 18 steepest steep JJS work_sgdejolmezfsfeseqbroy6peum 183 19 descent descent NN work_sgdejolmezfsfeseqbroy6peum 183 20 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 183 21 , , , work_sgdejolmezfsfeseqbroy6peum 183 22 while while IN work_sgdejolmezfsfeseqbroy6peum 183 23 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 183 24 and and CC work_sgdejolmezfsfeseqbroy6peum 183 25 MRT60 mrt60 RB work_sgdejolmezfsfeseqbroy6peum 183 26 improve improve VB work_sgdejolmezfsfeseqbroy6peum 183 27 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 183 28 by by IN work_sgdejolmezfsfeseqbroy6peum 183 29 means mean NNS work_sgdejolmezfsfeseqbroy6peum 183 30 of of IN work_sgdejolmezfsfeseqbroy6peum 183 31 a a DT work_sgdejolmezfsfeseqbroy6peum 183 32 simple simple JJ work_sgdejolmezfsfeseqbroy6peum 183 33 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 183 34 search search NN work_sgdejolmezfsfeseqbroy6peum 183 35 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 183 36 . . . work_sgdejolmezfsfeseqbroy6peum 184 1 PILS PILS NNP work_sgdejolmezfsfeseqbroy6peum 184 2 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 184 3 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 184 4 , , , work_sgdejolmezfsfeseqbroy6peum 184 5 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 184 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 184 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 184 8 a a DT work_sgdejolmezfsfeseqbroy6peum 184 9 population population NN work_sgdejolmezfsfeseqbroy6peum 184 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 184 11 based base VBN work_sgdejolmezfsfeseqbroy6peum 184 12 approach approach NN work_sgdejolmezfsfeseqbroy6peum 184 13 which which WDT work_sgdejolmezfsfeseqbroy6peum 184 14 uses use VBZ work_sgdejolmezfsfeseqbroy6peum 184 15 an an DT work_sgdejolmezfsfeseqbroy6peum 184 16 adap- adap- JJ work_sgdejolmezfsfeseqbroy6peum 184 17 tation tation NN work_sgdejolmezfsfeseqbroy6peum 184 18 of of IN work_sgdejolmezfsfeseqbroy6peum 184 19 the the DT work_sgdejolmezfsfeseqbroy6peum 184 20 iterated iterated JJ work_sgdejolmezfsfeseqbroy6peum 184 21 local local JJ work_sgdejolmezfsfeseqbroy6peum 184 22 search search NN work_sgdejolmezfsfeseqbroy6peum 184 23 framework framework NN work_sgdejolmezfsfeseqbroy6peum 184 24 to to TO work_sgdejolmezfsfeseqbroy6peum 184 25 improve improve VB work_sgdejolmezfsfeseqbroy6peum 184 26 each each DT work_sgdejolmezfsfeseqbroy6peum 184 27 newly newly RB work_sgdejolmezfsfeseqbroy6peum 184 28 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 184 29 solution solution NN work_sgdejolmezfsfeseqbroy6peum 184 30 . . . work_sgdejolmezfsfeseqbroy6peum 185 1 Although although IN work_sgdejolmezfsfeseqbroy6peum 185 2 the the DT work_sgdejolmezfsfeseqbroy6peum 185 3 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 185 4 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 185 5 of of IN work_sgdejolmezfsfeseqbroy6peum 185 6 PILS PILS NNP work_sgdejolmezfsfeseqbroy6peum 185 7 determines determine VBZ work_sgdejolmezfsfeseqbroy6peum 185 8 the the DT work_sgdejolmezfsfeseqbroy6peum 185 9 number number NN work_sgdejolmezfsfeseqbroy6peum 185 10 of of IN work_sgdejolmezfsfeseqbroy6peum 185 11 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 185 12 moves move NNS work_sgdejolmezfsfeseqbroy6peum 185 13 in in IN work_sgdejolmezfsfeseqbroy6peum 185 14 an an DT work_sgdejolmezfsfeseqbroy6peum 185 15 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 185 16 way way NN work_sgdejolmezfsfeseqbroy6peum 185 17 , , , work_sgdejolmezfsfeseqbroy6peum 185 18 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 185 19 is be VBZ work_sgdejolmezfsfeseqbroy6peum 185 20 only only RB work_sgdejolmezfsfeseqbroy6peum 185 21 based base VBN work_sgdejolmezfsfeseqbroy6peum 185 22 on on IN work_sgdejolmezfsfeseqbroy6peum 185 23 random random JJ work_sgdejolmezfsfeseqbroy6peum 185 24 moves move NNS work_sgdejolmezfsfeseqbroy6peum 185 25 which which WDT work_sgdejolmezfsfeseqbroy6peum 185 26 constitutes constitute VBZ work_sgdejolmezfsfeseqbroy6peum 185 27 the the DT work_sgdejolmezfsfeseqbroy6peum 185 28 main main JJ work_sgdejolmezfsfeseqbroy6peum 185 29 difference difference NN work_sgdejolmezfsfeseqbroy6peum 185 30 with with IN work_sgdejolmezfsfeseqbroy6peum 185 31 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 185 32 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 185 33 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 185 34 . . . work_sgdejolmezfsfeseqbroy6peum 186 1 Two two CD work_sgdejolmezfsfeseqbroy6peum 186 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 186 3 search search NN work_sgdejolmezfsfeseqbroy6peum 186 4 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 186 5 , , , work_sgdejolmezfsfeseqbroy6peum 186 6 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 186 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 186 8 James James NNP work_sgdejolmezfsfeseqbroy6peum 186 9 , , , work_sgdejolmezfsfeseqbroy6peum 186 10 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 186 11 , , , work_sgdejolmezfsfeseqbroy6peum 186 12 & & CC work_sgdejolmezfsfeseqbroy6peum 186 13 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 186 14 , , , work_sgdejolmezfsfeseqbroy6peum 186 15 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 186 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 186 17 and and CC work_sgdejolmezfsfeseqbroy6peum 186 18 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 186 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 186 20 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 186 21 & & CC work_sgdejolmezfsfeseqbroy6peum 186 22 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 186 23 , , , work_sgdejolmezfsfeseqbroy6peum 186 24 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 186 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 186 26 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 186 27 see see VB work_sgdejolmezfsfeseqbroy6peum 186 28 Section section NN work_sgdejolmezfsfeseqbroy6peum 186 29 2 2 CD work_sgdejolmezfsfeseqbroy6peum 186 30 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 186 31 , , , work_sgdejolmezfsfeseqbroy6peum 186 32 are be VBP work_sgdejolmezfsfeseqbroy6peum 186 33 among among IN work_sgdejolmezfsfeseqbroy6peum 186 34 the the DT work_sgdejolmezfsfeseqbroy6peum 186 35 top top JJ work_sgdejolmezfsfeseqbroy6peum 186 36 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 186 37 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 186 38 methods method NNS work_sgdejolmezfsfeseqbroy6peum 186 39 . . . work_sgdejolmezfsfeseqbroy6peum 187 1 Even even RB work_sgdejolmezfsfeseqbroy6peum 187 2 though though IN work_sgdejolmezfsfeseqbroy6peum 187 3 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 187 4 ’s ’s POS work_sgdejolmezfsfeseqbroy6peum 187 5 directed directed JJ work_sgdejolmezfsfeseqbroy6peum 187 6 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 187 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 187 8 based base VBN work_sgdejolmezfsfeseqbroy6peum 187 9 on on IN work_sgdejolmezfsfeseqbroy6peum 187 10 the the DT work_sgdejolmezfsfeseqbroy6peum 187 11 use use NN work_sgdejolmezfsfeseqbroy6peum 187 12 of of IN work_sgdejolmezfsfeseqbroy6peum 187 13 a a DT work_sgdejolmezfsfeseqbroy6peum 187 14 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 187 15 list list NN work_sgdejolmezfsfeseqbroy6peum 187 16 , , , work_sgdejolmezfsfeseqbroy6peum 187 17 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 187 18 is be VBZ work_sgdejolmezfsfeseqbroy6peum 187 19 not not RB work_sgdejolmezfsfeseqbroy6peum 187 20 very very RB work_sgdejolmezfsfeseqbroy6peum 187 21 much much RB work_sgdejolmezfsfeseqbroy6peum 187 22 related related JJ work_sgdejolmezfsfeseqbroy6peum 187 23 to to IN work_sgdejolmezfsfeseqbroy6peum 187 24 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 187 25 since since IN work_sgdejolmezfsfeseqbroy6peum 187 26 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 187 27 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 187 28 of of IN work_sgdejolmezfsfeseqbroy6peum 187 29 a a DT work_sgdejolmezfsfeseqbroy6peum 187 30 parallel parallel JJ work_sgdejolmezfsfeseqbroy6peum 187 31 execution execution NN work_sgdejolmezfsfeseqbroy6peum 187 32 of of IN work_sgdejolmezfsfeseqbroy6peum 187 33 several several JJ work_sgdejolmezfsfeseqbroy6peum 187 34 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 187 35 search search NN work_sgdejolmezfsfeseqbroy6peum 187 36 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 187 37 TS TS NNP work_sgdejolmezfsfeseqbroy6peum 187 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 187 39 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 187 40 on on IN work_sgdejolmezfsfeseqbroy6peum 187 41 multiple multiple JJ work_sgdejolmezfsfeseqbroy6peum 187 42 processors processor NNS work_sgdejolmezfsfeseqbroy6peum 187 43 . . . work_sgdejolmezfsfeseqbroy6peum 188 1 The the DT work_sgdejolmezfsfeseqbroy6peum 188 2 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 188 3 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 188 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 188 5 more more RBR work_sgdejolmezfsfeseqbroy6peum 188 6 related related JJ work_sgdejolmezfsfeseqbroy6peum 188 7 to to IN work_sgdejolmezfsfeseqbroy6peum 188 8 ITS its PRP work_sgdejolmezfsfeseqbroy6peum 188 9 since since IN work_sgdejolmezfsfeseqbroy6peum 188 10 both both DT work_sgdejolmezfsfeseqbroy6peum 188 11 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 188 12 are be VBP work_sgdejolmezfsfeseqbroy6peum 188 13 variants variant NNS work_sgdejolmezfsfeseqbroy6peum 188 14 of of IN work_sgdejolmezfsfeseqbroy6peum 188 15 the the DT work_sgdejolmezfsfeseqbroy6peum 188 16 iterated iterated JJ work_sgdejolmezfsfeseqbroy6peum 188 17 local local JJ work_sgdejolmezfsfeseqbroy6peum 188 18 search search NN work_sgdejolmezfsfeseqbroy6peum 188 19 method method NN work_sgdejolmezfsfeseqbroy6peum 188 20 . . . work_sgdejolmezfsfeseqbroy6peum 189 1 Nevertheless nevertheless RB work_sgdejolmezfsfeseqbroy6peum 189 2 , , , work_sgdejolmezfsfeseqbroy6peum 189 3 there there EX work_sgdejolmezfsfeseqbroy6peum 189 4 are be VBP work_sgdejolmezfsfeseqbroy6peum 189 5 two two CD work_sgdejolmezfsfeseqbroy6peum 189 6 major major JJ work_sgdejolmezfsfeseqbroy6peum 189 7 differences difference NNS work_sgdejolmezfsfeseqbroy6peum 189 8 between between IN work_sgdejolmezfsfeseqbroy6peum 189 9 ITS ITS NNP work_sgdejolmezfsfeseqbroy6peum 189 10 and and CC work_sgdejolmezfsfeseqbroy6peum 189 11 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 189 12 . . . work_sgdejolmezfsfeseqbroy6peum 190 1 Firstly firstly RB work_sgdejolmezfsfeseqbroy6peum 190 2 , , , work_sgdejolmezfsfeseqbroy6peum 190 3 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 190 4 does do VBZ work_sgdejolmezfsfeseqbroy6peum 190 5 not not RB work_sgdejolmezfsfeseqbroy6peum 190 6 consider consider VB work_sgdejolmezfsfeseqbroy6peum 190 7 the the DT work_sgdejolmezfsfeseqbroy6peum 190 8 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 190 9 list list NN work_sgdejolmezfsfeseqbroy6peum 190 10 during during IN work_sgdejolmezfsfeseqbroy6peum 190 11 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 190 12 local local JJ work_sgdejolmezfsfeseqbroy6peum 190 13 search search NN work_sgdejolmezfsfeseqbroy6peum 190 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 190 15 descent descent NN work_sgdejolmezfsfeseqbroy6peum 190 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 190 17 phases phase NNS work_sgdejolmezfsfeseqbroy6peum 190 18 , , , work_sgdejolmezfsfeseqbroy6peum 190 19 unlike unlike IN work_sgdejolmezfsfeseqbroy6peum 190 20 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 190 21 which which WDT work_sgdejolmezfsfeseqbroy6peum 190 22 constraints constraint NNS work_sgdejolmezfsfeseqbroy6peum 190 23 each each DT work_sgdejolmezfsfeseqbroy6peum 190 24 iteration iteration NN work_sgdejolmezfsfeseqbroy6peum 190 25 of of IN work_sgdejolmezfsfeseqbroy6peum 190 26 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 190 27 local local JJ work_sgdejolmezfsfeseqbroy6peum 190 28 search search NN work_sgdejolmezfsfeseqbroy6peum 190 29 phase phase NN work_sgdejolmezfsfeseqbroy6peum 190 30 with with IN work_sgdejolmezfsfeseqbroy6peum 190 31 a a DT work_sgdejolmezfsfeseqbroy6peum 190 32 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 190 33 list list NN work_sgdejolmezfsfeseqbroy6peum 190 34 . . . work_sgdejolmezfsfeseqbroy6peum 191 1 As as IN work_sgdejolmezfsfeseqbroy6peum 191 2 such such JJ work_sgdejolmezfsfeseqbroy6peum 191 3 , , , work_sgdejolmezfsfeseqbroy6peum 191 4 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 191 5 and and CC work_sgdejolmezfsfeseqbroy6peum 191 6 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 191 7 explore explore VBP work_sgdejolmezfsfeseqbroy6peum 191 8 different different JJ work_sgdejolmezfsfeseqbroy6peum 191 9 trajectories trajectory NNS work_sgdejolmezfsfeseqbroy6peum 191 10 during during IN work_sgdejolmezfsfeseqbroy6peum 191 11 their -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 191 12 respective respective JJ work_sgdejolmezfsfeseqbroy6peum 191 13 search search NN work_sgdejolmezfsfeseqbroy6peum 191 14 , , , work_sgdejolmezfsfeseqbroy6peum 191 15 leading lead VBG work_sgdejolmezfsfeseqbroy6peum 191 16 to to IN work_sgdejolmezfsfeseqbroy6peum 191 17 different different JJ work_sgdejolmezfsfeseqbroy6peum 191 18 local local JJ work_sgdejolmezfsfeseqbroy6peum 191 19 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 191 20 . . . work_sgdejolmezfsfeseqbroy6peum 192 1 In in IN work_sgdejolmezfsfeseqbroy6peum 192 2 fact fact NN work_sgdejolmezfsfeseqbroy6peum 192 3 , , , work_sgdejolmezfsfeseqbroy6peum 192 4 one one CD work_sgdejolmezfsfeseqbroy6peum 192 5 of of IN work_sgdejolmezfsfeseqbroy6peum 192 6 the the DT work_sgdejolmezfsfeseqbroy6peum 192 7 keys key NNS work_sgdejolmezfsfeseqbroy6peum 192 8 to to IN work_sgdejolmezfsfeseqbroy6peum 192 9 the the DT work_sgdejolmezfsfeseqbroy6peum 192 10 effectiveness effectiveness NN work_sgdejolmezfsfeseqbroy6peum 192 11 of of IN work_sgdejolmezfsfeseqbroy6peum 192 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 192 13 on on IN work_sgdejolmezfsfeseqbroy6peum 192 14 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 192 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 192 16 that that IN work_sgdejolmezfsfeseqbroy6peum 192 17 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 192 18 completely completely RB work_sgdejolmezfsfeseqbroy6peum 192 19 excludes exclude VBZ work_sgdejolmezfsfeseqbroy6peum 192 20 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 192 21 during during IN work_sgdejolmezfsfeseqbroy6peum 192 22 local local JJ work_sgdejolmezfsfeseqbroy6peum 192 23 search search NN work_sgdejolmezfsfeseqbroy6peum 192 24 , , , work_sgdejolmezfsfeseqbroy6peum 192 25 unlike unlike IN work_sgdejolmezfsfeseqbroy6peum 192 26 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 192 27 search search NN work_sgdejolmezfsfeseqbroy6peum 192 28 for for IN work_sgdejolmezfsfeseqbroy6peum 192 29 which which WDT work_sgdejolmezfsfeseqbroy6peum 192 30 the the DT work_sgdejolmezfsfeseqbroy6peum 192 31 intensification intensification NN work_sgdejolmezfsfeseqbroy6peum 192 32 and and CC work_sgdejolmezfsfeseqbroy6peum 192 33 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 192 34 are be VBP work_sgdejolmezfsfeseqbroy6peum 192 35 always always RB work_sgdejolmezfsfeseqbroy6peum 192 36 intertwined intertwine VBN work_sgdejolmezfsfeseqbroy6peum 192 37 . . . work_sgdejolmezfsfeseqbroy6peum 193 1 Secondly secondly RB work_sgdejolmezfsfeseqbroy6peum 193 2 , , , work_sgdejolmezfsfeseqbroy6peum 193 3 unlike unlike IN work_sgdejolmezfsfeseqbroy6peum 193 4 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 193 5 which which WDT work_sgdejolmezfsfeseqbroy6peum 193 6 applies apply VBZ work_sgdejolmezfsfeseqbroy6peum 193 7 solely solely RB work_sgdejolmezfsfeseqbroy6peum 193 8 random random JJ work_sgdejolmezfsfeseqbroy6peum 193 9 moves move NNS work_sgdejolmezfsfeseqbroy6peum 193 10 to to TO work_sgdejolmezfsfeseqbroy6peum 193 11 perturb perturb VB work_sgdejolmezfsfeseqbroy6peum 193 12 the the DT work_sgdejolmezfsfeseqbroy6peum 193 13 current current JJ work_sgdejolmezfsfeseqbroy6peum 193 14 local local JJ work_sgdejolmezfsfeseqbroy6peum 193 15 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 193 16 , , , work_sgdejolmezfsfeseqbroy6peum 193 17 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 193 18 adaptively adaptively RB work_sgdejolmezfsfeseqbroy6peum 193 19 choses chose NNS work_sgdejolmezfsfeseqbroy6peum 193 20 between between IN work_sgdejolmezfsfeseqbroy6peum 193 21 two two CD work_sgdejolmezfsfeseqbroy6peum 193 22 types type NNS work_sgdejolmezfsfeseqbroy6peum 193 23 of of IN work_sgdejolmezfsfeseqbroy6peum 193 24 moves move NNS work_sgdejolmezfsfeseqbroy6peum 193 25 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 193 26 random random JJ work_sgdejolmezfsfeseqbroy6peum 193 27 and and CC work_sgdejolmezfsfeseqbroy6peum 193 28 directed directed JJ work_sgdejolmezfsfeseqbroy6peum 193 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 193 30 according accord VBG work_sgdejolmezfsfeseqbroy6peum 193 31 to to IN work_sgdejolmezfsfeseqbroy6peum 193 32 the the DT work_sgdejolmezfsfeseqbroy6peum 193 33 search search NN work_sgdejolmezfsfeseqbroy6peum 193 34 status status NN work_sgdejolmezfsfeseqbroy6peum 193 35 , , , work_sgdejolmezfsfeseqbroy6peum 193 36 leading lead VBG work_sgdejolmezfsfeseqbroy6peum 193 37 to to IN work_sgdejolmezfsfeseqbroy6peum 193 38 variable variable JJ work_sgdejolmezfsfeseqbroy6peum 193 39 levels level NNS work_sgdejolmezfsfeseqbroy6peum 193 40 of of IN work_sgdejolmezfsfeseqbroy6peum 193 41 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 193 42 . . . work_sgdejolmezfsfeseqbroy6peum 194 1 Finally finally RB work_sgdejolmezfsfeseqbroy6peum 194 2 , , , work_sgdejolmezfsfeseqbroy6peum 194 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 194 4 mention mention VBP work_sgdejolmezfsfeseqbroy6peum 194 5 the the DT work_sgdejolmezfsfeseqbroy6peum 194 6 approach approach NN work_sgdejolmezfsfeseqbroy6peum 194 7 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 194 8 by by IN work_sgdejolmezfsfeseqbroy6peum 194 9 Kelly Kelly NNP work_sgdejolmezfsfeseqbroy6peum 194 10 , , , work_sgdejolmezfsfeseqbroy6peum 194 11 Laguna Laguna NNP work_sgdejolmezfsfeseqbroy6peum 194 12 , , , work_sgdejolmezfsfeseqbroy6peum 194 13 & & CC work_sgdejolmezfsfeseqbroy6peum 194 14 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 194 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 194 16 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 194 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 194 18 . . . work_sgdejolmezfsfeseqbroy6peum 195 1 In in IN work_sgdejolmezfsfeseqbroy6peum 195 2 their -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 195 3 work work NN work_sgdejolmezfsfeseqbroy6peum 195 4 , , , work_sgdejolmezfsfeseqbroy6peum 195 5 the the DT work_sgdejolmezfsfeseqbroy6peum 195 6 authors author NNS work_sgdejolmezfsfeseqbroy6peum 195 7 present present VBP work_sgdejolmezfsfeseqbroy6peum 195 8 a a DT work_sgdejolmezfsfeseqbroy6peum 195 9 method method NN work_sgdejolmezfsfeseqbroy6peum 195 10 which which WDT work_sgdejolmezfsfeseqbroy6peum 195 11 also also RB work_sgdejolmezfsfeseqbroy6peum 195 12 starts start VBZ work_sgdejolmezfsfeseqbroy6peum 195 13 with with IN work_sgdejolmezfsfeseqbroy6peum 195 14 the the DT work_sgdejolmezfsfeseqbroy6peum 195 15 steepest steep JJS work_sgdejolmezfsfeseqbroy6peum 195 16 descent descent NN work_sgdejolmezfsfeseqbroy6peum 195 17 to to TO work_sgdejolmezfsfeseqbroy6peum 195 18 find find VB work_sgdejolmezfsfeseqbroy6peum 195 19 local local JJ work_sgdejolmezfsfeseqbroy6peum 195 20 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 195 21 , , , work_sgdejolmezfsfeseqbroy6peum 195 22 and and CC work_sgdejolmezfsfeseqbroy6peum 195 23 then then RB work_sgdejolmezfsfeseqbroy6peum 195 24 applies apply VBZ work_sgdejolmezfsfeseqbroy6peum 195 25 a a DT work_sgdejolmezfsfeseqbroy6peum 195 26 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 195 27 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 195 28 to to TO work_sgdejolmezfsfeseqbroy6peum 195 29 incrementally incrementally RB work_sgdejolmezfsfeseqbroy6peum 195 30 restrict restrict VB work_sgdejolmezfsfeseqbroy6peum 195 31 the the DT work_sgdejolmezfsfeseqbroy6peum 195 32 set set NN work_sgdejolmezfsfeseqbroy6peum 195 33 of of IN work_sgdejolmezfsfeseqbroy6peum 195 34 allowed allow VBN work_sgdejolmezfsfeseqbroy6peum 195 35 swap swap NN work_sgdejolmezfsfeseqbroy6peum 195 36 moves move NNS work_sgdejolmezfsfeseqbroy6peum 195 37 in in IN work_sgdejolmezfsfeseqbroy6peum 195 38 order order NN work_sgdejolmezfsfeseqbroy6peum 195 39 to to TO work_sgdejolmezfsfeseqbroy6peum 195 40 escape escape VB work_sgdejolmezfsfeseqbroy6peum 195 41 local local JJ work_sgdejolmezfsfeseqbroy6peum 195 42 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 195 43 . . . work_sgdejolmezfsfeseqbroy6peum 196 1 The the DT work_sgdejolmezfsfeseqbroy6peum 196 2 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 196 3 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 196 4 of of IN work_sgdejolmezfsfeseqbroy6peum 196 5 this this DT work_sgdejolmezfsfeseqbroy6peum 196 6 approach approach NN work_sgdejolmezfsfeseqbroy6peum 196 7 exploits exploit VBZ work_sgdejolmezfsfeseqbroy6peum 196 8 the the DT work_sgdejolmezfsfeseqbroy6peum 196 9 search search NN work_sgdejolmezfsfeseqbroy6peum 196 10 history history NN work_sgdejolmezfsfeseqbroy6peum 196 11 as as RB work_sgdejolmezfsfeseqbroy6peum 196 12 well well RB work_sgdejolmezfsfeseqbroy6peum 196 13 , , , work_sgdejolmezfsfeseqbroy6peum 196 14 but but CC work_sgdejolmezfsfeseqbroy6peum 196 15 unlike unlike IN work_sgdejolmezfsfeseqbroy6peum 196 16 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 196 17 , , , work_sgdejolmezfsfeseqbroy6peum 196 18 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 196 19 perturbations perturbation NNS work_sgdejolmezfsfeseqbroy6peum 196 20 in in IN work_sgdejolmezfsfeseqbroy6peum 196 21 a a DT work_sgdejolmezfsfeseqbroy6peum 196 22 purely purely RB work_sgdejolmezfsfeseqbroy6peum 196 23 deterministic deterministic JJ work_sgdejolmezfsfeseqbroy6peum 196 24 way way NN work_sgdejolmezfsfeseqbroy6peum 196 25 . . . work_sgdejolmezfsfeseqbroy6peum 197 1 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 197 2 consists consist VBZ work_sgdejolmezfsfeseqbroy6peum 197 3 of of IN work_sgdejolmezfsfeseqbroy6peum 197 4 imposing impose VBG work_sgdejolmezfsfeseqbroy6peum 197 5 a a DT work_sgdejolmezfsfeseqbroy6peum 197 6 “ " `` work_sgdejolmezfsfeseqbroy6peum 197 7 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 197 8 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 197 9 tenure tenure NN work_sgdejolmezfsfeseqbroy6peum 197 10 ” " '' work_sgdejolmezfsfeseqbroy6peum 197 11 to to IN work_sgdejolmezfsfeseqbroy6peum 197 12 moves move NNS work_sgdejolmezfsfeseqbroy6peum 197 13 performed perform VBN work_sgdejolmezfsfeseqbroy6peum 197 14 during during IN work_sgdejolmezfsfeseqbroy6peum 197 15 each each DT work_sgdejolmezfsfeseqbroy6peum 197 16 descent descent NN work_sgdejolmezfsfeseqbroy6peum 197 17 of of IN work_sgdejolmezfsfeseqbroy6peum 197 18 local local JJ work_sgdejolmezfsfeseqbroy6peum 197 19 search search NN work_sgdejolmezfsfeseqbroy6peum 197 20 , , , work_sgdejolmezfsfeseqbroy6peum 197 21 and and CC work_sgdejolmezfsfeseqbroy6peum 197 22 applying apply VBG work_sgdejolmezfsfeseqbroy6peum 197 23 the the DT work_sgdejolmezfsfeseqbroy6peum 197 24 best good JJS work_sgdejolmezfsfeseqbroy6peum 197 25 move move NN work_sgdejolmezfsfeseqbroy6peum 197 26 among among IN work_sgdejolmezfsfeseqbroy6peum 197 27 the the DT work_sgdejolmezfsfeseqbroy6peum 197 28 non non JJ work_sgdejolmezfsfeseqbroy6peum 197 29 prohibited prohibited JJ work_sgdejolmezfsfeseqbroy6peum 197 30 ones one NNS work_sgdejolmezfsfeseqbroy6peum 197 31 to to TO work_sgdejolmezfsfeseqbroy6peum 197 32 perturb perturb VB work_sgdejolmezfsfeseqbroy6peum 197 33 a a DT work_sgdejolmezfsfeseqbroy6peum 197 34 local local JJ work_sgdejolmezfsfeseqbroy6peum 197 35 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 197 36 . . . work_sgdejolmezfsfeseqbroy6peum 198 1 4 4 LS work_sgdejolmezfsfeseqbroy6peum 198 2 . . . work_sgdejolmezfsfeseqbroy6peum 199 1 Experimental experimental JJ work_sgdejolmezfsfeseqbroy6peum 199 2 evaluation evaluation NN work_sgdejolmezfsfeseqbroy6peum 199 3 4.1 4.1 CD work_sgdejolmezfsfeseqbroy6peum 199 4 . . . work_sgdejolmezfsfeseqbroy6peum 200 1 Benchmark benchmark JJ work_sgdejolmezfsfeseqbroy6peum 200 2 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 200 3 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 200 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 200 5 worthy worthy JJ work_sgdejolmezfsfeseqbroy6peum 200 6 to to TO work_sgdejolmezfsfeseqbroy6peum 200 7 recall recall VB work_sgdejolmezfsfeseqbroy6peum 200 8 that that IN work_sgdejolmezfsfeseqbroy6peum 200 9 given give VBN work_sgdejolmezfsfeseqbroy6peum 200 10 the the DT work_sgdejolmezfsfeseqbroy6peum 200 11 very very JJ work_sgdejolmezfsfeseqbroy6peum 200 12 nature nature NN work_sgdejolmezfsfeseqbroy6peum 200 13 of of IN work_sgdejolmezfsfeseqbroy6peum 200 14 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 200 15 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 200 16 , , , work_sgdejolmezfsfeseqbroy6peum 200 17 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 200 18 is be VBZ work_sgdejolmezfsfeseqbroy6peum 200 19 a a DT work_sgdejolmezfsfeseqbroy6peum 200 20 common common JJ work_sgdejolmezfsfeseqbroy6peum 200 21 practice practice NN work_sgdejolmezfsfeseqbroy6peum 200 22 to to TO work_sgdejolmezfsfeseqbroy6peum 200 23 evaluate evaluate VB work_sgdejolmezfsfeseqbroy6peum 200 24 the the DT work_sgdejolmezfsfeseqbroy6peum 200 25 performance performance NN work_sgdejolmezfsfeseqbroy6peum 200 26 of of IN work_sgdejolmezfsfeseqbroy6peum 200 27 a a DT work_sgdejolmezfsfeseqbroy6peum 200 28 new new JJ work_sgdejolmezfsfeseqbroy6peum 200 29 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 200 30 by by IN work_sgdejolmezfsfeseqbroy6peum 200 31 testing test VBG work_sgdejolmezfsfeseqbroy6peum 200 32 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 200 33 on on IN work_sgdejolmezfsfeseqbroy6peum 200 34 well well RB work_sgdejolmezfsfeseqbroy6peum 200 35 - - HYPH work_sgdejolmezfsfeseqbroy6peum 200 36 established establish VBN work_sgdejolmezfsfeseqbroy6peum 200 37 benchmark benchmark JJ work_sgdejolmezfsfeseqbroy6peum 200 38 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 200 39 of of IN work_sgdejolmezfsfeseqbroy6peum 200 40 the the DT work_sgdejolmezfsfeseqbroy6peum 200 41 problem problem NN work_sgdejolmezfsfeseqbroy6peum 200 42 and and CC work_sgdejolmezfsfeseqbroy6peum 200 43 comparing compare VBG work_sgdejolmezfsfeseqbroy6peum 200 44 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 200 45 results result NNS work_sgdejolmezfsfeseqbroy6peum 200 46 11 11 CD work_sgdejolmezfsfeseqbroy6peum 200 47 Table table NN work_sgdejolmezfsfeseqbroy6peum 200 48 1 1 CD work_sgdejolmezfsfeseqbroy6peum 200 49 : : : work_sgdejolmezfsfeseqbroy6peum 200 50 Settings setting NNS work_sgdejolmezfsfeseqbroy6peum 200 51 of of IN work_sgdejolmezfsfeseqbroy6peum 200 52 important important JJ work_sgdejolmezfsfeseqbroy6peum 200 53 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 200 54 . . . work_sgdejolmezfsfeseqbroy6peum 201 1 Para Para NNP work_sgdejolmezfsfeseqbroy6peum 201 2 . . . work_sgdejolmezfsfeseqbroy6peum 202 1 Description Description NNP work_sgdejolmezfsfeseqbroy6peum 202 2 Value Value NNP work_sgdejolmezfsfeseqbroy6peum 202 3 |P |p CD work_sgdejolmezfsfeseqbroy6peum 202 4 | | NNP work_sgdejolmezfsfeseqbroy6peum 202 5 Population Population NNP work_sgdejolmezfsfeseqbroy6peum 202 6 size size NN work_sgdejolmezfsfeseqbroy6peum 202 7 15 15 CD work_sgdejolmezfsfeseqbroy6peum 202 8 ts ts NN work_sgdejolmezfsfeseqbroy6peum 202 9 number number NN work_sgdejolmezfsfeseqbroy6peum 202 10 of of IN work_sgdejolmezfsfeseqbroy6peum 202 11 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 202 12 for for IN work_sgdejolmezfsfeseqbroy6peum 202 13 short short JJ work_sgdejolmezfsfeseqbroy6peum 202 14 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 202 15 run run VBP work_sgdejolmezfsfeseqbroy6peum 202 16 5000 5000 CD work_sgdejolmezfsfeseqbroy6peum 202 17 tl tl IN work_sgdejolmezfsfeseqbroy6peum 202 18 number number NN work_sgdejolmezfsfeseqbroy6peum 202 19 of of IN work_sgdejolmezfsfeseqbroy6peum 202 20 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 202 21 for for IN work_sgdejolmezfsfeseqbroy6peum 202 22 long long JJ work_sgdejolmezfsfeseqbroy6peum 202 23 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 202 24 run run VB work_sgdejolmezfsfeseqbroy6peum 202 25 10000 10000 CD work_sgdejolmezfsfeseqbroy6peum 202 26 µmin µmin NNP work_sgdejolmezfsfeseqbroy6peum 202 27 minimal minimal JJ work_sgdejolmezfsfeseqbroy6peum 202 28 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 202 29 degree degree NN work_sgdejolmezfsfeseqbroy6peum 202 30 0.5n 0.5n CD work_sgdejolmezfsfeseqbroy6peum 202 31 m m NNP work_sgdejolmezfsfeseqbroy6peum 202 32 increment increment NN work_sgdejolmezfsfeseqbroy6peum 202 33 of of IN work_sgdejolmezfsfeseqbroy6peum 202 34 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 202 35 degree degree NN work_sgdejolmezfsfeseqbroy6peum 202 36 0.1n 0.1n CD work_sgdejolmezfsfeseqbroy6peum 202 37 λ λ NNP work_sgdejolmezfsfeseqbroy6peum 202 38 the the DT work_sgdejolmezfsfeseqbroy6peum 202 39 size size NN work_sgdejolmezfsfeseqbroy6peum 202 40 of of IN work_sgdejolmezfsfeseqbroy6peum 202 41 the the DT work_sgdejolmezfsfeseqbroy6peum 202 42 tournament tournament NN work_sgdejolmezfsfeseqbroy6peum 202 43 pool pool NN work_sgdejolmezfsfeseqbroy6peum 202 44 4 4 CD work_sgdejolmezfsfeseqbroy6peum 202 45 ν ν NN work_sgdejolmezfsfeseqbroy6peum 202 46 number number NN work_sgdejolmezfsfeseqbroy6peum 202 47 of of IN work_sgdejolmezfsfeseqbroy6peum 202 48 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 202 49 without without IN work_sgdejolmezfsfeseqbroy6peum 202 50 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 202 51 before before IN work_sgdejolmezfsfeseqbroy6peum 202 52 mu- mu- NNP work_sgdejolmezfsfeseqbroy6peum 202 53 tation tation NN work_sgdejolmezfsfeseqbroy6peum 202 54 |P |p CD work_sgdejolmezfsfeseqbroy6peum 202 55 | | NNP work_sgdejolmezfsfeseqbroy6peum 202 56 L0 L0 NNP work_sgdejolmezfsfeseqbroy6peum 202 57 initial initial JJ work_sgdejolmezfsfeseqbroy6peum 202 58 jump jump NN work_sgdejolmezfsfeseqbroy6peum 202 59 magnitude magnitude NN work_sgdejolmezfsfeseqbroy6peum 202 60 of of IN work_sgdejolmezfsfeseqbroy6peum 202 61 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 202 62 0.05n 0.05n CD work_sgdejolmezfsfeseqbroy6peum 202 63 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 202 64 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 202 65 I I NNP work_sgdejolmezfsfeseqbroy6peum 202 66 & & CC work_sgdejolmezfsfeseqbroy6peum 202 67 II II NNP work_sgdejolmezfsfeseqbroy6peum 202 68 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 202 69 , , , work_sgdejolmezfsfeseqbroy6peum 202 70 0.15n 0.15n CD work_sgdejolmezfsfeseqbroy6peum 202 71 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 202 72 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 202 73 III III NNP work_sgdejolmezfsfeseqbroy6peum 202 74 & & CC work_sgdejolmezfsfeseqbroy6peum 202 75 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 202 76 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 202 77 γ γ NNP work_sgdejolmezfsfeseqbroy6peum 202 78 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 202 79 tenure tenure NN work_sgdejolmezfsfeseqbroy6peum 202 80 for for IN work_sgdejolmezfsfeseqbroy6peum 202 81 directed directed JJ work_sgdejolmezfsfeseqbroy6peum 202 82 perturb perturb NNS work_sgdejolmezfsfeseqbroy6peum 202 83 . . . work_sgdejolmezfsfeseqbroy6peum 203 1 with with IN work_sgdejolmezfsfeseqbroy6peum 203 2 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 203 3 random[0.9n random[0.9n CD work_sgdejolmezfsfeseqbroy6peum 203 4 , , , work_sgdejolmezfsfeseqbroy6peum 203 5 1.1n 1.1n LS work_sgdejolmezfsfeseqbroy6peum 203 6 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 203 7 Q q JJ work_sgdejolmezfsfeseqbroy6peum 203 8 smallest small JJS work_sgdejolmezfsfeseqbroy6peum 203 9 probability probability NN work_sgdejolmezfsfeseqbroy6peum 203 10 for for IN work_sgdejolmezfsfeseqbroy6peum 203 11 applying apply VBG work_sgdejolmezfsfeseqbroy6peum 203 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 203 13 directed direct VBN work_sgdejolmezfsfeseqbroy6peum 203 14 perturba- perturba- NN work_sgdejolmezfsfeseqbroy6peum 203 15 tion tion NN work_sgdejolmezfsfeseqbroy6peum 203 16 0.75 0.75 CD work_sgdejolmezfsfeseqbroy6peum 203 17 with with IN work_sgdejolmezfsfeseqbroy6peum 203 18 those those DT work_sgdejolmezfsfeseqbroy6peum 203 19 of of IN work_sgdejolmezfsfeseqbroy6peum 203 20 the the DT work_sgdejolmezfsfeseqbroy6peum 203 21 state state NN work_sgdejolmezfsfeseqbroy6peum 203 22 - - HYPH work_sgdejolmezfsfeseqbroy6peum 203 23 of of IN work_sgdejolmezfsfeseqbroy6peum 203 24 - - HYPH work_sgdejolmezfsfeseqbroy6peum 203 25 art art NN work_sgdejolmezfsfeseqbroy6peum 203 26 methods method NNS work_sgdejolmezfsfeseqbroy6peum 203 27 . . . work_sgdejolmezfsfeseqbroy6peum 204 1 In in IN work_sgdejolmezfsfeseqbroy6peum 204 2 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 204 3 case case NN work_sgdejolmezfsfeseqbroy6peum 204 4 , , , work_sgdejolmezfsfeseqbroy6peum 204 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 204 6 evaluate evaluate VBP work_sgdejolmezfsfeseqbroy6peum 204 7 the the DT work_sgdejolmezfsfeseqbroy6peum 204 8 performance performance NN work_sgdejolmezfsfeseqbroy6peum 204 9 of of IN work_sgdejolmezfsfeseqbroy6peum 204 10 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 204 11 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 204 12 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 204 13 on on IN work_sgdejolmezfsfeseqbroy6peum 204 14 the the DT work_sgdejolmezfsfeseqbroy6peum 204 15 set set NN work_sgdejolmezfsfeseqbroy6peum 204 16 of of IN work_sgdejolmezfsfeseqbroy6peum 204 17 135 135 CD work_sgdejolmezfsfeseqbroy6peum 204 18 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 204 19 from from IN work_sgdejolmezfsfeseqbroy6peum 204 20 the the DT work_sgdejolmezfsfeseqbroy6peum 204 21 QAPLIB1 QAPLIB1 NNPS work_sgdejolmezfsfeseqbroy6peum 204 22 , , , work_sgdejolmezfsfeseqbroy6peum 204 23 whose whose WP$ work_sgdejolmezfsfeseqbroy6peum 204 24 size size NN work_sgdejolmezfsfeseqbroy6peum 204 25 n n CC work_sgdejolmezfsfeseqbroy6peum 204 26 varies vary VBZ work_sgdejolmezfsfeseqbroy6peum 204 27 from from IN work_sgdejolmezfsfeseqbroy6peum 204 28 12 12 CD work_sgdejolmezfsfeseqbroy6peum 204 29 to to IN work_sgdejolmezfsfeseqbroy6peum 204 30 150 150 CD work_sgdejolmezfsfeseqbroy6peum 204 31 and and CC work_sgdejolmezfsfeseqbroy6peum 204 32 is be VBZ work_sgdejolmezfsfeseqbroy6peum 204 33 indicated indicate VBN work_sgdejolmezfsfeseqbroy6peum 204 34 in in IN work_sgdejolmezfsfeseqbroy6peum 204 35 the the DT work_sgdejolmezfsfeseqbroy6peum 204 36 instance instance NN work_sgdejolmezfsfeseqbroy6peum 204 37 name name NN work_sgdejolmezfsfeseqbroy6peum 204 38 . . . work_sgdejolmezfsfeseqbroy6peum 205 1 These these DT work_sgdejolmezfsfeseqbroy6peum 205 2 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 205 3 are be VBP work_sgdejolmezfsfeseqbroy6peum 205 4 very very RB work_sgdejolmezfsfeseqbroy6peum 205 5 popular popular JJ work_sgdejolmezfsfeseqbroy6peum 205 6 and and CC work_sgdejolmezfsfeseqbroy6peum 205 7 largely largely RB work_sgdejolmezfsfeseqbroy6peum 205 8 used use VBN work_sgdejolmezfsfeseqbroy6peum 205 9 in in IN work_sgdejolmezfsfeseqbroy6peum 205 10 the the DT work_sgdejolmezfsfeseqbroy6peum 205 11 literature literature NN work_sgdejolmezfsfeseqbroy6peum 205 12 . . . work_sgdejolmezfsfeseqbroy6peum 206 1 They -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 206 2 are be VBP work_sgdejolmezfsfeseqbroy6peum 206 3 typically typically RB work_sgdejolmezfsfeseqbroy6peum 206 4 classified classify VBN work_sgdejolmezfsfeseqbroy6peum 206 5 into into IN work_sgdejolmezfsfeseqbroy6peum 206 6 four four CD work_sgdejolmezfsfeseqbroy6peum 206 7 types type NNS work_sgdejolmezfsfeseqbroy6peum 206 8 covering cover VBG work_sgdejolmezfsfeseqbroy6peum 206 9 various various JJ work_sgdejolmezfsfeseqbroy6peum 206 10 real real JJ work_sgdejolmezfsfeseqbroy6peum 206 11 applications application NNS work_sgdejolmezfsfeseqbroy6peum 206 12 and and CC work_sgdejolmezfsfeseqbroy6peum 206 13 random random JJ work_sgdejolmezfsfeseqbroy6peum 206 14 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 206 15 : : : work_sgdejolmezfsfeseqbroy6peum 206 16 Type type VB work_sgdejolmezfsfeseqbroy6peum 206 17 I. i. NN work_sgdejolmezfsfeseqbroy6peum 207 1 Real real JJ work_sgdejolmezfsfeseqbroy6peum 207 2 - - HYPH work_sgdejolmezfsfeseqbroy6peum 207 3 life life NN work_sgdejolmezfsfeseqbroy6peum 207 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 207 5 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 207 6 from from IN work_sgdejolmezfsfeseqbroy6peum 207 7 practical practical JJ work_sgdejolmezfsfeseqbroy6peum 207 8 applications application NNS work_sgdejolmezfsfeseqbroy6peum 207 9 of of IN work_sgdejolmezfsfeseqbroy6peum 207 10 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 207 11 ; ; : work_sgdejolmezfsfeseqbroy6peum 207 12 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 207 13 II II NNP work_sgdejolmezfsfeseqbroy6peum 207 14 . . . work_sgdejolmezfsfeseqbroy6peum 208 1 Unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 208 2 , , , work_sgdejolmezfsfeseqbroy6peum 208 3 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 208 4 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 208 5 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 208 6 for for IN work_sgdejolmezfsfeseqbroy6peum 208 7 which which WDT work_sgdejolmezfsfeseqbroy6peum 208 8 the the DT work_sgdejolmezfsfeseqbroy6peum 208 9 distance distance NN work_sgdejolmezfsfeseqbroy6peum 208 10 and and CC work_sgdejolmezfsfeseqbroy6peum 208 11 flow flow NN work_sgdejolmezfsfeseqbroy6peum 208 12 matrices matrix NNS work_sgdejolmezfsfeseqbroy6peum 208 13 are be VBP work_sgdejolmezfsfeseqbroy6peum 208 14 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 208 15 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 208 16 based base VBN work_sgdejolmezfsfeseqbroy6peum 208 17 on on IN work_sgdejolmezfsfeseqbroy6peum 208 18 a a DT work_sgdejolmezfsfeseqbroy6peum 208 19 uniform uniform NN work_sgdejolmezfsfeseqbroy6peum 208 20 dis- dis- IN work_sgdejolmezfsfeseqbroy6peum 208 21 tribution tribution NN work_sgdejolmezfsfeseqbroy6peum 208 22 ; ; : work_sgdejolmezfsfeseqbroy6peum 208 23 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 208 24 III III NNP work_sgdejolmezfsfeseqbroy6peum 208 25 . . . work_sgdejolmezfsfeseqbroy6peum 209 1 Randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 209 2 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 209 3 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 209 4 with with IN work_sgdejolmezfsfeseqbroy6peum 209 5 structure structure NN work_sgdejolmezfsfeseqbroy6peum 209 6 that that WDT work_sgdejolmezfsfeseqbroy6peum 209 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 209 8 similar similar JJ work_sgdejolmezfsfeseqbroy6peum 209 9 to to IN work_sgdejolmezfsfeseqbroy6peum 209 10 that that DT work_sgdejolmezfsfeseqbroy6peum 209 11 of of IN work_sgdejolmezfsfeseqbroy6peum 209 12 real real JJ work_sgdejolmezfsfeseqbroy6peum 209 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 209 14 life life NN work_sgdejolmezfsfeseqbroy6peum 209 15 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 209 16 ; ; : work_sgdejolmezfsfeseqbroy6peum 209 17 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 209 18 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 209 19 . . . work_sgdejolmezfsfeseqbroy6peum 210 1 Instances instance NNS work_sgdejolmezfsfeseqbroy6peum 210 2 in in IN work_sgdejolmezfsfeseqbroy6peum 210 3 which which WDT work_sgdejolmezfsfeseqbroy6peum 210 4 distances distance NNS work_sgdejolmezfsfeseqbroy6peum 210 5 are be VBP work_sgdejolmezfsfeseqbroy6peum 210 6 based base VBN work_sgdejolmezfsfeseqbroy6peum 210 7 on on IN work_sgdejolmezfsfeseqbroy6peum 210 8 the the DT work_sgdejolmezfsfeseqbroy6peum 210 9 Manhattan Manhattan NNP work_sgdejolmezfsfeseqbroy6peum 210 10 distance distance NN work_sgdejolmezfsfeseqbroy6peum 210 11 on on IN work_sgdejolmezfsfeseqbroy6peum 210 12 a a DT work_sgdejolmezfsfeseqbroy6peum 210 13 grid grid NN work_sgdejolmezfsfeseqbroy6peum 210 14 . . . work_sgdejolmezfsfeseqbroy6peum 211 1 Among among IN work_sgdejolmezfsfeseqbroy6peum 211 2 the the DT work_sgdejolmezfsfeseqbroy6peum 211 3 135 135 CD work_sgdejolmezfsfeseqbroy6peum 211 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 211 5 from from IN work_sgdejolmezfsfeseqbroy6peum 211 6 the the DT work_sgdejolmezfsfeseqbroy6peum 211 7 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 211 8 , , , work_sgdejolmezfsfeseqbroy6peum 211 9 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 211 10 focus focus VBP work_sgdejolmezfsfeseqbroy6peum 211 11 on on IN work_sgdejolmezfsfeseqbroy6peum 211 12 the the DT work_sgdejolmezfsfeseqbroy6peum 211 13 set set NN work_sgdejolmezfsfeseqbroy6peum 211 14 of of IN work_sgdejolmezfsfeseqbroy6peum 211 15 21 21 CD work_sgdejolmezfsfeseqbroy6peum 211 16 selected select VBN work_sgdejolmezfsfeseqbroy6peum 211 17 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 211 18 . . . work_sgdejolmezfsfeseqbroy6peum 212 1 The the DT work_sgdejolmezfsfeseqbroy6peum 212 2 remaining remain VBG work_sgdejolmezfsfeseqbroy6peum 212 3 114 114 CD work_sgdejolmezfsfeseqbroy6peum 212 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 212 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 212 6 including include VBG work_sgdejolmezfsfeseqbroy6peum 212 7 all all PDT work_sgdejolmezfsfeseqbroy6peum 212 8 the the DT work_sgdejolmezfsfeseqbroy6peum 212 9 real real JJ work_sgdejolmezfsfeseqbroy6peum 212 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 212 11 life life NN work_sgdejolmezfsfeseqbroy6peum 212 12 instance instance NN work_sgdejolmezfsfeseqbroy6peum 212 13 of of IN work_sgdejolmezfsfeseqbroy6peum 212 14 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 212 15 I I NNP work_sgdejolmezfsfeseqbroy6peum 212 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 212 17 are be VBP work_sgdejolmezfsfeseqbroy6peum 212 18 omitted omit VBN work_sgdejolmezfsfeseqbroy6peum 212 19 from from IN work_sgdejolmezfsfeseqbroy6peum 212 20 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 212 21 experimental experimental JJ work_sgdejolmezfsfeseqbroy6peum 212 22 comparisons comparison NNS work_sgdejolmezfsfeseqbroy6peum 212 23 since since IN work_sgdejolmezfsfeseqbroy6peum 212 24 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 212 25 and and CC work_sgdejolmezfsfeseqbroy6peum 212 26 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 212 27 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 212 28 and and CC work_sgdejolmezfsfeseqbroy6peum 212 29 many many JJ work_sgdejolmezfsfeseqbroy6peum 212 30 other other JJ work_sgdejolmezfsfeseqbroy6peum 212 31 state state NN work_sgdejolmezfsfeseqbroy6peum 212 32 - - HYPH work_sgdejolmezfsfeseqbroy6peum 212 33 of of IN work_sgdejolmezfsfeseqbroy6peum 212 34 - - HYPH work_sgdejolmezfsfeseqbroy6peum 212 35 art art NN work_sgdejolmezfsfeseqbroy6peum 212 36 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 212 37 methods method NNS work_sgdejolmezfsfeseqbroy6peum 212 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 212 39 can can MD work_sgdejolmezfsfeseqbroy6peum 212 40 solve solve VB work_sgdejolmezfsfeseqbroy6peum 212 41 them -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 212 42 to to IN work_sgdejolmezfsfeseqbroy6peum 212 43 optimality optimality NN work_sgdejolmezfsfeseqbroy6peum 212 44 in in IN work_sgdejolmezfsfeseqbroy6peum 212 45 every every DT work_sgdejolmezfsfeseqbroy6peum 212 46 single single JJ work_sgdejolmezfsfeseqbroy6peum 212 47 trial trial NN work_sgdejolmezfsfeseqbroy6peum 212 48 within within IN work_sgdejolmezfsfeseqbroy6peum 212 49 a a DT work_sgdejolmezfsfeseqbroy6peum 212 50 very very RB work_sgdejolmezfsfeseqbroy6peum 212 51 short short JJ work_sgdejolmezfsfeseqbroy6peum 212 52 computation computation NN work_sgdejolmezfsfeseqbroy6peum 212 53 time time NN work_sgdejolmezfsfeseqbroy6peum 212 54 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 212 55 often often RB work_sgdejolmezfsfeseqbroy6peum 212 56 less less JJR work_sgdejolmezfsfeseqbroy6peum 212 57 than than IN work_sgdejolmezfsfeseqbroy6peum 212 58 a a DT work_sgdejolmezfsfeseqbroy6peum 212 59 second second JJ work_sgdejolmezfsfeseqbroy6peum 212 60 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 212 61 . . . work_sgdejolmezfsfeseqbroy6peum 213 1 However however RB work_sgdejolmezfsfeseqbroy6peum 213 2 , , , work_sgdejolmezfsfeseqbroy6peum 213 3 to to TO work_sgdejolmezfsfeseqbroy6peum 213 4 be be VB work_sgdejolmezfsfeseqbroy6peum 213 5 exhaustive exhaustive JJ work_sgdejolmezfsfeseqbroy6peum 213 6 , , , work_sgdejolmezfsfeseqbroy6peum 213 7 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 213 8 include include VBP work_sgdejolmezfsfeseqbroy6peum 213 9 the the DT work_sgdejolmezfsfeseqbroy6peum 213 10 results result NNS work_sgdejolmezfsfeseqbroy6peum 213 11 of of IN work_sgdejolmezfsfeseqbroy6peum 213 12 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 213 13 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 213 14 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 213 15 for for IN work_sgdejolmezfsfeseqbroy6peum 213 16 these these DT work_sgdejolmezfsfeseqbroy6peum 213 17 114 114 CD work_sgdejolmezfsfeseqbroy6peum 213 18 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 213 19 in in IN work_sgdejolmezfsfeseqbroy6peum 213 20 the the DT work_sgdejolmezfsfeseqbroy6peum 213 21 Appendix Appendix NNP work_sgdejolmezfsfeseqbroy6peum 213 22 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 213 23 Table table NN work_sgdejolmezfsfeseqbroy6peum 213 24 8) 8) CD work_sgdejolmezfsfeseqbroy6peum 213 25 . . . work_sgdejolmezfsfeseqbroy6peum 214 1 4.2 4.2 CD work_sgdejolmezfsfeseqbroy6peum 214 2 . . . work_sgdejolmezfsfeseqbroy6peum 215 1 Experimental Experimental NNP work_sgdejolmezfsfeseqbroy6peum 215 2 protocol protocol NN work_sgdejolmezfsfeseqbroy6peum 215 3 The the DT work_sgdejolmezfsfeseqbroy6peum 215 4 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 215 5 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 215 6 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 215 7 BMA2 BMA2 NNP work_sgdejolmezfsfeseqbroy6peum 215 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 215 9 programmed program VBN work_sgdejolmezfsfeseqbroy6peum 215 10 in in IN work_sgdejolmezfsfeseqbroy6peum 215 11 C++ C++ NNP work_sgdejolmezfsfeseqbroy6peum 215 12 , , , work_sgdejolmezfsfeseqbroy6peum 215 13 and and CC work_sgdejolmezfsfeseqbroy6peum 215 14 com- com- NN work_sgdejolmezfsfeseqbroy6peum 215 15 piled pile VBD work_sgdejolmezfsfeseqbroy6peum 215 16 with with IN work_sgdejolmezfsfeseqbroy6peum 215 17 GNU GNU NNP work_sgdejolmezfsfeseqbroy6peum 215 18 g++ g++ NNP work_sgdejolmezfsfeseqbroy6peum 215 19 on on IN work_sgdejolmezfsfeseqbroy6peum 215 20 a a DT work_sgdejolmezfsfeseqbroy6peum 215 21 Xeon Xeon NNP work_sgdejolmezfsfeseqbroy6peum 215 22 E5440 E5440 NNP work_sgdejolmezfsfeseqbroy6peum 215 23 with with IN work_sgdejolmezfsfeseqbroy6peum 215 24 2.83GHz 2.83ghz CD work_sgdejolmezfsfeseqbroy6peum 215 25 and and CC work_sgdejolmezfsfeseqbroy6peum 215 26 2 2 CD work_sgdejolmezfsfeseqbroy6peum 215 27 GB GB NNP work_sgdejolmezfsfeseqbroy6peum 215 28 . . . work_sgdejolmezfsfeseqbroy6peum 216 1 Like like IN work_sgdejolmezfsfeseqbroy6peum 216 2 other other JJ work_sgdejolmezfsfeseqbroy6peum 216 3 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 216 4 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 216 5 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 216 6 , , , work_sgdejolmezfsfeseqbroy6peum 216 7 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 216 8 requires require VBZ work_sgdejolmezfsfeseqbroy6peum 216 9 a a DT work_sgdejolmezfsfeseqbroy6peum 216 10 number number NN work_sgdejolmezfsfeseqbroy6peum 216 11 of of IN work_sgdejolmezfsfeseqbroy6peum 216 12 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 216 13 to to TO work_sgdejolmezfsfeseqbroy6peum 216 14 be be VB work_sgdejolmezfsfeseqbroy6peum 216 15 tuned tune VBN work_sgdejolmezfsfeseqbroy6peum 216 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 216 17 see see VB work_sgdejolmezfsfeseqbroy6peum 216 18 1urlhttp://www.seas.upenn.edu/qaplib/inst.html 1urlhttp://www.seas.upenn.edu/qaplib/inst.html CD work_sgdejolmezfsfeseqbroy6peum 216 19 2The 2the CD work_sgdejolmezfsfeseqbroy6peum 216 20 code code NN work_sgdejolmezfsfeseqbroy6peum 216 21 of of IN work_sgdejolmezfsfeseqbroy6peum 216 22 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 216 23 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 216 24 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 216 25 , , , work_sgdejolmezfsfeseqbroy6peum 216 26 used use VBN work_sgdejolmezfsfeseqbroy6peum 216 27 to to TO work_sgdejolmezfsfeseqbroy6peum 216 28 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 216 29 the the DT work_sgdejolmezfsfeseqbroy6peum 216 30 reported report VBN work_sgdejolmezfsfeseqbroy6peum 216 31 results result NNS work_sgdejolmezfsfeseqbroy6peum 216 32 , , , work_sgdejolmezfsfeseqbroy6peum 216 33 will will MD work_sgdejolmezfsfeseqbroy6peum 216 34 be be VB work_sgdejolmezfsfeseqbroy6peum 216 35 made make VBN work_sgdejolmezfsfeseqbroy6peum 216 36 available available JJ work_sgdejolmezfsfeseqbroy6peum 216 37 online online RB work_sgdejolmezfsfeseqbroy6peum 216 38 at at IN work_sgdejolmezfsfeseqbroy6peum 216 39 http://www.info.univ-angers.fr/pub/hao/BMA.html http://www.info.univ-angers.fr/pub/hao/bma.html ADD work_sgdejolmezfsfeseqbroy6peum 216 40 12 12 CD work_sgdejolmezfsfeseqbroy6peum 216 41 Table table NN work_sgdejolmezfsfeseqbroy6peum 216 42 1 1 CD work_sgdejolmezfsfeseqbroy6peum 216 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 216 44 , , , work_sgdejolmezfsfeseqbroy6peum 216 45 most most JJS work_sgdejolmezfsfeseqbroy6peum 216 46 of of IN work_sgdejolmezfsfeseqbroy6peum 216 47 which which WDT work_sgdejolmezfsfeseqbroy6peum 216 48 are be VBP work_sgdejolmezfsfeseqbroy6peum 216 49 related relate VBN work_sgdejolmezfsfeseqbroy6peum 216 50 to to IN work_sgdejolmezfsfeseqbroy6peum 216 51 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 216 52 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 216 53 local local JJ work_sgdejolmezfsfeseqbroy6peum 216 54 optimizer optimizer NN work_sgdejolmezfsfeseqbroy6peum 216 55 and and CC work_sgdejolmezfsfeseqbroy6peum 216 56 adopt adopt VB work_sgdejolmezfsfeseqbroy6peum 216 57 the the DT work_sgdejolmezfsfeseqbroy6peum 216 58 values value NNS work_sgdejolmezfsfeseqbroy6peum 216 59 used use VBN work_sgdejolmezfsfeseqbroy6peum 216 60 in in IN work_sgdejolmezfsfeseqbroy6peum 216 61 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 216 62 & & CC work_sgdejolmezfsfeseqbroy6peum 216 63 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 216 64 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 216 65 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 216 66 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 216 67 . . . work_sgdejolmezfsfeseqbroy6peum 217 1 According accord VBG work_sgdejolmezfsfeseqbroy6peum 217 2 to to IN work_sgdejolmezfsfeseqbroy6peum 217 3 the the DT work_sgdejolmezfsfeseqbroy6peum 217 4 parameter parameter NN work_sgdejolmezfsfeseqbroy6peum 217 5 analyses analyse VBZ work_sgdejolmezfsfeseqbroy6peum 217 6 per- per- NN work_sgdejolmezfsfeseqbroy6peum 217 7 formed form VBN work_sgdejolmezfsfeseqbroy6peum 217 8 in in IN work_sgdejolmezfsfeseqbroy6peum 217 9 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 217 10 & & CC work_sgdejolmezfsfeseqbroy6peum 217 11 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 217 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 217 13 2013b 2013b CD work_sgdejolmezfsfeseqbroy6peum 217 14 , , , work_sgdejolmezfsfeseqbroy6peum 217 15 c c NNP work_sgdejolmezfsfeseqbroy6peum 217 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 217 17 , , , work_sgdejolmezfsfeseqbroy6peum 217 18 the the DT work_sgdejolmezfsfeseqbroy6peum 217 19 most most RBS work_sgdejolmezfsfeseqbroy6peum 217 20 relevant relevant JJ work_sgdejolmezfsfeseqbroy6peum 217 21 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 217 22 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 217 23 are be VBP work_sgdejolmezfsfeseqbroy6peum 217 24 the the DT work_sgdejolmezfsfeseqbroy6peum 217 25 initial initial JJ work_sgdejolmezfsfeseqbroy6peum 217 26 jump jump NN work_sgdejolmezfsfeseqbroy6peum 217 27 magnitude magnitude NN work_sgdejolmezfsfeseqbroy6peum 217 28 L0 L0 NNP work_sgdejolmezfsfeseqbroy6peum 217 29 and and CC work_sgdejolmezfsfeseqbroy6peum 217 30 the the DT work_sgdejolmezfsfeseqbroy6peum 217 31 smallest small JJS work_sgdejolmezfsfeseqbroy6peum 217 32 probability probability NN work_sgdejolmezfsfeseqbroy6peum 217 33 for for IN work_sgdejolmezfsfeseqbroy6peum 217 34 applying apply VBG work_sgdejolmezfsfeseqbroy6peum 217 35 directed direct VBN work_sgdejolmezfsfeseqbroy6peum 217 36 over over IN work_sgdejolmezfsfeseqbroy6peum 217 37 random random JJ work_sgdejolmezfsfeseqbroy6peum 217 38 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 217 39 Q. q. NN work_sgdejolmezfsfeseqbroy6peum 218 1 Moreover moreover RB work_sgdejolmezfsfeseqbroy6peum 218 2 , , , work_sgdejolmezfsfeseqbroy6peum 218 3 as as IN work_sgdejolmezfsfeseqbroy6peum 218 4 discussed discuss VBN work_sgdejolmezfsfeseqbroy6peum 218 5 in in IN work_sgdejolmezfsfeseqbroy6peum 218 6 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 218 7 & & CC work_sgdejolmezfsfeseqbroy6peum 218 8 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 218 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 218 10 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 218 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 218 12 , , , work_sgdejolmezfsfeseqbroy6peum 218 13 the the DT work_sgdejolmezfsfeseqbroy6peum 218 14 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 218 15 setting setting NN work_sgdejolmezfsfeseqbroy6peum 218 16 of of IN work_sgdejolmezfsfeseqbroy6peum 218 17 these these DT work_sgdejolmezfsfeseqbroy6peum 218 18 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 218 19 depends depend VBZ work_sgdejolmezfsfeseqbroy6peum 218 20 on on IN work_sgdejolmezfsfeseqbroy6peum 218 21 the the DT work_sgdejolmezfsfeseqbroy6peum 218 22 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 218 23 properties property NNS work_sgdejolmezfsfeseqbroy6peum 218 24 of of IN work_sgdejolmezfsfeseqbroy6peum 218 25 the the DT work_sgdejolmezfsfeseqbroy6peum 218 26 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 218 27 instance instance NN work_sgdejolmezfsfeseqbroy6peum 218 28 at at IN work_sgdejolmezfsfeseqbroy6peum 218 29 hand hand NN work_sgdejolmezfsfeseqbroy6peum 218 30 and and CC work_sgdejolmezfsfeseqbroy6peum 218 31 may may MD work_sgdejolmezfsfeseqbroy6peum 218 32 vary vary VB work_sgdejolmezfsfeseqbroy6peum 218 33 for for IN work_sgdejolmezfsfeseqbroy6peum 218 34 different different JJ work_sgdejolmezfsfeseqbroy6peum 218 35 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 218 36 . . . work_sgdejolmezfsfeseqbroy6peum 219 1 Additionally additionally RB work_sgdejolmezfsfeseqbroy6peum 219 2 , , , work_sgdejolmezfsfeseqbroy6peum 219 3 following follow VBG work_sgdejolmezfsfeseqbroy6peum 219 4 the the DT work_sgdejolmezfsfeseqbroy6peum 219 5 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 219 6 MA MA NNP work_sgdejolmezfsfeseqbroy6peum 219 7 literature literature NN work_sgdejolmezfsfeseqbroy6peum 219 8 on on IN work_sgdejolmezfsfeseqbroy6peum 219 9 discrete discrete JJ work_sgdejolmezfsfeseqbroy6peum 219 10 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 219 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 219 12 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 219 13 & & CC work_sgdejolmezfsfeseqbroy6peum 219 14 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 219 15 , , , work_sgdejolmezfsfeseqbroy6peum 219 16 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 219 17 ; ; : work_sgdejolmezfsfeseqbroy6peum 219 18 Bontouxa Bontouxa NNP work_sgdejolmezfsfeseqbroy6peum 219 19 , , , work_sgdejolmezfsfeseqbroy6peum 219 20 Artigues Artigues NNP work_sgdejolmezfsfeseqbroy6peum 219 21 , , , work_sgdejolmezfsfeseqbroy6peum 219 22 & & CC work_sgdejolmezfsfeseqbroy6peum 219 23 Feillet Feillet NNP work_sgdejolmezfsfeseqbroy6peum 219 24 , , , work_sgdejolmezfsfeseqbroy6peum 219 25 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 219 26 ; ; : work_sgdejolmezfsfeseqbroy6peum 219 27 Dorne Dorne NNP work_sgdejolmezfsfeseqbroy6peum 219 28 & & CC work_sgdejolmezfsfeseqbroy6peum 219 29 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 219 30 , , , work_sgdejolmezfsfeseqbroy6peum 219 31 1998 1998 CD work_sgdejolmezfsfeseqbroy6peum 219 32 ; ; : work_sgdejolmezfsfeseqbroy6peum 219 33 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 219 34 , , , work_sgdejolmezfsfeseqbroy6peum 219 35 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 219 36 ; ; : work_sgdejolmezfsfeseqbroy6peum 219 37 Lü Lü NNP work_sgdejolmezfsfeseqbroy6peum 219 38 & & CC work_sgdejolmezfsfeseqbroy6peum 219 39 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 219 40 , , , work_sgdejolmezfsfeseqbroy6peum 219 41 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 219 42 ; ; : work_sgdejolmezfsfeseqbroy6peum 219 43 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 219 44 & & CC work_sgdejolmezfsfeseqbroy6peum 219 45 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 219 46 , , , work_sgdejolmezfsfeseqbroy6peum 219 47 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 219 48 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 219 49 , , , work_sgdejolmezfsfeseqbroy6peum 219 50 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 219 51 maintains maintain VBZ work_sgdejolmezfsfeseqbroy6peum 219 52 a a DT work_sgdejolmezfsfeseqbroy6peum 219 53 population population NN work_sgdejolmezfsfeseqbroy6peum 219 54 of of IN work_sgdejolmezfsfeseqbroy6peum 219 55 fairly fairly RB work_sgdejolmezfsfeseqbroy6peum 219 56 limited limited JJ work_sgdejolmezfsfeseqbroy6peum 219 57 size size NN work_sgdejolmezfsfeseqbroy6peum 219 58 . . . work_sgdejolmezfsfeseqbroy6peum 220 1 This this DT work_sgdejolmezfsfeseqbroy6peum 220 2 , , , work_sgdejolmezfsfeseqbroy6peum 220 3 as as RB work_sgdejolmezfsfeseqbroy6peum 220 4 well well RB work_sgdejolmezfsfeseqbroy6peum 220 5 as as IN work_sgdejolmezfsfeseqbroy6peum 220 6 the the DT work_sgdejolmezfsfeseqbroy6peum 220 7 other other JJ work_sgdejolmezfsfeseqbroy6peum 220 8 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 220 9 related relate VBN work_sgdejolmezfsfeseqbroy6peum 220 10 to to IN work_sgdejolmezfsfeseqbroy6peum 220 11 the the DT work_sgdejolmezfsfeseqbroy6peum 220 12 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 220 13 algo- algo- JJ work_sgdejolmezfsfeseqbroy6peum 220 14 rithm rithm NN work_sgdejolmezfsfeseqbroy6peum 220 15 components component NNS work_sgdejolmezfsfeseqbroy6peum 220 16 , , , work_sgdejolmezfsfeseqbroy6peum 220 17 is be VBZ work_sgdejolmezfsfeseqbroy6peum 220 18 determined determine VBN work_sgdejolmezfsfeseqbroy6peum 220 19 with with IN work_sgdejolmezfsfeseqbroy6peum 220 20 a a DT work_sgdejolmezfsfeseqbroy6peum 220 21 preliminary preliminary JJ work_sgdejolmezfsfeseqbroy6peum 220 22 experiment experiment NN work_sgdejolmezfsfeseqbroy6peum 220 23 . . . work_sgdejolmezfsfeseqbroy6peum 221 1 Even even RB work_sgdejolmezfsfeseqbroy6peum 221 2 though though IN work_sgdejolmezfsfeseqbroy6peum 221 3 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 221 4 is be VBZ work_sgdejolmezfsfeseqbroy6peum 221 5 possible possible JJ work_sgdejolmezfsfeseqbroy6peum 221 6 to to TO work_sgdejolmezfsfeseqbroy6peum 221 7 find find VB work_sgdejolmezfsfeseqbroy6peum 221 8 a a DT work_sgdejolmezfsfeseqbroy6peum 221 9 configuration configuration NN work_sgdejolmezfsfeseqbroy6peum 221 10 of of IN work_sgdejolmezfsfeseqbroy6peum 221 11 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 221 12 better well RBR work_sgdejolmezfsfeseqbroy6peum 221 13 than than IN work_sgdejolmezfsfeseqbroy6peum 221 14 the the DT work_sgdejolmezfsfeseqbroy6peum 221 15 one one NN work_sgdejolmezfsfeseqbroy6peum 221 16 used use VBN work_sgdejolmezfsfeseqbroy6peum 221 17 in in IN work_sgdejolmezfsfeseqbroy6peum 221 18 this this DT work_sgdejolmezfsfeseqbroy6peum 221 19 paper paper NN work_sgdejolmezfsfeseqbroy6peum 221 20 , , , work_sgdejolmezfsfeseqbroy6peum 221 21 the the DT work_sgdejolmezfsfeseqbroy6peum 221 22 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 221 23 experiments experiment NNS work_sgdejolmezfsfeseqbroy6peum 221 24 reported report VBN work_sgdejolmezfsfeseqbroy6peum 221 25 in in IN work_sgdejolmezfsfeseqbroy6peum 221 26 this this DT work_sgdejolmezfsfeseqbroy6peum 221 27 section section NN work_sgdejolmezfsfeseqbroy6peum 221 28 show show VBP work_sgdejolmezfsfeseqbroy6peum 221 29 that that IN work_sgdejolmezfsfeseqbroy6peum 221 30 the the DT work_sgdejolmezfsfeseqbroy6peum 221 31 adopted adopt VBN work_sgdejolmezfsfeseqbroy6peum 221 32 setting set VBG work_sgdejolmezfsfeseqbroy6peum 221 33 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 221 34 globally globally RB work_sgdejolmezfsfeseqbroy6peum 221 35 well well RB work_sgdejolmezfsfeseqbroy6peum 221 36 on on IN work_sgdejolmezfsfeseqbroy6peum 221 37 the the DT work_sgdejolmezfsfeseqbroy6peum 221 38 tested test VBN work_sgdejolmezfsfeseqbroy6peum 221 39 benchmark benchmark JJ work_sgdejolmezfsfeseqbroy6peum 221 40 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 221 41 . . . work_sgdejolmezfsfeseqbroy6peum 222 1 More more RBR work_sgdejolmezfsfeseqbroy6peum 222 2 generally generally RB work_sgdejolmezfsfeseqbroy6peum 222 3 , , , work_sgdejolmezfsfeseqbroy6peum 222 4 since since IN work_sgdejolmezfsfeseqbroy6peum 222 5 the the DT work_sgdejolmezfsfeseqbroy6peum 222 6 source source NN work_sgdejolmezfsfeseqbroy6peum 222 7 code code NN work_sgdejolmezfsfeseqbroy6peum 222 8 of of IN work_sgdejolmezfsfeseqbroy6peum 222 9 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 222 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 222 11 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 222 12 will will MD work_sgdejolmezfsfeseqbroy6peum 222 13 be be VB work_sgdejolmezfsfeseqbroy6peum 222 14 made make VBN work_sgdejolmezfsfeseqbroy6peum 222 15 avail- avail- JJ work_sgdejolmezfsfeseqbroy6peum 222 16 able able JJ work_sgdejolmezfsfeseqbroy6peum 222 17 online online NN work_sgdejolmezfsfeseqbroy6peum 222 18 , , , work_sgdejolmezfsfeseqbroy6peum 222 19 the the DT work_sgdejolmezfsfeseqbroy6peum 222 20 potential potential JJ work_sgdejolmezfsfeseqbroy6peum 222 21 user user NN work_sgdejolmezfsfeseqbroy6peum 222 22 can can MD work_sgdejolmezfsfeseqbroy6peum 222 23 possibly possibly RB work_sgdejolmezfsfeseqbroy6peum 222 24 apply apply VB work_sgdejolmezfsfeseqbroy6peum 222 25 any any DT work_sgdejolmezfsfeseqbroy6peum 222 26 preferred preferred JJ work_sgdejolmezfsfeseqbroy6peum 222 27 method method NN work_sgdejolmezfsfeseqbroy6peum 222 28 to to TO work_sgdejolmezfsfeseqbroy6peum 222 29 tune tune VB work_sgdejolmezfsfeseqbroy6peum 222 30 these these DT work_sgdejolmezfsfeseqbroy6peum 222 31 parameters parameter NNS work_sgdejolmezfsfeseqbroy6peum 222 32 . . . work_sgdejolmezfsfeseqbroy6peum 223 1 According accord VBG work_sgdejolmezfsfeseqbroy6peum 223 2 to to IN work_sgdejolmezfsfeseqbroy6peum 223 3 the the DT work_sgdejolmezfsfeseqbroy6peum 223 4 practice practice NN work_sgdejolmezfsfeseqbroy6peum 223 5 in in IN work_sgdejolmezfsfeseqbroy6peum 223 6 the the DT work_sgdejolmezfsfeseqbroy6peum 223 7 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 223 8 literature literature NN work_sgdejolmezfsfeseqbroy6peum 223 9 , , , work_sgdejolmezfsfeseqbroy6peum 223 10 the the DT work_sgdejolmezfsfeseqbroy6peum 223 11 stopping stop VBG work_sgdejolmezfsfeseqbroy6peum 223 12 condition condition NN work_sgdejolmezfsfeseqbroy6peum 223 13 is be VBZ work_sgdejolmezfsfeseqbroy6peum 223 14 the the DT work_sgdejolmezfsfeseqbroy6peum 223 15 elapsed elapse VBN work_sgdejolmezfsfeseqbroy6peum 223 16 time time NN work_sgdejolmezfsfeseqbroy6peum 223 17 . . . work_sgdejolmezfsfeseqbroy6peum 224 1 In in IN work_sgdejolmezfsfeseqbroy6peum 224 2 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 224 3 case case NN work_sgdejolmezfsfeseqbroy6peum 224 4 , , , work_sgdejolmezfsfeseqbroy6peum 224 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 224 6 set set VBD work_sgdejolmezfsfeseqbroy6peum 224 7 the the DT work_sgdejolmezfsfeseqbroy6peum 224 8 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 224 9 time time NN work_sgdejolmezfsfeseqbroy6peum 224 10 limit limit NN work_sgdejolmezfsfeseqbroy6peum 224 11 to to IN work_sgdejolmezfsfeseqbroy6peum 224 12 2 2 CD work_sgdejolmezfsfeseqbroy6peum 224 13 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 224 14 for for IN work_sgdejolmezfsfeseqbroy6peum 224 15 all all PDT work_sgdejolmezfsfeseqbroy6peum 224 16 the the DT work_sgdejolmezfsfeseqbroy6peum 224 17 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 224 18 , , , work_sgdejolmezfsfeseqbroy6peum 224 19 except except IN work_sgdejolmezfsfeseqbroy6peum 224 20 for for IN work_sgdejolmezfsfeseqbroy6peum 224 21 the the DT work_sgdejolmezfsfeseqbroy6peum 224 22 largest large JJS work_sgdejolmezfsfeseqbroy6peum 224 23 instance instance NN work_sgdejolmezfsfeseqbroy6peum 224 24 tho150 tho150 ADD work_sgdejolmezfsfeseqbroy6peum 224 25 for for IN work_sgdejolmezfsfeseqbroy6peum 224 26 which which WDT work_sgdejolmezfsfeseqbroy6peum 224 27 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 224 28 set set VBD work_sgdejolmezfsfeseqbroy6peum 224 29 the the DT work_sgdejolmezfsfeseqbroy6peum 224 30 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 224 31 time time NN work_sgdejolmezfsfeseqbroy6peum 224 32 allowed allow VBN work_sgdejolmezfsfeseqbroy6peum 224 33 to to IN work_sgdejolmezfsfeseqbroy6peum 224 34 10 10 CD work_sgdejolmezfsfeseqbroy6peum 224 35 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 224 36 . . . work_sgdejolmezfsfeseqbroy6peum 225 1 Notice notice VB work_sgdejolmezfsfeseqbroy6peum 225 2 that that IN work_sgdejolmezfsfeseqbroy6peum 225 3 some some DT work_sgdejolmezfsfeseqbroy6peum 225 4 reference reference NN work_sgdejolmezfsfeseqbroy6peum 225 5 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 225 6 algo- algo- NN work_sgdejolmezfsfeseqbroy6peum 225 7 rithms rithms NNP work_sgdejolmezfsfeseqbroy6peum 225 8 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 225 9 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 225 10 , , , work_sgdejolmezfsfeseqbroy6peum 225 11 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 225 12 ; ; : work_sgdejolmezfsfeseqbroy6peum 225 13 James James NNP work_sgdejolmezfsfeseqbroy6peum 225 14 , , , work_sgdejolmezfsfeseqbroy6peum 225 15 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 225 16 , , , work_sgdejolmezfsfeseqbroy6peum 225 17 & & CC work_sgdejolmezfsfeseqbroy6peum 225 18 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 225 19 , , , work_sgdejolmezfsfeseqbroy6peum 225 20 2009a 2009a LS work_sgdejolmezfsfeseqbroy6peum 225 21 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 225 22 use use VB work_sgdejolmezfsfeseqbroy6peum 225 23 an an DT work_sgdejolmezfsfeseqbroy6peum 225 24 even even RB work_sgdejolmezfsfeseqbroy6peum 225 25 higher high JJR work_sgdejolmezfsfeseqbroy6peum 225 26 time time NN work_sgdejolmezfsfeseqbroy6peum 225 27 limit limit NN work_sgdejolmezfsfeseqbroy6peum 225 28 for for IN work_sgdejolmezfsfeseqbroy6peum 225 29 tho150 tho150 NNPS work_sgdejolmezfsfeseqbroy6peum 225 30 to to TO work_sgdejolmezfsfeseqbroy6peum 225 31 reach reach VB work_sgdejolmezfsfeseqbroy6peum 225 32 the the DT work_sgdejolmezfsfeseqbroy6peum 225 33 reported reported JJ work_sgdejolmezfsfeseqbroy6peum 225 34 result result NN work_sgdejolmezfsfeseqbroy6peum 225 35 . . . work_sgdejolmezfsfeseqbroy6peum 226 1 As as IN work_sgdejolmezfsfeseqbroy6peum 226 2 shown show VBN work_sgdejolmezfsfeseqbroy6peum 226 3 below below IN work_sgdejolmezfsfeseqbroy6peum 226 4 , , , work_sgdejolmezfsfeseqbroy6peum 226 5 the the DT work_sgdejolmezfsfeseqbroy6peum 226 6 best well RBS work_sgdejolmezfsfeseqbroy6peum 226 7 - - HYPH work_sgdejolmezfsfeseqbroy6peum 226 8 known know VBN work_sgdejolmezfsfeseqbroy6peum 226 9 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 226 10 are be VBP work_sgdejolmezfsfeseqbroy6peum 226 11 very very RB work_sgdejolmezfsfeseqbroy6peum 226 12 often often RB work_sgdejolmezfsfeseqbroy6peum 226 13 attained attain VBN work_sgdejolmezfsfeseqbroy6peum 226 14 long long RB work_sgdejolmezfsfeseqbroy6peum 226 15 before before IN work_sgdejolmezfsfeseqbroy6peum 226 16 these these DT work_sgdejolmezfsfeseqbroy6peum 226 17 time time NN work_sgdejolmezfsfeseqbroy6peum 226 18 limits limit NNS work_sgdejolmezfsfeseqbroy6peum 226 19 . . . work_sgdejolmezfsfeseqbroy6peum 227 1 Furthermore furthermore RB work_sgdejolmezfsfeseqbroy6peum 227 2 , , , work_sgdejolmezfsfeseqbroy6peum 227 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 227 4 provide provide VBP work_sgdejolmezfsfeseqbroy6peum 227 5 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 227 6 results result NNS work_sgdejolmezfsfeseqbroy6peum 227 7 of of IN work_sgdejolmezfsfeseqbroy6peum 227 8 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 227 9 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 227 10 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 227 11 with with IN work_sgdejolmezfsfeseqbroy6peum 227 12 the the DT work_sgdejolmezfsfeseqbroy6peum 227 13 time time NN work_sgdejolmezfsfeseqbroy6peum 227 14 limit limit NN work_sgdejolmezfsfeseqbroy6peum 227 15 reduced reduce VBN work_sgdejolmezfsfeseqbroy6peum 227 16 to to IN work_sgdejolmezfsfeseqbroy6peum 227 17 30 30 CD work_sgdejolmezfsfeseqbroy6peum 227 18 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 227 19 . . . work_sgdejolmezfsfeseqbroy6peum 228 1 The the DT work_sgdejolmezfsfeseqbroy6peum 228 2 reported report VBN work_sgdejolmezfsfeseqbroy6peum 228 3 results result NNS work_sgdejolmezfsfeseqbroy6peum 228 4 for for IN work_sgdejolmezfsfeseqbroy6peum 228 5 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 228 6 and and CC work_sgdejolmezfsfeseqbroy6peum 228 7 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 228 8 are be VBP work_sgdejolmezfsfeseqbroy6peum 228 9 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 228 10 over over IN work_sgdejolmezfsfeseqbroy6peum 228 11 10 10 CD work_sgdejolmezfsfeseqbroy6peum 228 12 independent independent JJ work_sgdejolmezfsfeseqbroy6peum 228 13 executions execution NNS work_sgdejolmezfsfeseqbroy6peum 228 14 . . . work_sgdejolmezfsfeseqbroy6peum 229 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 229 2 focus focus VBP work_sgdejolmezfsfeseqbroy6peum 229 3 primarily primarily RB work_sgdejolmezfsfeseqbroy6peum 229 4 on on IN work_sgdejolmezfsfeseqbroy6peum 229 5 the the DT work_sgdejolmezfsfeseqbroy6peum 229 6 comparisons comparison NNS work_sgdejolmezfsfeseqbroy6peum 229 7 in in IN work_sgdejolmezfsfeseqbroy6peum 229 8 terms term NNS work_sgdejolmezfsfeseqbroy6peum 229 9 of of IN work_sgdejolmezfsfeseqbroy6peum 229 10 the the DT work_sgdejolmezfsfeseqbroy6peum 229 11 solution solution NN work_sgdejolmezfsfeseqbroy6peum 229 12 quality quality NN work_sgdejolmezfsfeseqbroy6peum 229 13 with with IN work_sgdejolmezfsfeseqbroy6peum 229 14 respect respect NN work_sgdejolmezfsfeseqbroy6peum 229 15 to to IN work_sgdejolmezfsfeseqbroy6peum 229 16 the the DT work_sgdejolmezfsfeseqbroy6peum 229 17 best well RBS work_sgdejolmezfsfeseqbroy6peum 229 18 - - HYPH work_sgdejolmezfsfeseqbroy6peum 229 19 known know VBN work_sgdejolmezfsfeseqbroy6peum 229 20 results result NNS work_sgdejolmezfsfeseqbroy6peum 229 21 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 229 22 BKR BKR NNP work_sgdejolmezfsfeseqbroy6peum 229 23 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 229 24 reported report VBD work_sgdejolmezfsfeseqbroy6peum 229 25 in in IN work_sgdejolmezfsfeseqbroy6peum 229 26 the the DT work_sgdejolmezfsfeseqbroy6peum 229 27 literature literature NN work_sgdejolmezfsfeseqbroy6peum 229 28 , , , work_sgdejolmezfsfeseqbroy6peum 229 29 which which WDT work_sgdejolmezfsfeseqbroy6peum 229 30 were be VBD work_sgdejolmezfsfeseqbroy6peum 229 31 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 229 32 with with IN work_sgdejolmezfsfeseqbroy6peum 229 33 different different JJ work_sgdejolmezfsfeseqbroy6peum 229 34 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 229 35 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 229 36 under under IN work_sgdejolmezfsfeseqbroy6peum 229 37 various various JJ work_sgdejolmezfsfeseqbroy6peum 229 38 conditions condition NNS work_sgdejolmezfsfeseqbroy6peum 229 39 . . . work_sgdejolmezfsfeseqbroy6peum 230 1 For for IN work_sgdejolmezfsfeseqbroy6peum 230 2 indicative indicative JJ work_sgdejolmezfsfeseqbroy6peum 230 3 purposes purpose NNS work_sgdejolmezfsfeseqbroy6peum 230 4 , , , work_sgdejolmezfsfeseqbroy6peum 230 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 230 6 also also RB work_sgdejolmezfsfeseqbroy6peum 230 7 compare compare VBP work_sgdejolmezfsfeseqbroy6peum 230 8 the the DT work_sgdejolmezfsfeseqbroy6peum 230 9 results result NNS work_sgdejolmezfsfeseqbroy6peum 230 10 produced produce VBN work_sgdejolmezfsfeseqbroy6peum 230 11 by by IN work_sgdejolmezfsfeseqbroy6peum 230 12 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 230 13 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 230 14 approach approach NN work_sgdejolmezfsfeseqbroy6peum 230 15 and and CC work_sgdejolmezfsfeseqbroy6peum 230 16 those those DT work_sgdejolmezfsfeseqbroy6peum 230 17 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 230 18 with with IN work_sgdejolmezfsfeseqbroy6peum 230 19 the the DT work_sgdejolmezfsfeseqbroy6peum 230 20 4 4 CD work_sgdejolmezfsfeseqbroy6peum 230 21 state state NN work_sgdejolmezfsfeseqbroy6peum 230 22 - - HYPH work_sgdejolmezfsfeseqbroy6peum 230 23 of of IN work_sgdejolmezfsfeseqbroy6peum 230 24 - - HYPH work_sgdejolmezfsfeseqbroy6peum 230 25 art art NN work_sgdejolmezfsfeseqbroy6peum 230 26 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 230 27 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 230 28 which which WDT work_sgdejolmezfsfeseqbroy6peum 230 29 are be VBP work_sgdejolmezfsfeseqbroy6peum 230 30 the the DT work_sgdejolmezfsfeseqbroy6peum 230 31 current current JJ work_sgdejolmezfsfeseqbroy6peum 230 32 best good JJS work_sgdejolmezfsfeseqbroy6peum 230 33 performing performing NN work_sgdejolmezfsfeseqbroy6peum 230 34 methods method NNS work_sgdejolmezfsfeseqbroy6peum 230 35 : : : work_sgdejolmezfsfeseqbroy6peum 230 36 1 1 CD work_sgdejolmezfsfeseqbroy6peum 230 37 . . . work_sgdejolmezfsfeseqbroy6peum 231 1 Cooperative cooperative JJ work_sgdejolmezfsfeseqbroy6peum 231 2 Parallel parallel NN work_sgdejolmezfsfeseqbroy6peum 231 3 Tabu Tabu NNP work_sgdejolmezfsfeseqbroy6peum 231 4 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 231 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 231 6 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 231 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 231 8 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 231 9 by by IN work_sgdejolmezfsfeseqbroy6peum 231 10 James James NNP work_sgdejolmezfsfeseqbroy6peum 231 11 , , , work_sgdejolmezfsfeseqbroy6peum 231 12 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 231 13 , , , work_sgdejolmezfsfeseqbroy6peum 231 14 & & CC work_sgdejolmezfsfeseqbroy6peum 231 15 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 231 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 231 17 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 231 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 231 19 . . . work_sgdejolmezfsfeseqbroy6peum 232 1 The the DT work_sgdejolmezfsfeseqbroy6peum 232 2 reported report VBN work_sgdejolmezfsfeseqbroy6peum 232 3 results result NNS work_sgdejolmezfsfeseqbroy6peum 232 4 are be VBP work_sgdejolmezfsfeseqbroy6peum 232 5 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 232 6 using use VBG work_sgdejolmezfsfeseqbroy6peum 232 7 ten ten CD work_sgdejolmezfsfeseqbroy6peum 232 8 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 232 9 1.3GHz 1.3ghz CD work_sgdejolmezfsfeseqbroy6peum 232 10 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 232 11 Intel Intel NNP work_sgdejolmezfsfeseqbroy6peum 232 12 Intanium Intanium NNP work_sgdejolmezfsfeseqbroy6peum 232 13 processors processor NNS work_sgdejolmezfsfeseqbroy6peum 232 14 ; ; : work_sgdejolmezfsfeseqbroy6peum 232 15 2 2 CD work_sgdejolmezfsfeseqbroy6peum 232 16 . . . work_sgdejolmezfsfeseqbroy6peum 233 1 Iterated Iterated NNP work_sgdejolmezfsfeseqbroy6peum 233 2 Tabu Tabu NNP work_sgdejolmezfsfeseqbroy6peum 233 3 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 233 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 233 5 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 233 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 233 7 by by IN work_sgdejolmezfsfeseqbroy6peum 233 8 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 233 9 & & CC work_sgdejolmezfsfeseqbroy6peum 233 10 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 233 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 233 12 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 233 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 233 14 . . . work_sgdejolmezfsfeseqbroy6peum 234 1 The the DT work_sgdejolmezfsfeseqbroy6peum 234 2 results result NNS work_sgdejolmezfsfeseqbroy6peum 234 3 are be VBP work_sgdejolmezfsfeseqbroy6peum 234 4 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 234 5 using use VBG work_sgdejolmezfsfeseqbroy6peum 234 6 a a DT work_sgdejolmezfsfeseqbroy6peum 234 7 900 900 CD work_sgdejolmezfsfeseqbroy6peum 234 8 MHz MHz NNS work_sgdejolmezfsfeseqbroy6peum 234 9 Pentium Pentium NNP work_sgdejolmezfsfeseqbroy6peum 234 10 computer computer NN work_sgdejolmezfsfeseqbroy6peum 234 11 ; ; : work_sgdejolmezfsfeseqbroy6peum 234 12 3 3 CD work_sgdejolmezfsfeseqbroy6peum 234 13 . . . work_sgdejolmezfsfeseqbroy6peum 235 1 Improved Improved NNP work_sgdejolmezfsfeseqbroy6peum 235 2 Hybrid Hybrid NNP work_sgdejolmezfsfeseqbroy6peum 235 3 Genetic Genetic NNP work_sgdejolmezfsfeseqbroy6peum 235 4 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 235 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 235 6 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 235 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 235 8 by by IN work_sgdejolmezfsfeseqbroy6peum 235 9 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 235 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 235 11 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 235 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 235 13 . . . work_sgdejolmezfsfeseqbroy6peum 236 1 The the DT work_sgdejolmezfsfeseqbroy6peum 236 2 reported report VBN work_sgdejolmezfsfeseqbroy6peum 236 3 results result NNS work_sgdejolmezfsfeseqbroy6peum 236 4 are be VBP work_sgdejolmezfsfeseqbroy6peum 236 5 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 236 6 on on IN work_sgdejolmezfsfeseqbroy6peum 236 7 a a DT work_sgdejolmezfsfeseqbroy6peum 236 8 x86 x86 NN work_sgdejolmezfsfeseqbroy6peum 236 9 Family family NN work_sgdejolmezfsfeseqbroy6peum 236 10 6 6 CD work_sgdejolmezfsfeseqbroy6peum 236 11 processor processor NN work_sgdejolmezfsfeseqbroy6peum 236 12 ; ; : work_sgdejolmezfsfeseqbroy6peum 236 13 4 4 CD work_sgdejolmezfsfeseqbroy6peum 236 14 . . . work_sgdejolmezfsfeseqbroy6peum 237 1 A a DT work_sgdejolmezfsfeseqbroy6peum 237 2 variant variant NN work_sgdejolmezfsfeseqbroy6peum 237 3 of of IN work_sgdejolmezfsfeseqbroy6peum 237 4 a a DT work_sgdejolmezfsfeseqbroy6peum 237 5 Hybrid Hybrid NNP work_sgdejolmezfsfeseqbroy6peum 237 6 Genetic Genetic NNP work_sgdejolmezfsfeseqbroy6peum 237 7 Tabu Tabu NNP work_sgdejolmezfsfeseqbroy6peum 237 8 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 237 9 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 237 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 237 11 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 237 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 237 13 by by IN work_sgdejolmezfsfeseqbroy6peum 237 14 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 237 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 237 16 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 237 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 237 18 . . . work_sgdejolmezfsfeseqbroy6peum 238 1 The the DT work_sgdejolmezfsfeseqbroy6peum 238 2 reported report VBN work_sgdejolmezfsfeseqbroy6peum 238 3 results result NNS work_sgdejolmezfsfeseqbroy6peum 238 4 are be VBP work_sgdejolmezfsfeseqbroy6peum 238 5 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 238 6 on on IN work_sgdejolmezfsfeseqbroy6peum 238 7 a a DT work_sgdejolmezfsfeseqbroy6peum 238 8 Pentium Pentium NNP work_sgdejolmezfsfeseqbroy6peum 238 9 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 238 10 2.8 2.8 CD work_sgdejolmezfsfeseqbroy6peum 238 11 GHz GHz NNS work_sgdejolmezfsfeseqbroy6peum 238 12 com- com- NN work_sgdejolmezfsfeseqbroy6peum 238 13 puter puter NN work_sgdejolmezfsfeseqbroy6peum 238 14 . . . work_sgdejolmezfsfeseqbroy6peum 239 1 13 13 CD work_sgdejolmezfsfeseqbroy6peum 239 2 An an DT work_sgdejolmezfsfeseqbroy6peum 239 3 exhaustive exhaustive JJ work_sgdejolmezfsfeseqbroy6peum 239 4 comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 239 5 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 239 6 with with IN work_sgdejolmezfsfeseqbroy6peum 239 7 the the DT work_sgdejolmezfsfeseqbroy6peum 239 8 reference reference NN work_sgdejolmezfsfeseqbroy6peum 239 9 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 239 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 239 11 not not RB work_sgdejolmezfsfeseqbroy6peum 239 12 a a DT work_sgdejolmezfsfeseqbroy6peum 239 13 straightforward straightforward JJ work_sgdejolmezfsfeseqbroy6peum 239 14 task task NN work_sgdejolmezfsfeseqbroy6peum 239 15 because because IN work_sgdejolmezfsfeseqbroy6peum 239 16 of of IN work_sgdejolmezfsfeseqbroy6peum 239 17 the the DT work_sgdejolmezfsfeseqbroy6peum 239 18 differences difference NNS work_sgdejolmezfsfeseqbroy6peum 239 19 in in IN work_sgdejolmezfsfeseqbroy6peum 239 20 computing compute VBG work_sgdejolmezfsfeseqbroy6peum 239 21 hardware hardware NN work_sgdejolmezfsfeseqbroy6peum 239 22 , , , work_sgdejolmezfsfeseqbroy6peum 239 23 re- re- RB work_sgdejolmezfsfeseqbroy6peum 239 24 sult sult VB work_sgdejolmezfsfeseqbroy6peum 239 25 reporting report VBG work_sgdejolmezfsfeseqbroy6peum 239 26 methodology methodology NN work_sgdejolmezfsfeseqbroy6peum 239 27 , , , work_sgdejolmezfsfeseqbroy6peum 239 28 termination termination NN work_sgdejolmezfsfeseqbroy6peum 239 29 criterion criterion NN work_sgdejolmezfsfeseqbroy6peum 239 30 , , , work_sgdejolmezfsfeseqbroy6peum 239 31 etc etc FW work_sgdejolmezfsfeseqbroy6peum 239 32 . . . work_sgdejolmezfsfeseqbroy6peum 240 1 This this DT work_sgdejolmezfsfeseqbroy6peum 240 2 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 240 3 is be VBZ work_sgdejolmezfsfeseqbroy6peum 240 4 thus thus RB work_sgdejolmezfsfeseqbroy6peum 240 5 presented present VBN work_sgdejolmezfsfeseqbroy6peum 240 6 only only RB work_sgdejolmezfsfeseqbroy6peum 240 7 for for IN work_sgdejolmezfsfeseqbroy6peum 240 8 indicative indicative JJ work_sgdejolmezfsfeseqbroy6peum 240 9 purposes purpose NNS work_sgdejolmezfsfeseqbroy6peum 240 10 . . . work_sgdejolmezfsfeseqbroy6peum 241 1 Nevertheless nevertheless RB work_sgdejolmezfsfeseqbroy6peum 241 2 , , , work_sgdejolmezfsfeseqbroy6peum 241 3 this this DT work_sgdejolmezfsfeseqbroy6peum 241 4 experiment experiment NN work_sgdejolmezfsfeseqbroy6peum 241 5 provides provide VBZ work_sgdejolmezfsfeseqbroy6peum 241 6 interesting interesting JJ work_sgdejolmezfsfeseqbroy6peum 241 7 indications indication NNS work_sgdejolmezfsfeseqbroy6peum 241 8 on on IN work_sgdejolmezfsfeseqbroy6peum 241 9 the the DT work_sgdejolmezfsfeseqbroy6peum 241 10 performance performance NN work_sgdejolmezfsfeseqbroy6peum 241 11 of of IN work_sgdejolmezfsfeseqbroy6peum 241 12 the the DT work_sgdejolmezfsfeseqbroy6peum 241 13 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 241 14 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 241 15 relative relative JJ work_sgdejolmezfsfeseqbroy6peum 241 16 to to IN work_sgdejolmezfsfeseqbroy6peum 241 17 the the DT work_sgdejolmezfsfeseqbroy6peum 241 18 state state NN work_sgdejolmezfsfeseqbroy6peum 241 19 - - HYPH work_sgdejolmezfsfeseqbroy6peum 241 20 of of IN work_sgdejolmezfsfeseqbroy6peum 241 21 - - HYPH work_sgdejolmezfsfeseqbroy6peum 241 22 art art NN work_sgdejolmezfsfeseqbroy6peum 241 23 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 241 24 . . . work_sgdejolmezfsfeseqbroy6peum 242 1 In in IN work_sgdejolmezfsfeseqbroy6peum 242 2 addition addition NN work_sgdejolmezfsfeseqbroy6peum 242 3 , , , work_sgdejolmezfsfeseqbroy6peum 242 4 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 242 5 evaluate evaluate VBP work_sgdejolmezfsfeseqbroy6peum 242 6 the the DT work_sgdejolmezfsfeseqbroy6peum 242 7 contribution contribution NN work_sgdejolmezfsfeseqbroy6peum 242 8 of of IN work_sgdejolmezfsfeseqbroy6peum 242 9 the the DT work_sgdejolmezfsfeseqbroy6peum 242 10 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 242 11 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 242 12 approach approach NN work_sgdejolmezfsfeseqbroy6peum 242 13 by by IN work_sgdejolmezfsfeseqbroy6peum 242 14 comparing compare VBG work_sgdejolmezfsfeseqbroy6peum 242 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 242 16 under under IN work_sgdejolmezfsfeseqbroy6peum 242 17 the the DT work_sgdejolmezfsfeseqbroy6peum 242 18 same same JJ work_sgdejolmezfsfeseqbroy6peum 242 19 conditions condition NNS work_sgdejolmezfsfeseqbroy6peum 242 20 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 242 21 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 242 22 with with IN work_sgdejolmezfsfeseqbroy6peum 242 23 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 242 24 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 242 25 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 242 26 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 242 27 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 242 28 & & CC work_sgdejolmezfsfeseqbroy6peum 242 29 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 242 30 , , , work_sgdejolmezfsfeseqbroy6peum 242 31 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 242 32 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 242 33 which which WDT work_sgdejolmezfsfeseqbroy6peum 242 34 itself -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 242 35 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 242 36 to to TO work_sgdejolmezfsfeseqbroy6peum 242 37 be be VB work_sgdejolmezfsfeseqbroy6peum 242 38 highly highly RB work_sgdejolmezfsfeseqbroy6peum 242 39 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 242 40 on on IN work_sgdejolmezfsfeseqbroy6peum 242 41 the the DT work_sgdejolmezfsfeseqbroy6peum 242 42 tested test VBN work_sgdejolmezfsfeseqbroy6peum 242 43 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 242 44 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 242 45 . . . work_sgdejolmezfsfeseqbroy6peum 243 1 This this DT work_sgdejolmezfsfeseqbroy6peum 243 2 allows allow VBZ work_sgdejolmezfsfeseqbroy6peum 243 3 us -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 243 4 to to TO work_sgdejolmezfsfeseqbroy6peum 243 5 highlight highlight VB work_sgdejolmezfsfeseqbroy6peum 243 6 the the DT work_sgdejolmezfsfeseqbroy6peum 243 7 usefulness usefulness NN work_sgdejolmezfsfeseqbroy6peum 243 8 of of IN work_sgdejolmezfsfeseqbroy6peum 243 9 the the DT work_sgdejolmezfsfeseqbroy6peum 243 10 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 243 11 framework framework NN work_sgdejolmezfsfeseqbroy6peum 243 12 . . . work_sgdejolmezfsfeseqbroy6peum 244 1 According accord VBG work_sgdejolmezfsfeseqbroy6peum 244 2 to to IN work_sgdejolmezfsfeseqbroy6peum 244 3 the the DT work_sgdejolmezfsfeseqbroy6peum 244 4 literature literature NN work_sgdejolmezfsfeseqbroy6peum 244 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 244 6 Drezner drezner NN work_sgdejolmezfsfeseqbroy6peum 244 7 , , , work_sgdejolmezfsfeseqbroy6peum 244 8 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 244 9 ; ; : work_sgdejolmezfsfeseqbroy6peum 244 10 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 244 11 , , , work_sgdejolmezfsfeseqbroy6peum 244 12 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 244 13 ; ; : work_sgdejolmezfsfeseqbroy6peum 244 14 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 244 15 , , , work_sgdejolmezfsfeseqbroy6peum 244 16 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 244 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 244 18 , , , work_sgdejolmezfsfeseqbroy6peum 244 19 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 244 20 employ employ VBP work_sgdejolmezfsfeseqbroy6peum 244 21 several several JJ work_sgdejolmezfsfeseqbroy6peum 244 22 criteria criterion NNS work_sgdejolmezfsfeseqbroy6peum 244 23 for for IN work_sgdejolmezfsfeseqbroy6peum 244 24 evaluation evaluation NN work_sgdejolmezfsfeseqbroy6peum 244 25 and and CC work_sgdejolmezfsfeseqbroy6peum 244 26 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 244 27 of of IN work_sgdejolmezfsfeseqbroy6peum 244 28 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 244 29 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 244 30 algo- algo- JJ work_sgdejolmezfsfeseqbroy6peum 244 31 rithm rithm NN work_sgdejolmezfsfeseqbroy6peum 244 32 with with IN work_sgdejolmezfsfeseqbroy6peum 244 33 other other JJ work_sgdejolmezfsfeseqbroy6peum 244 34 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 244 35 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 244 36 . . . work_sgdejolmezfsfeseqbroy6peum 245 1 1 1 LS work_sgdejolmezfsfeseqbroy6peum 245 2 . . . work_sgdejolmezfsfeseqbroy6peum 246 1 The the DT work_sgdejolmezfsfeseqbroy6peum 246 2 number number NN work_sgdejolmezfsfeseqbroy6peum 246 3 of of IN work_sgdejolmezfsfeseqbroy6peum 246 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 246 5 for for IN work_sgdejolmezfsfeseqbroy6peum 246 6 which which WDT work_sgdejolmezfsfeseqbroy6peum 246 7 an an DT work_sgdejolmezfsfeseqbroy6peum 246 8 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 246 9 or or CC work_sgdejolmezfsfeseqbroy6peum 246 10 best best RB work_sgdejolmezfsfeseqbroy6peum 246 11 - - HYPH work_sgdejolmezfsfeseqbroy6peum 246 12 known know VBN work_sgdejolmezfsfeseqbroy6peum 246 13 solution solution NN work_sgdejolmezfsfeseqbroy6peum 246 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 246 15 reached reach VBN work_sgdejolmezfsfeseqbroy6peum 246 16 within within IN work_sgdejolmezfsfeseqbroy6peum 246 17 a a DT work_sgdejolmezfsfeseqbroy6peum 246 18 reasonable reasonable JJ work_sgdejolmezfsfeseqbroy6peum 246 19 computing computing NN work_sgdejolmezfsfeseqbroy6peum 246 20 time time NN work_sgdejolmezfsfeseqbroy6peum 246 21 . . . work_sgdejolmezfsfeseqbroy6peum 247 1 This this DT work_sgdejolmezfsfeseqbroy6peum 247 2 constitutes constitute VBZ work_sgdejolmezfsfeseqbroy6peum 247 3 an an DT work_sgdejolmezfsfeseqbroy6peum 247 4 indicator indicator NN work_sgdejolmezfsfeseqbroy6peum 247 5 on on IN work_sgdejolmezfsfeseqbroy6peum 247 6 the the DT work_sgdejolmezfsfeseqbroy6peum 247 7 effectiveness effectiveness NN work_sgdejolmezfsfeseqbroy6peum 247 8 of of IN work_sgdejolmezfsfeseqbroy6peum 247 9 an an DT work_sgdejolmezfsfeseqbroy6peum 247 10 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 247 11 in in IN work_sgdejolmezfsfeseqbroy6peum 247 12 terms term NNS work_sgdejolmezfsfeseqbroy6peum 247 13 of of IN work_sgdejolmezfsfeseqbroy6peum 247 14 the the DT work_sgdejolmezfsfeseqbroy6peum 247 15 solution solution NN work_sgdejolmezfsfeseqbroy6peum 247 16 quality quality NN work_sgdejolmezfsfeseqbroy6peum 247 17 . . . work_sgdejolmezfsfeseqbroy6peum 248 1 2 2 LS work_sgdejolmezfsfeseqbroy6peum 248 2 . . . work_sgdejolmezfsfeseqbroy6peum 249 1 The the DT work_sgdejolmezfsfeseqbroy6peum 249 2 success success NN work_sgdejolmezfsfeseqbroy6peum 249 3 rate rate NN work_sgdejolmezfsfeseqbroy6peum 249 4 of of IN work_sgdejolmezfsfeseqbroy6peum 249 5 reaching reach VBG work_sgdejolmezfsfeseqbroy6peum 249 6 an an DT work_sgdejolmezfsfeseqbroy6peum 249 7 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 249 8 or or CC work_sgdejolmezfsfeseqbroy6peum 249 9 best best RB work_sgdejolmezfsfeseqbroy6peum 249 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 249 11 known know VBN work_sgdejolmezfsfeseqbroy6peum 249 12 solution solution NN work_sgdejolmezfsfeseqbroy6peum 249 13 which which WDT work_sgdejolmezfsfeseqbroy6peum 249 14 provides provide VBZ work_sgdejolmezfsfeseqbroy6peum 249 15 information information NN work_sgdejolmezfsfeseqbroy6peum 249 16 about about IN work_sgdejolmezfsfeseqbroy6peum 249 17 the the DT work_sgdejolmezfsfeseqbroy6peum 249 18 robustness robustness NN work_sgdejolmezfsfeseqbroy6peum 249 19 of of IN work_sgdejolmezfsfeseqbroy6peum 249 20 an an DT work_sgdejolmezfsfeseqbroy6peum 249 21 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 249 22 . . . work_sgdejolmezfsfeseqbroy6peum 250 1 3 3 LS work_sgdejolmezfsfeseqbroy6peum 250 2 . . . work_sgdejolmezfsfeseqbroy6peum 251 1 The the DT work_sgdejolmezfsfeseqbroy6peum 251 2 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 251 3 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 251 4 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 251 5 of of IN work_sgdejolmezfsfeseqbroy6peum 251 6 the the DT work_sgdejolmezfsfeseqbroy6peum 251 7 average average JJ work_sgdejolmezfsfeseqbroy6peum 251 8 solution solution NN work_sgdejolmezfsfeseqbroy6peum 251 9 from from IN work_sgdejolmezfsfeseqbroy6peum 251 10 the the DT work_sgdejolmezfsfeseqbroy6peum 251 11 published publish VBN work_sgdejolmezfsfeseqbroy6peum 251 12 best well RBS work_sgdejolmezfsfeseqbroy6peum 251 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 251 14 known know VBN work_sgdejolmezfsfeseqbroy6peum 251 15 result result NN work_sgdejolmezfsfeseqbroy6peum 251 16 over over IN work_sgdejolmezfsfeseqbroy6peum 251 17 a a DT work_sgdejolmezfsfeseqbroy6peum 251 18 certain certain JJ work_sgdejolmezfsfeseqbroy6peum 251 19 number number NN work_sgdejolmezfsfeseqbroy6peum 251 20 of of IN work_sgdejolmezfsfeseqbroy6peum 251 21 runs run NNS work_sgdejolmezfsfeseqbroy6peum 251 22 . . . work_sgdejolmezfsfeseqbroy6peum 252 1 The the DT work_sgdejolmezfsfeseqbroy6peum 252 2 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 252 3 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 252 4 between between IN work_sgdejolmezfsfeseqbroy6peum 252 5 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 252 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 252 7 computed compute VBN work_sgdejolmezfsfeseqbroy6peum 252 8 as as IN work_sgdejolmezfsfeseqbroy6peum 252 9 δ̄ δ̄ NNP work_sgdejolmezfsfeseqbroy6peum 252 10 = = SYM work_sgdejolmezfsfeseqbroy6peum 252 11 100(z 100(z CD work_sgdejolmezfsfeseqbroy6peum 252 12 − − NNP work_sgdejolmezfsfeseqbroy6peum 252 13 z̄)/z̄[% z̄)/z̄[% NNP work_sgdejolmezfsfeseqbroy6peum 252 14 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 252 15 , , , work_sgdejolmezfsfeseqbroy6peum 252 16 where where WRB work_sgdejolmezfsfeseqbroy6peum 252 17 z z NN work_sgdejolmezfsfeseqbroy6peum 252 18 is be VBZ work_sgdejolmezfsfeseqbroy6peum 252 19 the the DT work_sgdejolmezfsfeseqbroy6peum 252 20 average average JJ work_sgdejolmezfsfeseqbroy6peum 252 21 result result NN work_sgdejolmezfsfeseqbroy6peum 252 22 over over IN work_sgdejolmezfsfeseqbroy6peum 252 23 a a DT work_sgdejolmezfsfeseqbroy6peum 252 24 given give VBN work_sgdejolmezfsfeseqbroy6peum 252 25 number number NN work_sgdejolmezfsfeseqbroy6peum 252 26 of of IN work_sgdejolmezfsfeseqbroy6peum 252 27 runs run NNS work_sgdejolmezfsfeseqbroy6peum 252 28 and and CC work_sgdejolmezfsfeseqbroy6peum 252 29 z̄ z̄ NNP work_sgdejolmezfsfeseqbroy6peum 252 30 the the DT work_sgdejolmezfsfeseqbroy6peum 252 31 best well RBS work_sgdejolmezfsfeseqbroy6peum 252 32 - - HYPH work_sgdejolmezfsfeseqbroy6peum 252 33 known know VBN work_sgdejolmezfsfeseqbroy6peum 252 34 objective objective JJ work_sgdejolmezfsfeseqbroy6peum 252 35 value value NN work_sgdejolmezfsfeseqbroy6peum 252 36 . . . work_sgdejolmezfsfeseqbroy6peum 253 1 This this DT work_sgdejolmezfsfeseqbroy6peum 253 2 indicator indicator NN work_sgdejolmezfsfeseqbroy6peum 253 3 provides provide VBZ work_sgdejolmezfsfeseqbroy6peum 253 4 additional additional JJ work_sgdejolmezfsfeseqbroy6peum 253 5 information information NN work_sgdejolmezfsfeseqbroy6peum 253 6 about about IN work_sgdejolmezfsfeseqbroy6peum 253 7 the the DT work_sgdejolmezfsfeseqbroy6peum 253 8 robustness robustness NN work_sgdejolmezfsfeseqbroy6peum 253 9 of of IN work_sgdejolmezfsfeseqbroy6peum 253 10 an an DT work_sgdejolmezfsfeseqbroy6peum 253 11 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 253 12 . . . work_sgdejolmezfsfeseqbroy6peum 254 1 Beside beside IN work_sgdejolmezfsfeseqbroy6peum 254 2 the the DT work_sgdejolmezfsfeseqbroy6peum 254 3 aforementioned aforementioned JJ work_sgdejolmezfsfeseqbroy6peum 254 4 criteria criterion NNS work_sgdejolmezfsfeseqbroy6peum 254 5 , , , work_sgdejolmezfsfeseqbroy6peum 254 6 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 254 7 also also RB work_sgdejolmezfsfeseqbroy6peum 254 8 mention mention VBP work_sgdejolmezfsfeseqbroy6peum 254 9 the the DT work_sgdejolmezfsfeseqbroy6peum 254 10 amount amount NN work_sgdejolmezfsfeseqbroy6peum 254 11 of of IN work_sgdejolmezfsfeseqbroy6peum 254 12 compu- compu- JJ work_sgdejolmezfsfeseqbroy6peum 254 13 tational tational JJ work_sgdejolmezfsfeseqbroy6peum 254 14 time time NN work_sgdejolmezfsfeseqbroy6peum 254 15 required require VBN work_sgdejolmezfsfeseqbroy6peum 254 16 by by IN work_sgdejolmezfsfeseqbroy6peum 254 17 each each DT work_sgdejolmezfsfeseqbroy6peum 254 18 approach approach NN work_sgdejolmezfsfeseqbroy6peum 254 19 to to TO work_sgdejolmezfsfeseqbroy6peum 254 20 reach reach VB work_sgdejolmezfsfeseqbroy6peum 254 21 the the DT work_sgdejolmezfsfeseqbroy6peum 254 22 reported report VBN work_sgdejolmezfsfeseqbroy6peum 254 23 results result NNS work_sgdejolmezfsfeseqbroy6peum 254 24 . . . work_sgdejolmezfsfeseqbroy6peum 255 1 This this DT work_sgdejolmezfsfeseqbroy6peum 255 2 pro- pro- NN work_sgdejolmezfsfeseqbroy6peum 255 3 vides vide VBZ work_sgdejolmezfsfeseqbroy6peum 255 4 an an DT work_sgdejolmezfsfeseqbroy6peum 255 5 indication indication NN work_sgdejolmezfsfeseqbroy6peum 255 6 about about IN work_sgdejolmezfsfeseqbroy6peum 255 7 the the DT work_sgdejolmezfsfeseqbroy6peum 255 8 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 255 9 efficiency efficiency NN work_sgdejolmezfsfeseqbroy6peum 255 10 of of IN work_sgdejolmezfsfeseqbroy6peum 255 11 an an DT work_sgdejolmezfsfeseqbroy6peum 255 12 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 255 13 . . . work_sgdejolmezfsfeseqbroy6peum 256 1 More- more- RB work_sgdejolmezfsfeseqbroy6peum 256 2 over over RB work_sgdejolmezfsfeseqbroy6peum 256 3 , , , work_sgdejolmezfsfeseqbroy6peum 256 4 Table table NN work_sgdejolmezfsfeseqbroy6peum 256 5 7 7 CD work_sgdejolmezfsfeseqbroy6peum 256 6 in in IN work_sgdejolmezfsfeseqbroy6peum 256 7 the the DT work_sgdejolmezfsfeseqbroy6peum 256 8 Appendix Appendix NNP work_sgdejolmezfsfeseqbroy6peum 256 9 provides provide VBZ work_sgdejolmezfsfeseqbroy6peum 256 10 a a DT work_sgdejolmezfsfeseqbroy6peum 256 11 detailed detailed JJ work_sgdejolmezfsfeseqbroy6peum 256 12 summary summary NN work_sgdejolmezfsfeseqbroy6peum 256 13 of of IN work_sgdejolmezfsfeseqbroy6peum 256 14 the the DT work_sgdejolmezfsfeseqbroy6peum 256 15 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 256 16 results result NNS work_sgdejolmezfsfeseqbroy6peum 256 17 for for IN work_sgdejolmezfsfeseqbroy6peum 256 18 21 21 CD work_sgdejolmezfsfeseqbroy6peum 256 19 selected select VBN work_sgdejolmezfsfeseqbroy6peum 256 20 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 256 21 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 256 22 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 256 23 by by IN work_sgdejolmezfsfeseqbroy6peum 256 24 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 256 25 within within IN work_sgdejolmezfsfeseqbroy6peum 256 26 a a DT work_sgdejolmezfsfeseqbroy6peum 256 27 time time NN work_sgdejolmezfsfeseqbroy6peum 256 28 limit limit NN work_sgdejolmezfsfeseqbroy6peum 256 29 of of IN work_sgdejolmezfsfeseqbroy6peum 256 30 2 2 CD work_sgdejolmezfsfeseqbroy6peum 256 31 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 256 32 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 256 33 10 10 CD work_sgdejolmezfsfeseqbroy6peum 256 34 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 256 35 for for IN work_sgdejolmezfsfeseqbroy6peum 256 36 instance instance NN work_sgdejolmezfsfeseqbroy6peum 256 37 tho150 tho150 ADD work_sgdejolmezfsfeseqbroy6peum 256 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 256 39 and and CC work_sgdejolmezfsfeseqbroy6peum 256 40 30 30 CD work_sgdejolmezfsfeseqbroy6peum 256 41 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 256 42 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 256 43 . . . work_sgdejolmezfsfeseqbroy6peum 257 1 4.3 4.3 LS work_sgdejolmezfsfeseqbroy6peum 257 2 . . . work_sgdejolmezfsfeseqbroy6peum 258 1 Computational computational JJ work_sgdejolmezfsfeseqbroy6peum 258 2 results result NNS work_sgdejolmezfsfeseqbroy6peum 258 3 and and CC work_sgdejolmezfsfeseqbroy6peum 258 4 comparisons comparison NNS work_sgdejolmezfsfeseqbroy6peum 258 5 Table table NN work_sgdejolmezfsfeseqbroy6peum 258 6 2 2 CD work_sgdejolmezfsfeseqbroy6peum 258 7 reports report VBZ work_sgdejolmezfsfeseqbroy6peum 258 8 comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 258 9 results result NNS work_sgdejolmezfsfeseqbroy6peum 258 10 with with IN work_sgdejolmezfsfeseqbroy6peum 258 11 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 258 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 258 13 Section section NN work_sgdejolmezfsfeseqbroy6peum 258 14 3.2 3.2 CD work_sgdejolmezfsfeseqbroy6peum 258 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 258 16 , , , work_sgdejolmezfsfeseqbroy6peum 258 17 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 258 18 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 258 19 James James NNP work_sgdejolmezfsfeseqbroy6peum 258 20 , , , work_sgdejolmezfsfeseqbroy6peum 258 21 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 258 22 , , , work_sgdejolmezfsfeseqbroy6peum 258 23 & & CC work_sgdejolmezfsfeseqbroy6peum 258 24 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 258 25 , , , work_sgdejolmezfsfeseqbroy6peum 258 26 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 258 27 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 258 28 , , , work_sgdejolmezfsfeseqbroy6peum 258 29 ITS ITS NNP work_sgdejolmezfsfeseqbroy6peum 258 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 258 31 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 258 32 & & CC work_sgdejolmezfsfeseqbroy6peum 258 33 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 258 34 , , , work_sgdejolmezfsfeseqbroy6peum 258 35 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 258 36 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 258 37 and and CC work_sgdejolmezfsfeseqbroy6peum 258 38 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 258 39 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 258 40 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 258 41 , , , work_sgdejolmezfsfeseqbroy6peum 258 42 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 258 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 258 44 , , , work_sgdejolmezfsfeseqbroy6peum 258 45 for for IN work_sgdejolmezfsfeseqbroy6peum 258 46 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 258 47 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 258 48 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 258 49 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 258 50 II II NNP work_sgdejolmezfsfeseqbroy6peum 258 51 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 258 52 and and CC work_sgdejolmezfsfeseqbroy6peum 258 53 real real JJ work_sgdejolmezfsfeseqbroy6peum 258 54 - - HYPH work_sgdejolmezfsfeseqbroy6peum 258 55 life life NN work_sgdejolmezfsfeseqbroy6peum 258 56 like like IN work_sgdejolmezfsfeseqbroy6peum 258 57 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 258 58 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 258 59 Type type NN work_sgdejolmezfsfeseqbroy6peum 258 60 III III NNP work_sgdejolmezfsfeseqbroy6peum 258 61 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 258 62 . . . work_sgdejolmezfsfeseqbroy6peum 259 1 Since since IN work_sgdejolmezfsfeseqbroy6peum 259 2 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 259 3 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 259 4 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 259 5 , , , work_sgdejolmezfsfeseqbroy6peum 259 6 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 259 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 259 8 does do VBZ work_sgdejolmezfsfeseqbroy6peum 259 9 not not RB work_sgdejolmezfsfeseqbroy6peum 259 10 report report VB work_sgdejolmezfsfeseqbroy6peum 259 11 results result NNS work_sgdejolmezfsfeseqbroy6peum 259 12 on on IN work_sgdejolmezfsfeseqbroy6peum 259 13 these these DT work_sgdejolmezfsfeseqbroy6peum 259 14 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 259 15 , , , work_sgdejolmezfsfeseqbroy6peum 259 16 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 259 17 is be VBZ work_sgdejolmezfsfeseqbroy6peum 259 18 excluded exclude VBN work_sgdejolmezfsfeseqbroy6peum 259 19 from from IN work_sgdejolmezfsfeseqbroy6peum 259 20 this this DT work_sgdejolmezfsfeseqbroy6peum 259 21 comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 259 22 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 259 23 in in IN work_sgdejolmezfsfeseqbroy6peum 259 24 fact fact NN work_sgdejolmezfsfeseqbroy6peum 259 25 , , , work_sgdejolmezfsfeseqbroy6peum 259 26 MRT60 mrt60 RB work_sgdejolmezfsfeseqbroy6peum 259 27 only only RB work_sgdejolmezfsfeseqbroy6peum 259 28 reports report VBZ work_sgdejolmezfsfeseqbroy6peum 259 29 results result NNS work_sgdejolmezfsfeseqbroy6peum 259 30 for for IN work_sgdejolmezfsfeseqbroy6peum 259 31 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 259 32 of of IN work_sgdejolmezfsfeseqbroy6peum 259 33 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 259 34 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 259 35 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 259 36 . . . work_sgdejolmezfsfeseqbroy6peum 260 1 The the DT work_sgdejolmezfsfeseqbroy6peum 260 2 second second JJ work_sgdejolmezfsfeseqbroy6peum 260 3 column column NN work_sgdejolmezfsfeseqbroy6peum 260 4 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 260 5 BKS BKS NNP work_sgdejolmezfsfeseqbroy6peum 260 6 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 260 7 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 260 8 for for IN work_sgdejolmezfsfeseqbroy6peum 260 9 each each DT work_sgdejolmezfsfeseqbroy6peum 260 10 instance instance NN work_sgdejolmezfsfeseqbroy6peum 260 11 the the DT work_sgdejolmezfsfeseqbroy6peum 260 12 best well RBS work_sgdejolmezfsfeseqbroy6peum 260 13 - - HYPH work_sgdejolmezfsfeseqbroy6peum 260 14 known know VBN work_sgdejolmezfsfeseqbroy6peum 260 15 objective objective JJ work_sgdejolmezfsfeseqbroy6peum 260 16 value value NN work_sgdejolmezfsfeseqbroy6peum 260 17 ever ever RB work_sgdejolmezfsfeseqbroy6peum 260 18 reported report VBN work_sgdejolmezfsfeseqbroy6peum 260 19 in in IN work_sgdejolmezfsfeseqbroy6peum 260 20 the the DT work_sgdejolmezfsfeseqbroy6peum 260 21 literature literature NN work_sgdejolmezfsfeseqbroy6peum 260 22 . . . work_sgdejolmezfsfeseqbroy6peum 261 1 For for IN work_sgdejolmezfsfeseqbroy6peum 261 2 each each DT work_sgdejolmezfsfeseqbroy6peum 261 3 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 261 4 , , , work_sgdejolmezfsfeseqbroy6peum 261 5 column column NN work_sgdejolmezfsfeseqbroy6peum 261 6 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 261 7 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 261 8 the the DT work_sgdejolmezfsfeseqbroy6peum 261 9 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 261 10 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 261 11 between between IN work_sgdejolmezfsfeseqbroy6peum 261 12 an an DT work_sgdejolmezfsfeseqbroy6peum 261 13 average average JJ work_sgdejolmezfsfeseqbroy6peum 261 14 solution solution NN work_sgdejolmezfsfeseqbroy6peum 261 15 , , , work_sgdejolmezfsfeseqbroy6peum 261 16 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 261 17 with with IN work_sgdejolmezfsfeseqbroy6peum 261 18 the the DT work_sgdejolmezfsfeseqbroy6peum 261 19 given give VBN work_sgdejolmezfsfeseqbroy6peum 261 20 approach approach NN work_sgdejolmezfsfeseqbroy6peum 261 21 over over IN work_sgdejolmezfsfeseqbroy6peum 261 22 10 10 CD work_sgdejolmezfsfeseqbroy6peum 261 23 independent independent JJ work_sgdejolmezfsfeseqbroy6peum 261 24 trials trial NNS work_sgdejolmezfsfeseqbroy6peum 261 25 , , , work_sgdejolmezfsfeseqbroy6peum 261 26 and and CC work_sgdejolmezfsfeseqbroy6peum 261 27 the the DT work_sgdejolmezfsfeseqbroy6peum 261 28 best well RBS work_sgdejolmezfsfeseqbroy6peum 261 29 - - HYPH work_sgdejolmezfsfeseqbroy6peum 261 30 known know VBN work_sgdejolmezfsfeseqbroy6peum 261 31 solution solution NN work_sgdejolmezfsfeseqbroy6peum 261 32 . . . work_sgdejolmezfsfeseqbroy6peum 262 1 The the DT work_sgdejolmezfsfeseqbroy6peum 262 2 success success NN work_sgdejolmezfsfeseqbroy6peum 262 3 rate rate NN work_sgdejolmezfsfeseqbroy6peum 262 4 for for IN work_sgdejolmezfsfeseqbroy6peum 262 5 reaching reach VBG work_sgdejolmezfsfeseqbroy6peum 262 6 the the DT work_sgdejolmezfsfeseqbroy6peum 262 7 best well RBS work_sgdejolmezfsfeseqbroy6peum 262 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 262 9 known know VBN work_sgdejolmezfsfeseqbroy6peum 262 10 solution solution NN work_sgdejolmezfsfeseqbroy6peum 262 11 over over IN work_sgdejolmezfsfeseqbroy6peum 262 12 10 10 CD work_sgdejolmezfsfeseqbroy6peum 262 13 trials trial NNS work_sgdejolmezfsfeseqbroy6peum 262 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 262 15 given give VBN work_sgdejolmezfsfeseqbroy6peum 262 16 in in IN work_sgdejolmezfsfeseqbroy6peum 262 17 14 14 CD work_sgdejolmezfsfeseqbroy6peum 262 18 Table table NN work_sgdejolmezfsfeseqbroy6peum 262 19 2 2 CD work_sgdejolmezfsfeseqbroy6peum 262 20 : : : work_sgdejolmezfsfeseqbroy6peum 262 21 Comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 262 22 results result NNS work_sgdejolmezfsfeseqbroy6peum 262 23 between between IN work_sgdejolmezfsfeseqbroy6peum 262 24 the the DT work_sgdejolmezfsfeseqbroy6peum 262 25 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 262 26 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 262 27 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 262 28 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 29 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 262 30 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 31 , , , work_sgdejolmezfsfeseqbroy6peum 262 32 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 262 33 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 34 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 262 35 & & CC work_sgdejolmezfsfeseqbroy6peum 262 36 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 262 37 , , , work_sgdejolmezfsfeseqbroy6peum 262 38 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 262 39 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 40 , , , work_sgdejolmezfsfeseqbroy6peum 262 41 and and CC work_sgdejolmezfsfeseqbroy6peum 262 42 three three CD work_sgdejolmezfsfeseqbroy6peum 262 43 best good JJS work_sgdejolmezfsfeseqbroy6peum 262 44 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 262 45 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 262 46 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 262 47 on on IN work_sgdejolmezfsfeseqbroy6peum 262 48 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 262 49 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 262 50 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 51 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 262 52 II II NNP work_sgdejolmezfsfeseqbroy6peum 262 53 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 54 and and CC work_sgdejolmezfsfeseqbroy6peum 262 55 real real JJ work_sgdejolmezfsfeseqbroy6peum 262 56 - - HYPH work_sgdejolmezfsfeseqbroy6peum 262 57 life life NN work_sgdejolmezfsfeseqbroy6peum 262 58 like like IN work_sgdejolmezfsfeseqbroy6peum 262 59 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 262 60 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 61 Type type NN work_sgdejolmezfsfeseqbroy6peum 262 62 III III NNP work_sgdejolmezfsfeseqbroy6peum 262 63 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 64 : : : work_sgdejolmezfsfeseqbroy6peum 262 65 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 262 66 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 67 James James NNP work_sgdejolmezfsfeseqbroy6peum 262 68 , , , work_sgdejolmezfsfeseqbroy6peum 262 69 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 262 70 , , , work_sgdejolmezfsfeseqbroy6peum 262 71 & & CC work_sgdejolmezfsfeseqbroy6peum 262 72 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 262 73 , , , work_sgdejolmezfsfeseqbroy6peum 262 74 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 262 75 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 76 , , , work_sgdejolmezfsfeseqbroy6peum 262 77 ITS ITS NNP work_sgdejolmezfsfeseqbroy6peum 262 78 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 79 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 262 80 & & CC work_sgdejolmezfsfeseqbroy6peum 262 81 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 262 82 , , , work_sgdejolmezfsfeseqbroy6peum 262 83 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 262 84 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 85 and and CC work_sgdejolmezfsfeseqbroy6peum 262 86 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 262 87 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 262 88 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 262 89 , , , work_sgdejolmezfsfeseqbroy6peum 262 90 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 262 91 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 262 92 . . . work_sgdejolmezfsfeseqbroy6peum 263 1 The the DT work_sgdejolmezfsfeseqbroy6peum 263 2 success success NN work_sgdejolmezfsfeseqbroy6peum 263 3 rate rate NN work_sgdejolmezfsfeseqbroy6peum 263 4 of of IN work_sgdejolmezfsfeseqbroy6peum 263 5 reaching reach VBG work_sgdejolmezfsfeseqbroy6peum 263 6 the the DT work_sgdejolmezfsfeseqbroy6peum 263 7 best well RBS work_sgdejolmezfsfeseqbroy6peum 263 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 263 9 known know VBN work_sgdejolmezfsfeseqbroy6peum 263 10 result result NN work_sgdejolmezfsfeseqbroy6peum 263 11 over over IN work_sgdejolmezfsfeseqbroy6peum 263 12 10 10 CD work_sgdejolmezfsfeseqbroy6peum 263 13 executions execution NNS work_sgdejolmezfsfeseqbroy6peum 263 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 263 15 indicated indicate VBN work_sgdejolmezfsfeseqbroy6peum 263 16 between between IN work_sgdejolmezfsfeseqbroy6peum 263 17 parentheses parenthesis NNS work_sgdejolmezfsfeseqbroy6peum 263 18 . . . work_sgdejolmezfsfeseqbroy6peum 264 1 Computing computing NN work_sgdejolmezfsfeseqbroy6peum 264 2 times time NNS work_sgdejolmezfsfeseqbroy6peum 264 3 are be VBP work_sgdejolmezfsfeseqbroy6peum 264 4 given give VBN work_sgdejolmezfsfeseqbroy6peum 264 5 in in IN work_sgdejolmezfsfeseqbroy6peum 264 6 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 264 7 for for IN work_sgdejolmezfsfeseqbroy6peum 264 8 indicative indicative JJ work_sgdejolmezfsfeseqbroy6peum 264 9 purposes purpose NNS work_sgdejolmezfsfeseqbroy6peum 264 10 . . . work_sgdejolmezfsfeseqbroy6peum 265 1 Problem problem NN work_sgdejolmezfsfeseqbroy6peum 265 2 BKS BKS NNP work_sgdejolmezfsfeseqbroy6peum 265 3 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 265 4 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 265 5 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 265 6 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 265 7 IHGA ihga NN work_sgdejolmezfsfeseqbroy6peum 265 8 % % NN work_sgdejolmezfsfeseqbroy6peum 265 9 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 265 10 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 265 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 12 % % NN work_sgdejolmezfsfeseqbroy6peum 265 13 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 265 14 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 265 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 16 % % NN work_sgdejolmezfsfeseqbroy6peum 265 17 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 265 18 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 265 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 20 % % NN work_sgdejolmezfsfeseqbroy6peum 265 21 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 265 22 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 265 23 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 24 % % NN work_sgdejolmezfsfeseqbroy6peum 265 25 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 265 26 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 265 27 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 28 Random random JJ work_sgdejolmezfsfeseqbroy6peum 265 29 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 265 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 31 Type type NN work_sgdejolmezfsfeseqbroy6peum 265 32 II II NNP work_sgdejolmezfsfeseqbroy6peum 265 33 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 34 tai40a tai40a JJR work_sgdejolmezfsfeseqbroy6peum 265 35 3139370 3139370 CD work_sgdejolmezfsfeseqbroy6peum 265 36 0.059(2 0.059(2 NNP work_sgdejolmezfsfeseqbroy6peum 265 37 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 38 8.1 8.1 CD work_sgdejolmezfsfeseqbroy6peum 265 39 0.022(7 0.022(7 CD work_sgdejolmezfsfeseqbroy6peum 265 40 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 41 38.9 38.9 CD work_sgdejolmezfsfeseqbroy6peum 265 42 0.148(1 0.148(1 CD work_sgdejolmezfsfeseqbroy6peum 265 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 44 3.5 3.5 CD work_sgdejolmezfsfeseqbroy6peum 265 45 0.210(1 0.210(1 CD work_sgdejolmezfsfeseqbroy6peum 265 46 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 47 0.8 0.8 CD work_sgdejolmezfsfeseqbroy6peum 265 48 0.209(1 0.209(1 CD work_sgdejolmezfsfeseqbroy6peum 265 49 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 50 1.4 1.4 CD work_sgdejolmezfsfeseqbroy6peum 265 51 tai50a tai50a NNP work_sgdejolmezfsfeseqbroy6peum 265 52 4938796 4938796 CD work_sgdejolmezfsfeseqbroy6peum 265 53 0.131(2 0.131(2 CD work_sgdejolmezfsfeseqbroy6peum 265 54 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 55 42.0 42.0 CD work_sgdejolmezfsfeseqbroy6peum 265 56 0.157(2 0.157(2 CD work_sgdejolmezfsfeseqbroy6peum 265 57 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 58 45.1 45.1 CD work_sgdejolmezfsfeseqbroy6peum 265 59 0.440(0 0.440(0 CD work_sgdejolmezfsfeseqbroy6peum 265 60 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 61 10.3 10.3 CD work_sgdejolmezfsfeseqbroy6peum 265 62 0.373(0 0.373(0 CD work_sgdejolmezfsfeseqbroy6peum 265 63 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 64 3.0 3.0 CD work_sgdejolmezfsfeseqbroy6peum 265 65 0.262(0 0.262(0 CD work_sgdejolmezfsfeseqbroy6peum 265 66 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 67 5.0 5.0 CD work_sgdejolmezfsfeseqbroy6peum 265 68 tai60a tai60a CD work_sgdejolmezfsfeseqbroy6peum 265 69 7205962 7205962 CD work_sgdejolmezfsfeseqbroy6peum 265 70 0.144(2 0.144(2 CD work_sgdejolmezfsfeseqbroy6peum 265 71 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 72 67.5 67.5 CD work_sgdejolmezfsfeseqbroy6peum 265 73 0.251(1 0.251(1 CD work_sgdejolmezfsfeseqbroy6peum 265 74 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 75 47.9 47.9 CD work_sgdejolmezfsfeseqbroy6peum 265 76 0.476(0 0.476(0 CD work_sgdejolmezfsfeseqbroy6peum 265 77 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 78 26.4 26.4 CD work_sgdejolmezfsfeseqbroy6peum 265 79 0.330(1 0.330(1 CD work_sgdejolmezfsfeseqbroy6peum 265 80 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 81 9.7 9.7 CD work_sgdejolmezfsfeseqbroy6peum 265 82 0.583(0 0.583(0 CD work_sgdejolmezfsfeseqbroy6peum 265 83 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 84 12 12 CD work_sgdejolmezfsfeseqbroy6peum 265 85 tai80a tai80a CD work_sgdejolmezfsfeseqbroy6peum 265 86 13499184 13499184 CD work_sgdejolmezfsfeseqbroy6peum 265 87 0.426(0 0.426(0 CD work_sgdejolmezfsfeseqbroy6peum 265 88 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 89 65.8 65.8 CD work_sgdejolmezfsfeseqbroy6peum 265 90 0.517(0 0.517(0 CD work_sgdejolmezfsfeseqbroy6peum 265 91 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 92 47.3 47.3 CD work_sgdejolmezfsfeseqbroy6peum 265 93 0.691(0 0.691(0 CD work_sgdejolmezfsfeseqbroy6peum 265 94 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 95 94.8 94.8 CD work_sgdejolmezfsfeseqbroy6peum 265 96 0.494(0 0.494(0 CD work_sgdejolmezfsfeseqbroy6peum 265 97 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 98 25.0 25.0 CD work_sgdejolmezfsfeseqbroy6peum 265 99 0.756(0 0.756(0 CD work_sgdejolmezfsfeseqbroy6peum 265 100 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 101 53.3 53.3 CD work_sgdejolmezfsfeseqbroy6peum 265 102 tai100a tai100a CD work_sgdejolmezfsfeseqbroy6peum 265 103 21052466 21052466 CD work_sgdejolmezfsfeseqbroy6peum 265 104 0.405(0 0.405(0 CD work_sgdejolmezfsfeseqbroy6peum 265 105 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 106 44.1 44.1 CD work_sgdejolmezfsfeseqbroy6peum 265 107 0.430(0 0.430(0 CD work_sgdejolmezfsfeseqbroy6peum 265 108 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 109 39.0 39.0 CD work_sgdejolmezfsfeseqbroy6peum 265 110 0.589(0 0.589(0 CD work_sgdejolmezfsfeseqbroy6peum 265 111 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 112 261.2 261.2 CD work_sgdejolmezfsfeseqbroy6peum 265 113 0.427(0 0.427(0 CD work_sgdejolmezfsfeseqbroy6peum 265 114 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 115 60.0 60.0 CD work_sgdejolmezfsfeseqbroy6peum 265 116 0.606(0 0.606(0 CD work_sgdejolmezfsfeseqbroy6peum 265 117 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 118 200.0 200.0 CD work_sgdejolmezfsfeseqbroy6peum 265 119 Average average JJ work_sgdejolmezfsfeseqbroy6peum 265 120 0.233 0.233 CD work_sgdejolmezfsfeseqbroy6peum 265 121 45.5 45.5 CD work_sgdejolmezfsfeseqbroy6peum 265 122 0.275 0.275 CD work_sgdejolmezfsfeseqbroy6peum 265 123 43.6 43.6 CD work_sgdejolmezfsfeseqbroy6peum 265 124 0.469 0.469 CD work_sgdejolmezfsfeseqbroy6peum 265 125 79.2 79.2 CD work_sgdejolmezfsfeseqbroy6peum 265 126 0.367 0.367 CD work_sgdejolmezfsfeseqbroy6peum 265 127 19.2 19.2 CD work_sgdejolmezfsfeseqbroy6peum 265 128 0.483 0.483 CD work_sgdejolmezfsfeseqbroy6peum 265 129 54.3 54.3 CD work_sgdejolmezfsfeseqbroy6peum 265 130 Real real JJ work_sgdejolmezfsfeseqbroy6peum 265 131 - - HYPH work_sgdejolmezfsfeseqbroy6peum 265 132 life life NN work_sgdejolmezfsfeseqbroy6peum 265 133 like like IN work_sgdejolmezfsfeseqbroy6peum 265 134 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 265 135 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 136 Type type NN work_sgdejolmezfsfeseqbroy6peum 265 137 III III NNP work_sgdejolmezfsfeseqbroy6peum 265 138 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 139 tai50b tai50b NNP work_sgdejolmezfsfeseqbroy6peum 265 140 458821517 458821517 CD work_sgdejolmezfsfeseqbroy6peum 265 141 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 142 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 143 1.2 1.2 CD work_sgdejolmezfsfeseqbroy6peum 265 144 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 145 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 146 2.8 2.8 CD work_sgdejolmezfsfeseqbroy6peum 265 147 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 148 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 149 13.8 13.8 CD work_sgdejolmezfsfeseqbroy6peum 265 150 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 151 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 152 0.9 0.9 CD work_sgdejolmezfsfeseqbroy6peum 265 153 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 154 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 155 0.3 0.3 CD work_sgdejolmezfsfeseqbroy6peum 265 156 tai60b tai60b CD work_sgdejolmezfsfeseqbroy6peum 265 157 608215054 608215054 CD work_sgdejolmezfsfeseqbroy6peum 265 158 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 159 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 160 5.2 5.2 CD work_sgdejolmezfsfeseqbroy6peum 265 161 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 162 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 163 5.6 5.6 CD work_sgdejolmezfsfeseqbroy6peum 265 164 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 165 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 166 30.4 30.4 CD work_sgdejolmezfsfeseqbroy6peum 265 167 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 168 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 169 2.2 2.2 CD work_sgdejolmezfsfeseqbroy6peum 265 170 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 171 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 172 0.7 0.7 CD work_sgdejolmezfsfeseqbroy6peum 265 173 tai80b tai80b NNP work_sgdejolmezfsfeseqbroy6peum 265 174 818415043 818415043 CD work_sgdejolmezfsfeseqbroy6peum 265 175 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 176 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 177 31.3 31.3 CD work_sgdejolmezfsfeseqbroy6peum 265 178 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 179 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 180 11.4 11.4 CD work_sgdejolmezfsfeseqbroy6peum 265 181 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 182 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 183 110.9 110.9 CD work_sgdejolmezfsfeseqbroy6peum 265 184 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 185 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 186 5.8 5.8 CD work_sgdejolmezfsfeseqbroy6peum 265 187 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 188 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 189 2.5 2.5 CD work_sgdejolmezfsfeseqbroy6peum 265 190 tai100b tai100b SYM work_sgdejolmezfsfeseqbroy6peum 265 191 1185996137 1185996137 CD work_sgdejolmezfsfeseqbroy6peum 265 192 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 193 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 194 13.6 13.6 CD work_sgdejolmezfsfeseqbroy6peum 265 195 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 265 196 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 197 16.0 16.0 CD work_sgdejolmezfsfeseqbroy6peum 265 198 0.001(8 0.001(8 CD work_sgdejolmezfsfeseqbroy6peum 265 199 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 200 241.0 241.0 CD work_sgdejolmezfsfeseqbroy6peum 265 201 0.000(9 0.000(9 CD work_sgdejolmezfsfeseqbroy6peum 265 202 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 203 23.3 23.3 CD work_sgdejolmezfsfeseqbroy6peum 265 204 0.000(10 0.000(10 : work_sgdejolmezfsfeseqbroy6peum 265 205 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 206 7.3 7.3 CD work_sgdejolmezfsfeseqbroy6peum 265 207 tai150b tai150b CD work_sgdejolmezfsfeseqbroy6peum 265 208 498896643 498896643 CD work_sgdejolmezfsfeseqbroy6peum 265 209 0.060(1 0.060(1 CD work_sgdejolmezfsfeseqbroy6peum 265 210 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 211 78.1 78.1 CD work_sgdejolmezfsfeseqbroy6peum 265 212 0.100(0 0.100(0 CD work_sgdejolmezfsfeseqbroy6peum 265 213 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 214 80.5 80.5 CD work_sgdejolmezfsfeseqbroy6peum 265 215 0.076(0 0.076(0 CD work_sgdejolmezfsfeseqbroy6peum 265 216 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 217 7377.8 7377.8 CD work_sgdejolmezfsfeseqbroy6peum 265 218 0.100(1 0.100(1 CD work_sgdejolmezfsfeseqbroy6peum 265 219 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 220 60.0 60.0 CD work_sgdejolmezfsfeseqbroy6peum 265 221 0.111(2 0.111(2 CD work_sgdejolmezfsfeseqbroy6peum 265 222 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 223 38.3 38.3 CD work_sgdejolmezfsfeseqbroy6peum 265 224 Average average JJ work_sgdejolmezfsfeseqbroy6peum 265 225 0.012 0.012 CD work_sgdejolmezfsfeseqbroy6peum 265 226 25.9 25.9 CD work_sgdejolmezfsfeseqbroy6peum 265 227 0.020 0.020 CD work_sgdejolmezfsfeseqbroy6peum 265 228 23.3 23.3 CD work_sgdejolmezfsfeseqbroy6peum 265 229 0.015 0.015 CD work_sgdejolmezfsfeseqbroy6peum 265 230 1554.8 1554.8 CD work_sgdejolmezfsfeseqbroy6peum 265 231 0.020 0.020 CD work_sgdejolmezfsfeseqbroy6peum 265 232 18.4 18.4 CD work_sgdejolmezfsfeseqbroy6peum 265 233 0.022 0.022 CD work_sgdejolmezfsfeseqbroy6peum 265 234 9.8 9.8 CD work_sgdejolmezfsfeseqbroy6peum 265 235 1 1 CD work_sgdejolmezfsfeseqbroy6peum 265 236 5 5 CD work_sgdejolmezfsfeseqbroy6peum 265 237 Table table NN work_sgdejolmezfsfeseqbroy6peum 265 238 3 3 CD work_sgdejolmezfsfeseqbroy6peum 265 239 : : : work_sgdejolmezfsfeseqbroy6peum 265 240 Comparative comparative JJ work_sgdejolmezfsfeseqbroy6peum 265 241 results result NNS work_sgdejolmezfsfeseqbroy6peum 265 242 between between IN work_sgdejolmezfsfeseqbroy6peum 265 243 the the DT work_sgdejolmezfsfeseqbroy6peum 265 244 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 265 245 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 265 246 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 265 247 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 248 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 265 249 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 250 , , , work_sgdejolmezfsfeseqbroy6peum 265 251 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 265 252 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 253 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 265 254 & & CC work_sgdejolmezfsfeseqbroy6peum 265 255 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 265 256 , , , work_sgdejolmezfsfeseqbroy6peum 265 257 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 265 258 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 259 , , , work_sgdejolmezfsfeseqbroy6peum 265 260 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 265 261 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 262 James James NNP work_sgdejolmezfsfeseqbroy6peum 265 263 , , , work_sgdejolmezfsfeseqbroy6peum 265 264 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 265 265 , , , work_sgdejolmezfsfeseqbroy6peum 265 266 & & CC work_sgdejolmezfsfeseqbroy6peum 265 267 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 265 268 , , , work_sgdejolmezfsfeseqbroy6peum 265 269 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 265 270 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 271 and and CC work_sgdejolmezfsfeseqbroy6peum 265 272 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 265 273 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 274 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 265 275 , , , work_sgdejolmezfsfeseqbroy6peum 265 276 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 265 277 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 278 on on IN work_sgdejolmezfsfeseqbroy6peum 265 279 grid grid NN work_sgdejolmezfsfeseqbroy6peum 265 280 - - HYPH work_sgdejolmezfsfeseqbroy6peum 265 281 based base VBN work_sgdejolmezfsfeseqbroy6peum 265 282 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 265 283 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 265 284 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 265 285 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 265 286 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 265 287 . . . work_sgdejolmezfsfeseqbroy6peum 266 1 The the DT work_sgdejolmezfsfeseqbroy6peum 266 2 success success NN work_sgdejolmezfsfeseqbroy6peum 266 3 rate rate NN work_sgdejolmezfsfeseqbroy6peum 266 4 of of IN work_sgdejolmezfsfeseqbroy6peum 266 5 reaching reach VBG work_sgdejolmezfsfeseqbroy6peum 266 6 the the DT work_sgdejolmezfsfeseqbroy6peum 266 7 best well RBS work_sgdejolmezfsfeseqbroy6peum 266 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 266 9 known know VBN work_sgdejolmezfsfeseqbroy6peum 266 10 result result NN work_sgdejolmezfsfeseqbroy6peum 266 11 over over IN work_sgdejolmezfsfeseqbroy6peum 266 12 10 10 CD work_sgdejolmezfsfeseqbroy6peum 266 13 executions execution NNS work_sgdejolmezfsfeseqbroy6peum 266 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 266 15 indicated indicate VBN work_sgdejolmezfsfeseqbroy6peum 266 16 between between IN work_sgdejolmezfsfeseqbroy6peum 266 17 parentheses parenthesis NNS work_sgdejolmezfsfeseqbroy6peum 266 18 . . . work_sgdejolmezfsfeseqbroy6peum 267 1 Computing computing NN work_sgdejolmezfsfeseqbroy6peum 267 2 times time NNS work_sgdejolmezfsfeseqbroy6peum 267 3 are be VBP work_sgdejolmezfsfeseqbroy6peum 267 4 given give VBN work_sgdejolmezfsfeseqbroy6peum 267 5 in in IN work_sgdejolmezfsfeseqbroy6peum 267 6 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 267 7 for for IN work_sgdejolmezfsfeseqbroy6peum 267 8 indicative indicative JJ work_sgdejolmezfsfeseqbroy6peum 267 9 purposes purpose NNS work_sgdejolmezfsfeseqbroy6peum 267 10 . . . work_sgdejolmezfsfeseqbroy6peum 268 1 Problem problem NN work_sgdejolmezfsfeseqbroy6peum 268 2 BKS BKS NNP work_sgdejolmezfsfeseqbroy6peum 268 3 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 268 4 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 268 5 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 268 6 MRT60 mrt60 IN work_sgdejolmezfsfeseqbroy6peum 268 7 % % NN work_sgdejolmezfsfeseqbroy6peum 268 8 δ̄avg δ̄avg IN work_sgdejolmezfsfeseqbroy6peum 268 9 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 268 10 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 11 % % NN work_sgdejolmezfsfeseqbroy6peum 268 12 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 268 13 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 268 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 15 % % NN work_sgdejolmezfsfeseqbroy6peum 268 16 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 268 17 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 268 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 19 % % NN work_sgdejolmezfsfeseqbroy6peum 268 20 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 268 21 t(m t(m NNP work_sgdejolmezfsfeseqbroy6peum 268 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 23 sko72 sko72 CD work_sgdejolmezfsfeseqbroy6peum 268 24 48498 48498 CD work_sgdejolmezfsfeseqbroy6peum 268 25 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 26 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 27 3.5 3.5 CD work_sgdejolmezfsfeseqbroy6peum 268 28 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 30 4.1 4.1 CD work_sgdejolmezfsfeseqbroy6peum 268 31 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 32 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 33 69.6 69.6 CD work_sgdejolmezfsfeseqbroy6peum 268 34 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 35 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 36 19.9 19.9 CD work_sgdejolmezfsfeseqbroy6peum 268 37 sko81 sko81 CD work_sgdejolmezfsfeseqbroy6peum 268 38 66256 66256 CD work_sgdejolmezfsfeseqbroy6peum 268 39 0.000(10 0.000(10 NNP work_sgdejolmezfsfeseqbroy6peum 268 40 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 41 4.3 4.3 CD work_sgdejolmezfsfeseqbroy6peum 268 42 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 44 13.9 13.9 CD work_sgdejolmezfsfeseqbroy6peum 268 45 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 46 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 47 121.4 121.4 CD work_sgdejolmezfsfeseqbroy6peum 268 48 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 49 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 50 31.9 31.9 CD work_sgdejolmezfsfeseqbroy6peum 268 51 sko90 sko90 CD work_sgdejolmezfsfeseqbroy6peum 268 52 90998 90998 CD work_sgdejolmezfsfeseqbroy6peum 268 53 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 268 54 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 55 15.3 15.3 CD work_sgdejolmezfsfeseqbroy6peum 268 56 0.000(10 0.000(10 NNS work_sgdejolmezfsfeseqbroy6peum 268 57 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 58 16.6 16.6 CD work_sgdejolmezfsfeseqbroy6peum 268 59 0.000(10 0.000(10 : work_sgdejolmezfsfeseqbroy6peum 268 60 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 61 193.7 193.7 CD work_sgdejolmezfsfeseqbroy6peum 268 62 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 63 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 64 48.5 48.5 CD work_sgdejolmezfsfeseqbroy6peum 268 65 sko100a sko100a SYM work_sgdejolmezfsfeseqbroy6peum 268 66 115534 115534 CD work_sgdejolmezfsfeseqbroy6peum 268 67 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 68 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 69 22.3 22.3 CD work_sgdejolmezfsfeseqbroy6peum 268 70 0.001(9 0.001(9 CD work_sgdejolmezfsfeseqbroy6peum 268 71 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 72 20.8 20.8 CD work_sgdejolmezfsfeseqbroy6peum 268 73 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 74 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 75 304.8 304.8 CD work_sgdejolmezfsfeseqbroy6peum 268 76 0.000(10 0.000(10 : work_sgdejolmezfsfeseqbroy6peum 268 77 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 78 73.6 73.6 CD work_sgdejolmezfsfeseqbroy6peum 268 79 sko100b sko100b NNP work_sgdejolmezfsfeseqbroy6peum 268 80 152002 152002 CD work_sgdejolmezfsfeseqbroy6peum 268 81 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 268 82 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 83 6.5 6.5 CD work_sgdejolmezfsfeseqbroy6peum 268 84 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 85 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 86 10.8 10.8 CD work_sgdejolmezfsfeseqbroy6peum 268 87 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 88 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 89 309.6 309.6 CD work_sgdejolmezfsfeseqbroy6peum 268 90 0.000(10 0.000(10 : work_sgdejolmezfsfeseqbroy6peum 268 91 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 92 73.6 73.6 CD work_sgdejolmezfsfeseqbroy6peum 268 93 sko100c sko100c JJ work_sgdejolmezfsfeseqbroy6peum 268 94 147862 147862 CD work_sgdejolmezfsfeseqbroy6peum 268 95 0.000(10 0.000(10 NNP work_sgdejolmezfsfeseqbroy6peum 268 96 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 97 12.0 12.0 CD work_sgdejolmezfsfeseqbroy6peum 268 98 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 99 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 100 15.5 15.5 CD work_sgdejolmezfsfeseqbroy6peum 268 101 0.000(10 0.000(10 SYM work_sgdejolmezfsfeseqbroy6peum 268 102 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 103 316.1 316.1 CD work_sgdejolmezfsfeseqbroy6peum 268 104 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 105 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 106 73.6 73.6 CD work_sgdejolmezfsfeseqbroy6peum 268 107 sko100d sko100d NNP work_sgdejolmezfsfeseqbroy6peum 268 108 149576 149576 CD work_sgdejolmezfsfeseqbroy6peum 268 109 0.006(9 0.006(9 CD work_sgdejolmezfsfeseqbroy6peum 268 110 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 111 20.9 20.9 CD work_sgdejolmezfsfeseqbroy6peum 268 112 0.001(5 0.001(5 CD work_sgdejolmezfsfeseqbroy6peum 268 113 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 114 38.9 38.9 CD work_sgdejolmezfsfeseqbroy6peum 268 115 0.000(10 0.000(10 : work_sgdejolmezfsfeseqbroy6peum 268 116 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 117 309.8 309.8 CD work_sgdejolmezfsfeseqbroy6peum 268 118 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 119 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 120 73.6 73.6 CD work_sgdejolmezfsfeseqbroy6peum 268 121 sko100e sko100e NNP work_sgdejolmezfsfeseqbroy6peum 268 122 149150 149150 CD work_sgdejolmezfsfeseqbroy6peum 268 123 0.000(10 0.000(10 . work_sgdejolmezfsfeseqbroy6peum 268 124 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 125 11.9 11.9 CD work_sgdejolmezfsfeseqbroy6peum 268 126 0.000(10 0.000(10 NNS work_sgdejolmezfsfeseqbroy6peum 268 127 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 128 42.5 42.5 CD work_sgdejolmezfsfeseqbroy6peum 268 129 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 130 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 131 309.1 309.1 CD work_sgdejolmezfsfeseqbroy6peum 268 132 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 133 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 134 73.6 73.6 CD work_sgdejolmezfsfeseqbroy6peum 268 135 sko100f sko100f SYM work_sgdejolmezfsfeseqbroy6peum 268 136 149036 149036 CD work_sgdejolmezfsfeseqbroy6peum 268 137 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 268 138 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 139 23.0 23.0 CD work_sgdejolmezfsfeseqbroy6peum 268 140 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 141 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 142 17.3 17.3 CD work_sgdejolmezfsfeseqbroy6peum 268 143 0.003(4 0.003(4 CD work_sgdejolmezfsfeseqbroy6peum 268 144 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 145 310.3 310.3 CD work_sgdejolmezfsfeseqbroy6peum 268 146 0.000(9 0.000(9 CD work_sgdejolmezfsfeseqbroy6peum 268 147 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 148 43.5 43.5 CD work_sgdejolmezfsfeseqbroy6peum 268 149 wil100 wil100 CD work_sgdejolmezfsfeseqbroy6peum 268 150 273038 273038 CD work_sgdejolmezfsfeseqbroy6peum 268 151 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 152 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 153 14.5 14.5 CD work_sgdejolmezfsfeseqbroy6peum 268 154 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 155 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 156 18.9 18.9 CD work_sgdejolmezfsfeseqbroy6peum 268 157 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 158 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 159 316.6 316.6 CD work_sgdejolmezfsfeseqbroy6peum 268 160 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 268 161 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 162 73.6 73.6 CD work_sgdejolmezfsfeseqbroy6peum 268 163 tho150 tho150 CD work_sgdejolmezfsfeseqbroy6peum 268 164 8133398 8133398 CD work_sgdejolmezfsfeseqbroy6peum 268 165 0.008(3 0.008(3 CD work_sgdejolmezfsfeseqbroy6peum 268 166 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 167 416.4 416.4 CD work_sgdejolmezfsfeseqbroy6peum 268 168 0.023(1 0.023(1 CD work_sgdejolmezfsfeseqbroy6peum 268 169 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 170 268.8 268.8 CD work_sgdejolmezfsfeseqbroy6peum 268 171 0.013(0 0.013(0 CD work_sgdejolmezfsfeseqbroy6peum 268 172 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 173 1991.7 1991.7 CD work_sgdejolmezfsfeseqbroy6peum 268 174 0.003(3 0.003(3 CD work_sgdejolmezfsfeseqbroy6peum 268 175 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 268 176 1223.6 1223.6 CD work_sgdejolmezfsfeseqbroy6peum 268 177 Average average JJ work_sgdejolmezfsfeseqbroy6peum 268 178 0.001 0.001 CD work_sgdejolmezfsfeseqbroy6peum 268 179 50.1 50.1 CD work_sgdejolmezfsfeseqbroy6peum 268 180 0.002 0.002 CD work_sgdejolmezfsfeseqbroy6peum 268 181 42.6 42.6 CD work_sgdejolmezfsfeseqbroy6peum 268 182 0.001 0.001 CD work_sgdejolmezfsfeseqbroy6peum 268 183 413.9 413.9 CD work_sgdejolmezfsfeseqbroy6peum 268 184 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 268 185 164.5 164.5 CD work_sgdejolmezfsfeseqbroy6peum 268 186 parentheses parenthesis NNS work_sgdejolmezfsfeseqbroy6peum 268 187 next next JJ work_sgdejolmezfsfeseqbroy6peum 268 188 to to IN work_sgdejolmezfsfeseqbroy6peum 268 189 the the DT work_sgdejolmezfsfeseqbroy6peum 268 190 value value NN work_sgdejolmezfsfeseqbroy6peum 268 191 of of IN work_sgdejolmezfsfeseqbroy6peum 268 192 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 268 193 . . . work_sgdejolmezfsfeseqbroy6peum 269 1 The the DT work_sgdejolmezfsfeseqbroy6peum 269 2 CPU cpu NN work_sgdejolmezfsfeseqbroy6peum 269 3 time time NN work_sgdejolmezfsfeseqbroy6peum 269 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 269 5 in in IN work_sgdejolmezfsfeseqbroy6peum 269 6 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 269 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 269 8 is be VBZ work_sgdejolmezfsfeseqbroy6peum 269 9 only only RB work_sgdejolmezfsfeseqbroy6peum 269 10 given give VBN work_sgdejolmezfsfeseqbroy6peum 269 11 for for IN work_sgdejolmezfsfeseqbroy6peum 269 12 indicative indicative JJ work_sgdejolmezfsfeseqbroy6peum 269 13 purposes purpose NNS work_sgdejolmezfsfeseqbroy6peum 269 14 . . . work_sgdejolmezfsfeseqbroy6peum 270 1 From from IN work_sgdejolmezfsfeseqbroy6peum 270 2 Table table NN work_sgdejolmezfsfeseqbroy6peum 270 3 2 2 CD work_sgdejolmezfsfeseqbroy6peum 270 4 , , , work_sgdejolmezfsfeseqbroy6peum 270 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 270 6 can can MD work_sgdejolmezfsfeseqbroy6peum 270 7 make make VB work_sgdejolmezfsfeseqbroy6peum 270 8 the the DT work_sgdejolmezfsfeseqbroy6peum 270 9 following follow VBG work_sgdejolmezfsfeseqbroy6peum 270 10 observations observation NNS work_sgdejolmezfsfeseqbroy6peum 270 11 . . . work_sgdejolmezfsfeseqbroy6peum 271 1 For for IN work_sgdejolmezfsfeseqbroy6peum 271 2 the the DT work_sgdejolmezfsfeseqbroy6peum 271 3 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 271 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 271 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 271 6 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 271 7 II II NNP work_sgdejolmezfsfeseqbroy6peum 271 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 271 9 , , , work_sgdejolmezfsfeseqbroy6peum 271 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 271 11 finds find VBZ work_sgdejolmezfsfeseqbroy6peum 271 12 the the DT work_sgdejolmezfsfeseqbroy6peum 271 13 best well RBS work_sgdejolmezfsfeseqbroy6peum 271 14 - - HYPH work_sgdejolmezfsfeseqbroy6peum 271 15 known know VBN work_sgdejolmezfsfeseqbroy6peum 271 16 solution solution NN work_sgdejolmezfsfeseqbroy6peum 271 17 for for IN work_sgdejolmezfsfeseqbroy6peum 271 18 3 3 CD work_sgdejolmezfsfeseqbroy6peum 271 19 out out IN work_sgdejolmezfsfeseqbroy6peum 271 20 of of IN work_sgdejolmezfsfeseqbroy6peum 271 21 the the DT work_sgdejolmezfsfeseqbroy6peum 271 22 5 5 CD work_sgdejolmezfsfeseqbroy6peum 271 23 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 271 24 , , , work_sgdejolmezfsfeseqbroy6peum 271 25 with with IN work_sgdejolmezfsfeseqbroy6peum 271 26 an an DT work_sgdejolmezfsfeseqbroy6peum 271 27 average average JJ work_sgdejolmezfsfeseqbroy6peum 271 28 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 271 29 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 271 30 of of IN work_sgdejolmezfsfeseqbroy6peum 271 31 0.233 0.233 CD work_sgdejolmezfsfeseqbroy6peum 271 32 over over IN work_sgdejolmezfsfeseqbroy6peum 271 33 the the DT work_sgdejolmezfsfeseqbroy6peum 271 34 5 5 CD work_sgdejolmezfsfeseqbroy6peum 271 35 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 271 36 . . . work_sgdejolmezfsfeseqbroy6peum 272 1 For for IN work_sgdejolmezfsfeseqbroy6peum 272 2 three three CD work_sgdejolmezfsfeseqbroy6peum 272 3 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 272 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 272 5 tai40a tai40a JJR work_sgdejolmezfsfeseqbroy6peum 272 6 , , , work_sgdejolmezfsfeseqbroy6peum 272 7 tai50a tai50a NNP work_sgdejolmezfsfeseqbroy6peum 272 8 and and CC work_sgdejolmezfsfeseqbroy6peum 272 9 tai60a tai60a NNP work_sgdejolmezfsfeseqbroy6peum 272 10 , , , work_sgdejolmezfsfeseqbroy6peum 272 11 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 272 12 reaches reach VBZ work_sgdejolmezfsfeseqbroy6peum 272 13 the the DT work_sgdejolmezfsfeseqbroy6peum 272 14 best well RBS work_sgdejolmezfsfeseqbroy6peum 272 15 - - HYPH work_sgdejolmezfsfeseqbroy6peum 272 16 known know VBN work_sgdejolmezfsfeseqbroy6peum 272 17 solution solution NN work_sgdejolmezfsfeseqbroy6peum 272 18 in in IN work_sgdejolmezfsfeseqbroy6peum 272 19 20 20 CD work_sgdejolmezfsfeseqbroy6peum 272 20 % % NN work_sgdejolmezfsfeseqbroy6peum 272 21 of of IN work_sgdejolmezfsfeseqbroy6peum 272 22 the the DT work_sgdejolmezfsfeseqbroy6peum 272 23 trials trial NNS work_sgdejolmezfsfeseqbroy6peum 272 24 . . . work_sgdejolmezfsfeseqbroy6peum 273 1 Compared compare VBN work_sgdejolmezfsfeseqbroy6peum 273 2 to to IN work_sgdejolmezfsfeseqbroy6peum 273 3 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 273 4 local local JJ work_sgdejolmezfsfeseqbroy6peum 273 5 search search NN work_sgdejolmezfsfeseqbroy6peum 273 6 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 273 7 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 273 8 , , , work_sgdejolmezfsfeseqbroy6peum 273 9 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 273 10 statistically statistically RB work_sgdejolmezfsfeseqbroy6peum 273 11 outperforms outperform VBZ work_sgdejolmezfsfeseqbroy6peum 273 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 273 13 with with IN work_sgdejolmezfsfeseqbroy6peum 273 14 p p NN work_sgdejolmezfsfeseqbroy6peum 273 15 - - HYPH work_sgdejolmezfsfeseqbroy6peum 273 16 value value NN work_sgdejolmezfsfeseqbroy6peum 273 17 < < XX work_sgdejolmezfsfeseqbroy6peum 273 18 0.05 0.05 XX work_sgdejolmezfsfeseqbroy6peum 273 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 273 20 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 273 21 for for IN work_sgdejolmezfsfeseqbroy6peum 273 22 two two CD work_sgdejolmezfsfeseqbroy6peum 273 23 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 273 24 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 273 25 , , , work_sgdejolmezfsfeseqbroy6peum 273 26 tai60a tai60a NNP work_sgdejolmezfsfeseqbroy6peum 273 27 and and CC work_sgdejolmezfsfeseqbroy6peum 273 28 tai80a tai80a UH work_sgdejolmezfsfeseqbroy6peum 273 29 , , , work_sgdejolmezfsfeseqbroy6peum 273 30 and and CC work_sgdejolmezfsfeseqbroy6peum 273 31 reduces reduce VBZ work_sgdejolmezfsfeseqbroy6peum 273 32 the the DT work_sgdejolmezfsfeseqbroy6peum 273 33 average average JJ work_sgdejolmezfsfeseqbroy6peum 273 34 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 273 35 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 273 36 from from IN work_sgdejolmezfsfeseqbroy6peum 273 37 0.275 0.275 CD work_sgdejolmezfsfeseqbroy6peum 273 38 to to IN work_sgdejolmezfsfeseqbroy6peum 273 39 0.233 0.233 CD work_sgdejolmezfsfeseqbroy6peum 273 40 over over IN work_sgdejolmezfsfeseqbroy6peum 273 41 the the DT work_sgdejolmezfsfeseqbroy6peum 273 42 5 5 CD work_sgdejolmezfsfeseqbroy6peum 273 43 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 273 44 . . . work_sgdejolmezfsfeseqbroy6peum 274 1 The the DT work_sgdejolmezfsfeseqbroy6peum 274 2 current current JJ work_sgdejolmezfsfeseqbroy6peum 274 3 most most RBS work_sgdejolmezfsfeseqbroy6peum 274 4 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 274 5 approach approach NN work_sgdejolmezfsfeseqbroy6peum 274 6 for for IN work_sgdejolmezfsfeseqbroy6peum 274 7 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 274 8 of of IN work_sgdejolmezfsfeseqbroy6peum 274 9 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 274 10 II II NNP work_sgdejolmezfsfeseqbroy6peum 274 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 274 12 probably probably RB work_sgdejolmezfsfeseqbroy6peum 274 13 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 274 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 274 15 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 274 16 & & CC work_sgdejolmezfsfeseqbroy6peum 274 17 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 274 18 , , , work_sgdejolmezfsfeseqbroy6peum 274 19 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 274 20 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 274 21 , , , work_sgdejolmezfsfeseqbroy6peum 274 22 which which WDT work_sgdejolmezfsfeseqbroy6peum 274 23 attains attain VBZ work_sgdejolmezfsfeseqbroy6peum 274 24 the the DT work_sgdejolmezfsfeseqbroy6peum 274 25 best well RBS work_sgdejolmezfsfeseqbroy6peum 274 26 - - HYPH work_sgdejolmezfsfeseqbroy6peum 274 27 known know VBN work_sgdejolmezfsfeseqbroy6peum 274 28 result result NN work_sgdejolmezfsfeseqbroy6peum 274 29 for for IN work_sgdejolmezfsfeseqbroy6peum 274 30 2 2 CD work_sgdejolmezfsfeseqbroy6peum 274 31 out out IN work_sgdejolmezfsfeseqbroy6peum 274 32 of of IN work_sgdejolmezfsfeseqbroy6peum 274 33 the the DT work_sgdejolmezfsfeseqbroy6peum 274 34 5 5 CD work_sgdejolmezfsfeseqbroy6peum 274 35 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 274 36 with with IN work_sgdejolmezfsfeseqbroy6peum 274 37 an an DT work_sgdejolmezfsfeseqbroy6peum 274 38 average average JJ work_sgdejolmezfsfeseqbroy6peum 274 39 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 274 40 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 274 41 of of IN work_sgdejolmezfsfeseqbroy6peum 274 42 0.367 0.367 CD work_sgdejolmezfsfeseqbroy6peum 274 43 . . . work_sgdejolmezfsfeseqbroy6peum 275 1 One one CD work_sgdejolmezfsfeseqbroy6peum 275 2 notices notice VBZ work_sgdejolmezfsfeseqbroy6peum 275 3 that that IN work_sgdejolmezfsfeseqbroy6peum 275 4 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 275 5 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 275 6 worse bad JJR work_sgdejolmezfsfeseqbroy6peum 275 7 results result NNS work_sgdejolmezfsfeseqbroy6peum 275 8 than than IN work_sgdejolmezfsfeseqbroy6peum 275 9 both both CC work_sgdejolmezfsfeseqbroy6peum 275 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 275 11 and and CC work_sgdejolmezfsfeseqbroy6peum 275 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 275 13 , , , work_sgdejolmezfsfeseqbroy6peum 275 14 but but CC work_sgdejolmezfsfeseqbroy6peum 275 15 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 275 16 requires require VBZ work_sgdejolmezfsfeseqbroy6peum 275 17 shorter short JJR work_sgdejolmezfsfeseqbroy6peum 275 18 computing computing NN work_sgdejolmezfsfeseqbroy6peum 275 19 time time NN work_sgdejolmezfsfeseqbroy6peum 275 20 . . . work_sgdejolmezfsfeseqbroy6peum 276 1 To to TO work_sgdejolmezfsfeseqbroy6peum 276 2 verify verify VB work_sgdejolmezfsfeseqbroy6peum 276 3 the the DT work_sgdejolmezfsfeseqbroy6peum 276 4 performance performance NN work_sgdejolmezfsfeseqbroy6peum 276 5 of of IN work_sgdejolmezfsfeseqbroy6peum 276 6 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 276 7 under under IN work_sgdejolmezfsfeseqbroy6peum 276 8 short short JJ work_sgdejolmezfsfeseqbroy6peum 276 9 computing compute VBG work_sgdejolmezfsfeseqbroy6peum 276 10 budgets budget NNS work_sgdejolmezfsfeseqbroy6peum 276 11 , , , work_sgdejolmezfsfeseqbroy6peum 276 12 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 276 13 show show VBP work_sgdejolmezfsfeseqbroy6peum 276 14 in in IN work_sgdejolmezfsfeseqbroy6peum 276 15 Appendix Appendix NNP work_sgdejolmezfsfeseqbroy6peum 276 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 276 17 Table Table NNP work_sgdejolmezfsfeseqbroy6peum 276 18 7 7 CD work_sgdejolmezfsfeseqbroy6peum 276 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 276 20 the the DT work_sgdejolmezfsfeseqbroy6peum 276 21 results result NNS work_sgdejolmezfsfeseqbroy6peum 276 22 of of IN work_sgdejolmezfsfeseqbroy6peum 276 23 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 276 24 within within IN work_sgdejolmezfsfeseqbroy6peum 276 25 a a DT work_sgdejolmezfsfeseqbroy6peum 276 26 significantly significantly RB work_sgdejolmezfsfeseqbroy6peum 276 27 shorter short JJR work_sgdejolmezfsfeseqbroy6peum 276 28 cutoff cutoff NN work_sgdejolmezfsfeseqbroy6peum 276 29 limit limit NN work_sgdejolmezfsfeseqbroy6peum 276 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 276 31 30 30 CD work_sgdejolmezfsfeseqbroy6peum 276 32 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 276 33 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 276 34 . . . work_sgdejolmezfsfeseqbroy6peum 277 1 From from IN work_sgdejolmezfsfeseqbroy6peum 277 2 Table table NN work_sgdejolmezfsfeseqbroy6peum 277 3 7 7 CD work_sgdejolmezfsfeseqbroy6peum 277 4 , , , work_sgdejolmezfsfeseqbroy6peum 277 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 277 6 observe observe VBP work_sgdejolmezfsfeseqbroy6peum 277 7 that that IN work_sgdejolmezfsfeseqbroy6peum 277 8 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 277 9 does do VBZ work_sgdejolmezfsfeseqbroy6peum 277 10 remain remain VB work_sgdejolmezfsfeseqbroy6peum 277 11 very very RB work_sgdejolmezfsfeseqbroy6peum 277 12 competitive competitive JJ work_sgdejolmezfsfeseqbroy6peum 277 13 with with IN work_sgdejolmezfsfeseqbroy6peum 277 14 ITS its PRP work_sgdejolmezfsfeseqbroy6peum 277 15 , , , work_sgdejolmezfsfeseqbroy6peum 277 16 with with IN work_sgdejolmezfsfeseqbroy6peum 277 17 an an DT work_sgdejolmezfsfeseqbroy6peum 277 18 average average JJ work_sgdejolmezfsfeseqbroy6peum 277 19 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 277 20 δ̄avg δ̄avg IN work_sgdejolmezfsfeseqbroy6peum 277 21 of of IN work_sgdejolmezfsfeseqbroy6peum 277 22 0.356 0.356 CD work_sgdejolmezfsfeseqbroy6peum 277 23 over over IN work_sgdejolmezfsfeseqbroy6peum 277 24 the the DT work_sgdejolmezfsfeseqbroy6peum 277 25 5 5 CD work_sgdejolmezfsfeseqbroy6peum 277 26 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 277 27 . . . work_sgdejolmezfsfeseqbroy6peum 278 1 Finally finally RB work_sgdejolmezfsfeseqbroy6peum 278 2 , , , work_sgdejolmezfsfeseqbroy6peum 278 3 the the DT work_sgdejolmezfsfeseqbroy6peum 278 4 two two CD work_sgdejolmezfsfeseqbroy6peum 278 5 other other JJ work_sgdejolmezfsfeseqbroy6peum 278 6 reference reference NN work_sgdejolmezfsfeseqbroy6peum 278 7 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 278 8 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 278 9 and and CC work_sgdejolmezfsfeseqbroy6peum 278 10 IHGA IHGA NNS work_sgdejolmezfsfeseqbroy6peum 278 11 achieve achieve VBP work_sgdejolmezfsfeseqbroy6peum 278 12 results result NNS work_sgdejolmezfsfeseqbroy6peum 278 13 which which WDT work_sgdejolmezfsfeseqbroy6peum 278 14 are be VBP work_sgdejolmezfsfeseqbroy6peum 278 15 slightly slightly RB work_sgdejolmezfsfeseqbroy6peum 278 16 worse bad JJR work_sgdejolmezfsfeseqbroy6peum 278 17 than than IN work_sgdejolmezfsfeseqbroy6peum 278 18 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 278 19 , , , work_sgdejolmezfsfeseqbroy6peum 278 20 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 278 21 and and CC work_sgdejolmezfsfeseqbroy6peum 278 22 ITS ITS NNP work_sgdejolmezfsfeseqbroy6peum 278 23 . . . work_sgdejolmezfsfeseqbroy6peum 279 1 For for IN work_sgdejolmezfsfeseqbroy6peum 279 2 the the DT work_sgdejolmezfsfeseqbroy6peum 279 3 real real JJ work_sgdejolmezfsfeseqbroy6peum 279 4 - - HYPH work_sgdejolmezfsfeseqbroy6peum 279 5 life life NN work_sgdejolmezfsfeseqbroy6peum 279 6 like like IN work_sgdejolmezfsfeseqbroy6peum 279 7 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 279 8 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 279 9 Type type NN work_sgdejolmezfsfeseqbroy6peum 279 10 III III NNP work_sgdejolmezfsfeseqbroy6peum 279 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 279 12 , , , work_sgdejolmezfsfeseqbroy6peum 279 13 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 279 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 279 15 able able JJ work_sgdejolmezfsfeseqbroy6peum 279 16 to to TO work_sgdejolmezfsfeseqbroy6peum 279 17 attain attain VB work_sgdejolmezfsfeseqbroy6peum 279 18 the the DT work_sgdejolmezfsfeseqbroy6peum 279 19 best- best- NN work_sgdejolmezfsfeseqbroy6peum 279 20 known know VBN work_sgdejolmezfsfeseqbroy6peum 279 21 solution solution NN work_sgdejolmezfsfeseqbroy6peum 279 22 for for IN work_sgdejolmezfsfeseqbroy6peum 279 23 all all PDT work_sgdejolmezfsfeseqbroy6peum 279 24 the the DT work_sgdejolmezfsfeseqbroy6peum 279 25 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 279 26 in in IN work_sgdejolmezfsfeseqbroy6peum 279 27 every every DT work_sgdejolmezfsfeseqbroy6peum 279 28 single single JJ work_sgdejolmezfsfeseqbroy6peum 279 29 trial trial NN work_sgdejolmezfsfeseqbroy6peum 279 30 , , , work_sgdejolmezfsfeseqbroy6peum 279 31 except except IN work_sgdejolmezfsfeseqbroy6peum 279 32 for for IN work_sgdejolmezfsfeseqbroy6peum 279 33 the the DT work_sgdejolmezfsfeseqbroy6peum 279 34 largest large JJS work_sgdejolmezfsfeseqbroy6peum 279 35 instance instance NN work_sgdejolmezfsfeseqbroy6peum 279 36 tai150b tai150b CD work_sgdejolmezfsfeseqbroy6peum 279 37 where where WRB work_sgdejolmezfsfeseqbroy6peum 279 38 the the DT work_sgdejolmezfsfeseqbroy6peum 279 39 success success NN work_sgdejolmezfsfeseqbroy6peum 279 40 rate rate NN work_sgdejolmezfsfeseqbroy6peum 279 41 is be VBZ work_sgdejolmezfsfeseqbroy6peum 279 42 10 10 CD work_sgdejolmezfsfeseqbroy6peum 279 43 % % NN work_sgdejolmezfsfeseqbroy6peum 279 44 . . . work_sgdejolmezfsfeseqbroy6peum 280 1 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 280 2 reports report VBZ work_sgdejolmezfsfeseqbroy6peum 280 3 an an DT work_sgdejolmezfsfeseqbroy6peum 280 4 average average JJ work_sgdejolmezfsfeseqbroy6peum 280 5 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 280 6 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 280 7 of of IN work_sgdejolmezfsfeseqbroy6peum 280 8 0.012 0.012 CD work_sgdejolmezfsfeseqbroy6peum 280 9 over over IN work_sgdejolmezfsfeseqbroy6peum 280 10 the the DT work_sgdejolmezfsfeseqbroy6peum 280 11 5 5 CD work_sgdejolmezfsfeseqbroy6peum 280 12 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 280 13 . . . work_sgdejolmezfsfeseqbroy6peum 281 1 Unlike unlike IN work_sgdejolmezfsfeseqbroy6peum 281 2 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 281 3 , , , work_sgdejolmezfsfeseqbroy6peum 281 4 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 281 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 281 6 unable unable JJ work_sgdejolmezfsfeseqbroy6peum 281 7 to to TO work_sgdejolmezfsfeseqbroy6peum 281 8 reach reach VB work_sgdejolmezfsfeseqbroy6peum 281 9 the the DT work_sgdejolmezfsfeseqbroy6peum 281 10 best well RBS work_sgdejolmezfsfeseqbroy6peum 281 11 - - HYPH work_sgdejolmezfsfeseqbroy6peum 281 12 known know VBN work_sgdejolmezfsfeseqbroy6peum 281 13 solution solution NN work_sgdejolmezfsfeseqbroy6peum 281 14 for for IN work_sgdejolmezfsfeseqbroy6peum 281 15 tai150b tai150b NN work_sgdejolmezfsfeseqbroy6peum 281 16 with with IN work_sgdejolmezfsfeseqbroy6peum 281 17 the the DT work_sgdejolmezfsfeseqbroy6peum 281 18 given give VBN work_sgdejolmezfsfeseqbroy6peum 281 19 computing computing NN work_sgdejolmezfsfeseqbroy6peum 281 20 conditions condition NNS work_sgdejolmezfsfeseqbroy6peum 281 21 . . . work_sgdejolmezfsfeseqbroy6peum 282 1 When when WRB work_sgdejolmezfsfeseqbroy6peum 282 2 the the DT work_sgdejolmezfsfeseqbroy6peum 282 3 running run VBG work_sgdejolmezfsfeseqbroy6peum 282 4 time time NN work_sgdejolmezfsfeseqbroy6peum 282 5 of of IN work_sgdejolmezfsfeseqbroy6peum 282 6 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 282 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 282 8 greatly greatly RB work_sgdejolmezfsfeseqbroy6peum 282 9 reduced reduce VBN work_sgdejolmezfsfeseqbroy6peum 282 10 , , , work_sgdejolmezfsfeseqbroy6peum 282 11 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 282 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 282 13 still still RB work_sgdejolmezfsfeseqbroy6peum 282 14 able able JJ work_sgdejolmezfsfeseqbroy6peum 282 15 to to TO work_sgdejolmezfsfeseqbroy6peum 282 16 attain attain VB work_sgdejolmezfsfeseqbroy6peum 282 17 the the DT work_sgdejolmezfsfeseqbroy6peum 282 18 best- best- NN work_sgdejolmezfsfeseqbroy6peum 282 19 known know VBN work_sgdejolmezfsfeseqbroy6peum 282 20 solution solution NN work_sgdejolmezfsfeseqbroy6peum 282 21 for for IN work_sgdejolmezfsfeseqbroy6peum 282 22 all all PDT work_sgdejolmezfsfeseqbroy6peum 282 23 the the DT work_sgdejolmezfsfeseqbroy6peum 282 24 five five CD work_sgdejolmezfsfeseqbroy6peum 282 25 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 282 26 but but CC work_sgdejolmezfsfeseqbroy6peum 282 27 with with IN work_sgdejolmezfsfeseqbroy6peum 282 28 an an DT work_sgdejolmezfsfeseqbroy6peum 282 29 average average JJ work_sgdejolmezfsfeseqbroy6peum 282 30 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 282 31 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 282 32 of of IN work_sgdejolmezfsfeseqbroy6peum 282 33 0.051 0.051 CD work_sgdejolmezfsfeseqbroy6peum 282 34 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 282 35 see see VB work_sgdejolmezfsfeseqbroy6peum 282 36 Table Table NNP work_sgdejolmezfsfeseqbroy6peum 282 37 7 7 CD work_sgdejolmezfsfeseqbroy6peum 282 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 282 39 . . . work_sgdejolmezfsfeseqbroy6peum 283 1 Two two CD work_sgdejolmezfsfeseqbroy6peum 283 2 reference reference NN work_sgdejolmezfsfeseqbroy6peum 283 3 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 283 4 , , , work_sgdejolmezfsfeseqbroy6peum 283 5 ITS its PRP$ work_sgdejolmezfsfeseqbroy6peum 283 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 283 7 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 283 8 & & CC work_sgdejolmezfsfeseqbroy6peum 283 9 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 283 10 , , , work_sgdejolmezfsfeseqbroy6peum 283 11 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 283 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 283 13 and and CC work_sgdejolmezfsfeseqbroy6peum 283 14 IHGA IHGA NNP work_sgdejolmezfsfeseqbroy6peum 283 15 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 283 16 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 283 17 , , , work_sgdejolmezfsfeseqbroy6peum 283 18 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 283 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 283 20 , , , work_sgdejolmezfsfeseqbroy6peum 283 21 are be VBP work_sgdejolmezfsfeseqbroy6peum 283 22 also also RB work_sgdejolmezfsfeseqbroy6peum 283 23 able able JJ work_sgdejolmezfsfeseqbroy6peum 283 24 to to TO work_sgdejolmezfsfeseqbroy6peum 283 25 attain attain VB work_sgdejolmezfsfeseqbroy6peum 283 26 the the DT work_sgdejolmezfsfeseqbroy6peum 283 27 best well RBS work_sgdejolmezfsfeseqbroy6peum 283 28 - - HYPH work_sgdejolmezfsfeseqbroy6peum 283 29 known know VBN work_sgdejolmezfsfeseqbroy6peum 283 30 result result NN work_sgdejolmezfsfeseqbroy6peum 283 31 for for IN work_sgdejolmezfsfeseqbroy6peum 283 32 all all PDT work_sgdejolmezfsfeseqbroy6peum 283 33 the the DT work_sgdejolmezfsfeseqbroy6peum 283 34 5 5 CD work_sgdejolmezfsfeseqbroy6peum 283 35 real real JJ work_sgdejolmezfsfeseqbroy6peum 283 36 - - HYPH work_sgdejolmezfsfeseqbroy6peum 283 37 life life NN work_sgdejolmezfsfeseqbroy6peum 283 38 like like IN work_sgdejolmezfsfeseqbroy6peum 283 39 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 283 40 with with IN work_sgdejolmezfsfeseqbroy6peum 283 41 an an DT work_sgdejolmezfsfeseqbroy6peum 283 42 average average JJ work_sgdejolmezfsfeseqbroy6peum 283 43 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 283 44 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 283 45 of of IN work_sgdejolmezfsfeseqbroy6peum 283 46 0.020 0.020 CD work_sgdejolmezfsfeseqbroy6peum 283 47 and and CC work_sgdejolmezfsfeseqbroy6peum 283 48 0.022 0.022 CD work_sgdejolmezfsfeseqbroy6peum 283 49 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 283 50 . . . work_sgdejolmezfsfeseqbroy6peum 284 1 16 16 CD work_sgdejolmezfsfeseqbroy6peum 284 2 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 284 3 now now RB work_sgdejolmezfsfeseqbroy6peum 284 4 turn turn VBP work_sgdejolmezfsfeseqbroy6peum 284 5 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 284 6 attention attention NN work_sgdejolmezfsfeseqbroy6peum 284 7 to to IN work_sgdejolmezfsfeseqbroy6peum 284 8 the the DT work_sgdejolmezfsfeseqbroy6peum 284 9 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 284 10 with with IN work_sgdejolmezfsfeseqbroy6peum 284 11 grid grid NN work_sgdejolmezfsfeseqbroy6peum 284 12 distances distance NNS work_sgdejolmezfsfeseqbroy6peum 284 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 284 14 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 284 15 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 284 16 , , , work_sgdejolmezfsfeseqbroy6peum 284 17 Table Table NNP work_sgdejolmezfsfeseqbroy6peum 284 18 3 3 CD work_sgdejolmezfsfeseqbroy6peum 284 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 284 20 . . . work_sgdejolmezfsfeseqbroy6peum 285 1 Among among IN work_sgdejolmezfsfeseqbroy6peum 285 2 the the DT work_sgdejolmezfsfeseqbroy6peum 285 3 4 4 CD work_sgdejolmezfsfeseqbroy6peum 285 4 reference reference NN work_sgdejolmezfsfeseqbroy6peum 285 5 methods method NNS work_sgdejolmezfsfeseqbroy6peum 285 6 , , , work_sgdejolmezfsfeseqbroy6peum 285 7 only only RB work_sgdejolmezfsfeseqbroy6peum 285 8 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 285 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 285 10 James James NNP work_sgdejolmezfsfeseqbroy6peum 285 11 , , , work_sgdejolmezfsfeseqbroy6peum 285 12 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 285 13 , , , work_sgdejolmezfsfeseqbroy6peum 285 14 & & CC work_sgdejolmezfsfeseqbroy6peum 285 15 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 285 16 , , , work_sgdejolmezfsfeseqbroy6peum 285 17 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 285 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 285 19 and and CC work_sgdejolmezfsfeseqbroy6peum 285 20 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 285 21 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 285 22 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 285 23 , , , work_sgdejolmezfsfeseqbroy6peum 285 24 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 285 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 285 26 report report NN work_sgdejolmezfsfeseqbroy6peum 285 27 results result NNS work_sgdejolmezfsfeseqbroy6peum 285 28 for for IN work_sgdejolmezfsfeseqbroy6peum 285 29 these these DT work_sgdejolmezfsfeseqbroy6peum 285 30 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 285 31 . . . work_sgdejolmezfsfeseqbroy6peum 286 1 In in IN work_sgdejolmezfsfeseqbroy6peum 286 2 Table table NN work_sgdejolmezfsfeseqbroy6peum 286 3 3 3 CD work_sgdejolmezfsfeseqbroy6peum 286 4 , , , work_sgdejolmezfsfeseqbroy6peum 286 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 286 6 show show VBP work_sgdejolmezfsfeseqbroy6peum 286 7 the the DT work_sgdejolmezfsfeseqbroy6peum 286 8 results result NNS work_sgdejolmezfsfeseqbroy6peum 286 9 of of IN work_sgdejolmezfsfeseqbroy6peum 286 10 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 286 11 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 286 12 and and CC work_sgdejolmezfsfeseqbroy6peum 286 13 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 286 14 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 286 15 together together RB work_sgdejolmezfsfeseqbroy6peum 286 16 with with IN work_sgdejolmezfsfeseqbroy6peum 286 17 those those DT work_sgdejolmezfsfeseqbroy6peum 286 18 of of IN work_sgdejolmezfsfeseqbroy6peum 286 19 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 286 20 and and CC work_sgdejolmezfsfeseqbroy6peum 286 21 MRT60 MRT60 NNS work_sgdejolmezfsfeseqbroy6peum 286 22 for for IN work_sgdejolmezfsfeseqbroy6peum 286 23 these these DT work_sgdejolmezfsfeseqbroy6peum 286 24 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 286 25 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 286 26 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 286 27 . . . work_sgdejolmezfsfeseqbroy6peum 287 1 From from IN work_sgdejolmezfsfeseqbroy6peum 287 2 Table table NN work_sgdejolmezfsfeseqbroy6peum 287 3 3 3 CD work_sgdejolmezfsfeseqbroy6peum 287 4 , , , work_sgdejolmezfsfeseqbroy6peum 287 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 287 6 observe observe VBP work_sgdejolmezfsfeseqbroy6peum 287 7 that that IN work_sgdejolmezfsfeseqbroy6peum 287 8 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 287 9 is be VBZ work_sgdejolmezfsfeseqbroy6peum 287 10 able able JJ work_sgdejolmezfsfeseqbroy6peum 287 11 to to TO work_sgdejolmezfsfeseqbroy6peum 287 12 reach reach VB work_sgdejolmezfsfeseqbroy6peum 287 13 the the DT work_sgdejolmezfsfeseqbroy6peum 287 14 best well RBS work_sgdejolmezfsfeseqbroy6peum 287 15 - - HYPH work_sgdejolmezfsfeseqbroy6peum 287 16 known know VBN work_sgdejolmezfsfeseqbroy6peum 287 17 result result NN work_sgdejolmezfsfeseqbroy6peum 287 18 for for IN work_sgdejolmezfsfeseqbroy6peum 287 19 all all PDT work_sgdejolmezfsfeseqbroy6peum 287 20 the the DT work_sgdejolmezfsfeseqbroy6peum 287 21 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 287 22 of of IN work_sgdejolmezfsfeseqbroy6peum 287 23 this this DT work_sgdejolmezfsfeseqbroy6peum 287 24 type type NN work_sgdejolmezfsfeseqbroy6peum 287 25 . . . work_sgdejolmezfsfeseqbroy6peum 288 1 For for IN work_sgdejolmezfsfeseqbroy6peum 288 2 9 9 CD work_sgdejolmezfsfeseqbroy6peum 288 3 out out IN work_sgdejolmezfsfeseqbroy6peum 288 4 of of IN work_sgdejolmezfsfeseqbroy6peum 288 5 11 11 CD work_sgdejolmezfsfeseqbroy6peum 288 6 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 288 7 , , , work_sgdejolmezfsfeseqbroy6peum 288 8 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 288 9 has have VBZ work_sgdejolmezfsfeseqbroy6peum 288 10 a a DT work_sgdejolmezfsfeseqbroy6peum 288 11 success success NN work_sgdejolmezfsfeseqbroy6peum 288 12 rate rate NN work_sgdejolmezfsfeseqbroy6peum 288 13 of of IN work_sgdejolmezfsfeseqbroy6peum 288 14 100 100 CD work_sgdejolmezfsfeseqbroy6peum 288 15 % % NN work_sgdejolmezfsfeseqbroy6peum 288 16 . . . work_sgdejolmezfsfeseqbroy6peum 289 1 For for IN work_sgdejolmezfsfeseqbroy6peum 289 2 the the DT work_sgdejolmezfsfeseqbroy6peum 289 3 two two CD work_sgdejolmezfsfeseqbroy6peum 289 4 remaining remain VBG work_sgdejolmezfsfeseqbroy6peum 289 5 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 289 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 289 7 sko100d sko100d NNPS work_sgdejolmezfsfeseqbroy6peum 289 8 and and CC work_sgdejolmezfsfeseqbroy6peum 289 9 tho150 tho150 NNP work_sgdejolmezfsfeseqbroy6peum 289 10 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 289 11 , , , work_sgdejolmezfsfeseqbroy6peum 289 12 the the DT work_sgdejolmezfsfeseqbroy6peum 289 13 success success NN work_sgdejolmezfsfeseqbroy6peum 289 14 rate rate NN work_sgdejolmezfsfeseqbroy6peum 289 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 289 16 90 90 CD work_sgdejolmezfsfeseqbroy6peum 289 17 % % NN work_sgdejolmezfsfeseqbroy6peum 289 18 and and CC work_sgdejolmezfsfeseqbroy6peum 289 19 30 30 CD work_sgdejolmezfsfeseqbroy6peum 289 20 % % NN work_sgdejolmezfsfeseqbroy6peum 289 21 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 289 22 . . . work_sgdejolmezfsfeseqbroy6peum 290 1 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 290 2 also also RB work_sgdejolmezfsfeseqbroy6peum 290 3 attains attain VBZ work_sgdejolmezfsfeseqbroy6peum 290 4 the the DT work_sgdejolmezfsfeseqbroy6peum 290 5 best well RBS work_sgdejolmezfsfeseqbroy6peum 290 6 - - HYPH work_sgdejolmezfsfeseqbroy6peum 290 7 known know VBN work_sgdejolmezfsfeseqbroy6peum 290 8 result result NN work_sgdejolmezfsfeseqbroy6peum 290 9 for for IN work_sgdejolmezfsfeseqbroy6peum 290 10 the the DT work_sgdejolmezfsfeseqbroy6peum 290 11 hardest hard JJS work_sgdejolmezfsfeseqbroy6peum 290 12 instance instance NN work_sgdejolmezfsfeseqbroy6peum 290 13 tho150 tho150 ADD work_sgdejolmezfsfeseqbroy6peum 290 14 with with IN work_sgdejolmezfsfeseqbroy6peum 290 15 a a DT work_sgdejolmezfsfeseqbroy6peum 290 16 success success NN work_sgdejolmezfsfeseqbroy6peum 290 17 rate rate NN work_sgdejolmezfsfeseqbroy6peum 290 18 of of IN work_sgdejolmezfsfeseqbroy6peum 290 19 10 10 CD work_sgdejolmezfsfeseqbroy6peum 290 20 % % NN work_sgdejolmezfsfeseqbroy6peum 290 21 . . . work_sgdejolmezfsfeseqbroy6peum 291 1 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 291 2 has have VBZ work_sgdejolmezfsfeseqbroy6peum 291 3 a a DT work_sgdejolmezfsfeseqbroy6peum 291 4 slightly slightly RB work_sgdejolmezfsfeseqbroy6peum 291 5 better well JJR work_sgdejolmezfsfeseqbroy6peum 291 6 success success NN work_sgdejolmezfsfeseqbroy6peum 291 7 rate rate NN work_sgdejolmezfsfeseqbroy6peum 291 8 than than IN work_sgdejolmezfsfeseqbroy6peum 291 9 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 291 10 on on IN work_sgdejolmezfsfeseqbroy6peum 291 11 instance instance NN work_sgdejolmezfsfeseqbroy6peum 291 12 sko100d sko100d NNS work_sgdejolmezfsfeseqbroy6peum 291 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 291 14 10/10 10/10 CD work_sgdejolmezfsfeseqbroy6peum 291 15 v.s. v.s. NNP work_sgdejolmezfsfeseqbroy6peum 292 1 9/10 9/10 CD work_sgdejolmezfsfeseqbroy6peum 292 2 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 292 3 and and CC work_sgdejolmezfsfeseqbroy6peum 292 4 reports report VBZ work_sgdejolmezfsfeseqbroy6peum 292 5 a a DT work_sgdejolmezfsfeseqbroy6peum 292 6 slightly slightly RB work_sgdejolmezfsfeseqbroy6peum 292 7 worse bad JJR work_sgdejolmezfsfeseqbroy6peum 292 8 success success NN work_sgdejolmezfsfeseqbroy6peum 292 9 rate rate NN work_sgdejolmezfsfeseqbroy6peum 292 10 than than IN work_sgdejolmezfsfeseqbroy6peum 292 11 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 292 12 on on IN work_sgdejolmezfsfeseqbroy6peum 292 13 sko100f sko100f FW work_sgdejolmezfsfeseqbroy6peum 292 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 292 15 9/10 9/10 CD work_sgdejolmezfsfeseqbroy6peum 292 16 v.s. v.s. NN work_sgdejolmezfsfeseqbroy6peum 293 1 10/10 10/10 CD work_sgdejolmezfsfeseqbroy6peum 293 2 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 293 3 . . . work_sgdejolmezfsfeseqbroy6peum 294 1 On on IN work_sgdejolmezfsfeseqbroy6peum 294 2 the the DT work_sgdejolmezfsfeseqbroy6peum 294 3 other other JJ work_sgdejolmezfsfeseqbroy6peum 294 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 294 5 , , , work_sgdejolmezfsfeseqbroy6peum 294 6 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 294 7 and and CC work_sgdejolmezfsfeseqbroy6peum 294 8 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 294 9 have have VBP work_sgdejolmezfsfeseqbroy6peum 294 10 the the DT work_sgdejolmezfsfeseqbroy6peum 294 11 same same JJ work_sgdejolmezfsfeseqbroy6peum 294 12 success success NN work_sgdejolmezfsfeseqbroy6peum 294 13 rates rate NNS work_sgdejolmezfsfeseqbroy6peum 294 14 with with IN work_sgdejolmezfsfeseqbroy6peum 294 15 a a DT work_sgdejolmezfsfeseqbroy6peum 294 16 very very RB work_sgdejolmezfsfeseqbroy6peum 294 17 slight slight JJ work_sgdejolmezfsfeseqbroy6peum 294 18 advantage advantage NN work_sgdejolmezfsfeseqbroy6peum 294 19 for for IN work_sgdejolmezfsfeseqbroy6peum 294 20 MRT60 MRT60 NNS work_sgdejolmezfsfeseqbroy6peum 294 21 in in IN work_sgdejolmezfsfeseqbroy6peum 294 22 terms term NNS work_sgdejolmezfsfeseqbroy6peum 294 23 of of IN work_sgdejolmezfsfeseqbroy6peum 294 24 the the DT work_sgdejolmezfsfeseqbroy6peum 294 25 average average JJ work_sgdejolmezfsfeseqbroy6peum 294 26 gap gap NN work_sgdejolmezfsfeseqbroy6peum 294 27 over over IN work_sgdejolmezfsfeseqbroy6peum 294 28 all all PDT work_sgdejolmezfsfeseqbroy6peum 294 29 the the DT work_sgdejolmezfsfeseqbroy6peum 294 30 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 294 31 . . . work_sgdejolmezfsfeseqbroy6peum 295 1 On on IN work_sgdejolmezfsfeseqbroy6peum 295 2 the the DT work_sgdejolmezfsfeseqbroy6peum 295 3 other other JJ work_sgdejolmezfsfeseqbroy6peum 295 4 hand hand NN work_sgdejolmezfsfeseqbroy6peum 295 5 , , , work_sgdejolmezfsfeseqbroy6peum 295 6 CPTS cpts NN work_sgdejolmezfsfeseqbroy6peum 295 7 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 295 8 globally globally RB work_sgdejolmezfsfeseqbroy6peum 295 9 well well RB work_sgdejolmezfsfeseqbroy6peum 295 10 except except IN work_sgdejolmezfsfeseqbroy6peum 295 11 for for IN work_sgdejolmezfsfeseqbroy6peum 295 12 the the DT work_sgdejolmezfsfeseqbroy6peum 295 13 hardest hard JJS work_sgdejolmezfsfeseqbroy6peum 295 14 instance instance NN work_sgdejolmezfsfeseqbroy6peum 295 15 tho150 tho150 , work_sgdejolmezfsfeseqbroy6peum 295 16 for for IN work_sgdejolmezfsfeseqbroy6peum 295 17 which which WDT work_sgdejolmezfsfeseqbroy6peum 295 18 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 295 19 fails fail VBZ work_sgdejolmezfsfeseqbroy6peum 295 20 to to TO work_sgdejolmezfsfeseqbroy6peum 295 21 attain attain VB work_sgdejolmezfsfeseqbroy6peum 295 22 the the DT work_sgdejolmezfsfeseqbroy6peum 295 23 best well RBS work_sgdejolmezfsfeseqbroy6peum 295 24 - - HYPH work_sgdejolmezfsfeseqbroy6peum 295 25 known know VBN work_sgdejolmezfsfeseqbroy6peum 295 26 solution solution NN work_sgdejolmezfsfeseqbroy6peum 295 27 . . . work_sgdejolmezfsfeseqbroy6peum 296 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 296 2 conclude conclude VBP work_sgdejolmezfsfeseqbroy6peum 296 3 that that IN work_sgdejolmezfsfeseqbroy6peum 296 4 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 296 5 competes compete VBZ work_sgdejolmezfsfeseqbroy6peum 296 6 favorably favorably RB work_sgdejolmezfsfeseqbroy6peum 296 7 with with IN work_sgdejolmezfsfeseqbroy6peum 296 8 MRT60 MRT60 NNP work_sgdejolmezfsfeseqbroy6peum 296 9 and and CC work_sgdejolmezfsfeseqbroy6peum 296 10 CPTS CPTS NNP work_sgdejolmezfsfeseqbroy6peum 296 11 on on IN work_sgdejolmezfsfeseqbroy6peum 296 12 the the DT work_sgdejolmezfsfeseqbroy6peum 296 13 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 296 14 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 296 15 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 296 16 . . . work_sgdejolmezfsfeseqbroy6peum 297 1 5 5 CD work_sgdejolmezfsfeseqbroy6peum 297 2 . . . work_sgdejolmezfsfeseqbroy6peum 298 1 Analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 298 2 and and CC work_sgdejolmezfsfeseqbroy6peum 298 3 discussion discussion NN work_sgdejolmezfsfeseqbroy6peum 298 4 The the DT work_sgdejolmezfsfeseqbroy6peum 298 5 performance performance NN work_sgdejolmezfsfeseqbroy6peum 298 6 of of IN work_sgdejolmezfsfeseqbroy6peum 298 7 a a DT work_sgdejolmezfsfeseqbroy6peum 298 8 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 298 9 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 298 10 may may MD work_sgdejolmezfsfeseqbroy6peum 298 11 be be VB work_sgdejolmezfsfeseqbroy6peum 298 12 influenced influence VBN work_sgdejolmezfsfeseqbroy6peum 298 13 by by IN work_sgdejolmezfsfeseqbroy6peum 298 14 the the DT work_sgdejolmezfsfeseqbroy6peum 298 15 character- character- XX work_sgdejolmezfsfeseqbroy6peum 298 16 istics istic NNS work_sgdejolmezfsfeseqbroy6peum 298 17 of of IN work_sgdejolmezfsfeseqbroy6peum 298 18 the the DT work_sgdejolmezfsfeseqbroy6peum 298 19 search search NN work_sgdejolmezfsfeseqbroy6peum 298 20 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 298 21 like like IN work_sgdejolmezfsfeseqbroy6peum 298 22 the the DT work_sgdejolmezfsfeseqbroy6peum 298 23 average average JJ work_sgdejolmezfsfeseqbroy6peum 298 24 distance distance NN work_sgdejolmezfsfeseqbroy6peum 298 25 between between IN work_sgdejolmezfsfeseqbroy6peum 298 26 local local JJ work_sgdejolmezfsfeseqbroy6peum 298 27 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 298 28 and and CC work_sgdejolmezfsfeseqbroy6peum 298 29 the the DT work_sgdejolmezfsfeseqbroy6peum 298 30 relative relative JJ work_sgdejolmezfsfeseqbroy6peum 298 31 distance distance NN work_sgdejolmezfsfeseqbroy6peum 298 32 of of IN work_sgdejolmezfsfeseqbroy6peum 298 33 local local JJ work_sgdejolmezfsfeseqbroy6peum 298 34 optima optima NN work_sgdejolmezfsfeseqbroy6peum 298 35 to to IN work_sgdejolmezfsfeseqbroy6peum 298 36 the the DT work_sgdejolmezfsfeseqbroy6peum 298 37 nearest near JJS work_sgdejolmezfsfeseqbroy6peum 298 38 global global JJ work_sgdejolmezfsfeseqbroy6peum 298 39 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 298 40 . . . work_sgdejolmezfsfeseqbroy6peum 299 1 Analyses analysis NNS work_sgdejolmezfsfeseqbroy6peum 299 2 of of IN work_sgdejolmezfsfeseqbroy6peum 299 3 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 299 4 between between IN work_sgdejolmezfsfeseqbroy6peum 299 5 solution solution NN work_sgdejolmezfsfeseqbroy6peum 299 6 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 299 7 and and CC work_sgdejolmezfsfeseqbroy6peum 299 8 distance distance NN work_sgdejolmezfsfeseqbroy6peum 299 9 to to IN work_sgdejolmezfsfeseqbroy6peum 299 10 global global JJ work_sgdejolmezfsfeseqbroy6peum 299 11 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 299 12 have have VBP work_sgdejolmezfsfeseqbroy6peum 299 13 shown show VBN work_sgdejolmezfsfeseqbroy6peum 299 14 to to TO work_sgdejolmezfsfeseqbroy6peum 299 15 be be VB work_sgdejolmezfsfeseqbroy6peum 299 16 particularly particularly RB work_sgdejolmezfsfeseqbroy6peum 299 17 useful useful JJ work_sgdejolmezfsfeseqbroy6peum 299 18 for for IN work_sgdejolmezfsfeseqbroy6peum 299 19 a a DT work_sgdejolmezfsfeseqbroy6peum 299 20 better well JJR work_sgdejolmezfsfeseqbroy6peum 299 21 understanding understanding NN work_sgdejolmezfsfeseqbroy6peum 299 22 of of IN work_sgdejolmezfsfeseqbroy6peum 299 23 algorithm algorithm JJ work_sgdejolmezfsfeseqbroy6peum 299 24 behavior behavior NN work_sgdejolmezfsfeseqbroy6peum 299 25 and and CC work_sgdejolmezfsfeseqbroy6peum 299 26 for for IN work_sgdejolmezfsfeseqbroy6peum 299 27 designing design VBG work_sgdejolmezfsfeseqbroy6peum 299 28 suitable suitable JJ work_sgdejolmezfsfeseqbroy6peum 299 29 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 299 30 for for IN work_sgdejolmezfsfeseqbroy6peum 299 31 a a DT work_sgdejolmezfsfeseqbroy6peum 299 32 more more RBR work_sgdejolmezfsfeseqbroy6peum 299 33 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 299 34 search search NN work_sgdejolmezfsfeseqbroy6peum 299 35 . . . work_sgdejolmezfsfeseqbroy6peum 300 1 Landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 300 2 studies study NNS work_sgdejolmezfsfeseqbroy6peum 300 3 have have VBP work_sgdejolmezfsfeseqbroy6peum 300 4 been be VBN work_sgdejolmezfsfeseqbroy6peum 300 5 previously previously RB work_sgdejolmezfsfeseqbroy6peum 300 6 reported report VBN work_sgdejolmezfsfeseqbroy6peum 300 7 for for IN work_sgdejolmezfsfeseqbroy6peum 300 8 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 300 9 in in IN work_sgdejolmezfsfeseqbroy6peum 300 10 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 300 11 & & CC work_sgdejolmezfsfeseqbroy6peum 300 12 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 300 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 300 14 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 300 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 300 16 and and CC work_sgdejolmezfsfeseqbroy6peum 300 17 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 300 18 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 300 19 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 300 20 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 300 21 and and CC work_sgdejolmezfsfeseqbroy6peum 300 22 for for IN work_sgdejolmezfsfeseqbroy6peum 300 23 other other JJ work_sgdejolmezfsfeseqbroy6peum 300 24 well well RB work_sgdejolmezfsfeseqbroy6peum 300 25 - - HYPH work_sgdejolmezfsfeseqbroy6peum 300 26 known know VBN work_sgdejolmezfsfeseqbroy6peum 300 27 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 300 28 like like IN work_sgdejolmezfsfeseqbroy6peum 300 29 the the DT work_sgdejolmezfsfeseqbroy6peum 300 30 TSP tsp NN work_sgdejolmezfsfeseqbroy6peum 300 31 problem problem NN work_sgdejolmezfsfeseqbroy6peum 300 32 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 300 33 Boese Boese NNP work_sgdejolmezfsfeseqbroy6peum 300 34 , , , work_sgdejolmezfsfeseqbroy6peum 300 35 1995 1995 CD work_sgdejolmezfsfeseqbroy6peum 300 36 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 300 37 and and CC work_sgdejolmezfsfeseqbroy6peum 300 38 the the DT work_sgdejolmezfsfeseqbroy6peum 300 39 flow flow NN work_sgdejolmezfsfeseqbroy6peum 300 40 - - HYPH work_sgdejolmezfsfeseqbroy6peum 300 41 shop shop NN work_sgdejolmezfsfeseqbroy6peum 300 42 scheduling scheduling NN work_sgdejolmezfsfeseqbroy6peum 300 43 problem problem NN work_sgdejolmezfsfeseqbroy6peum 300 44 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 300 45 Reeves Reeves NNP work_sgdejolmezfsfeseqbroy6peum 300 46 , , , work_sgdejolmezfsfeseqbroy6peum 300 47 1997 1997 CD work_sgdejolmezfsfeseqbroy6peum 300 48 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 300 49 . . . work_sgdejolmezfsfeseqbroy6peum 301 1 In in IN work_sgdejolmezfsfeseqbroy6peum 301 2 this this DT work_sgdejolmezfsfeseqbroy6peum 301 3 section section NN work_sgdejolmezfsfeseqbroy6peum 301 4 , , , work_sgdejolmezfsfeseqbroy6peum 301 5 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 301 6 report report VBP work_sgdejolmezfsfeseqbroy6peum 301 7 a a DT work_sgdejolmezfsfeseqbroy6peum 301 8 similar similar JJ work_sgdejolmezfsfeseqbroy6peum 301 9 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 301 10 , , , work_sgdejolmezfsfeseqbroy6peum 301 11 based base VBN work_sgdejolmezfsfeseqbroy6peum 301 12 on on IN work_sgdejolmezfsfeseqbroy6peum 301 13 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 301 14 sampled sample VBN work_sgdejolmezfsfeseqbroy6peum 301 15 by by IN work_sgdejolmezfsfeseqbroy6peum 301 16 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 301 17 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 301 18 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 301 19 which which WDT work_sgdejolmezfsfeseqbroy6peum 301 20 are be VBP work_sgdejolmezfsfeseqbroy6peum 301 21 probably probably RB work_sgdejolmezfsfeseqbroy6peum 301 22 quite quite RB work_sgdejolmezfsfeseqbroy6peum 301 23 different different JJ work_sgdejolmezfsfeseqbroy6peum 301 24 from from IN work_sgdejolmezfsfeseqbroy6peum 301 25 the the DT work_sgdejolmezfsfeseqbroy6peum 301 26 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 301 27 used use VBN work_sgdejolmezfsfeseqbroy6peum 301 28 in in IN work_sgdejolmezfsfeseqbroy6peum 301 29 the the DT work_sgdejolmezfsfeseqbroy6peum 301 30 previous previous JJ work_sgdejolmezfsfeseqbroy6peum 301 31 studies study NNS work_sgdejolmezfsfeseqbroy6peum 301 32 on on IN work_sgdejolmezfsfeseqbroy6peum 301 33 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 301 34 . . . work_sgdejolmezfsfeseqbroy6peum 302 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 302 2 perform perform VBP work_sgdejolmezfsfeseqbroy6peum 302 3 the the DT work_sgdejolmezfsfeseqbroy6peum 302 4 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 302 5 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 302 6 on on IN work_sgdejolmezfsfeseqbroy6peum 302 7 16 16 CD work_sgdejolmezfsfeseqbroy6peum 302 8 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 302 9 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 302 10 , , , work_sgdejolmezfsfeseqbroy6peum 302 11 based base VBN work_sgdejolmezfsfeseqbroy6peum 302 12 on on IN work_sgdejolmezfsfeseqbroy6peum 302 13 a a DT work_sgdejolmezfsfeseqbroy6peum 302 14 set set NN work_sgdejolmezfsfeseqbroy6peum 302 15 of of IN work_sgdejolmezfsfeseqbroy6peum 302 16 distinct distinct JJ work_sgdejolmezfsfeseqbroy6peum 302 17 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 302 18 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 302 19 after after IN work_sgdejolmezfsfeseqbroy6peum 302 20 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 302 21 independent independent JJ work_sgdejolmezfsfeseqbroy6peum 302 22 runs run NNS work_sgdejolmezfsfeseqbroy6peum 302 23 of of IN work_sgdejolmezfsfeseqbroy6peum 302 24 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 302 25 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 302 26 approach approach NN work_sgdejolmezfsfeseqbroy6peum 302 27 . . . work_sgdejolmezfsfeseqbroy6peum 303 1 The the DT work_sgdejolmezfsfeseqbroy6peum 303 2 number number NN work_sgdejolmezfsfeseqbroy6peum 303 3 of of IN work_sgdejolmezfsfeseqbroy6peum 303 4 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 303 5 per per IN work_sgdejolmezfsfeseqbroy6peum 303 6 run run NN work_sgdejolmezfsfeseqbroy6peum 303 7 is be VBZ work_sgdejolmezfsfeseqbroy6peum 303 8 set set VBN work_sgdejolmezfsfeseqbroy6peum 303 9 to to IN work_sgdejolmezfsfeseqbroy6peum 303 10 200000 200000 CD work_sgdejolmezfsfeseqbroy6peum 303 11 . . . work_sgdejolmezfsfeseqbroy6peum 304 1 As as IN work_sgdejolmezfsfeseqbroy6peum 304 2 the the DT work_sgdejolmezfsfeseqbroy6peum 304 3 distance distance NN work_sgdejolmezfsfeseqbroy6peum 304 4 between between IN work_sgdejolmezfsfeseqbroy6peum 304 5 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 304 6 , , , work_sgdejolmezfsfeseqbroy6peum 304 7 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 304 8 calculate calculate VBP work_sgdejolmezfsfeseqbroy6peum 304 9 the the DT work_sgdejolmezfsfeseqbroy6peum 304 10 number number NN work_sgdejolmezfsfeseqbroy6peum 304 11 of of IN work_sgdejolmezfsfeseqbroy6peum 304 12 facilities facility NNS work_sgdejolmezfsfeseqbroy6peum 304 13 that that WDT work_sgdejolmezfsfeseqbroy6peum 304 14 are be VBP work_sgdejolmezfsfeseqbroy6peum 304 15 allocated allocate VBN work_sgdejolmezfsfeseqbroy6peum 304 16 to to IN work_sgdejolmezfsfeseqbroy6peum 304 17 distinct distinct JJ work_sgdejolmezfsfeseqbroy6peum 304 18 locations location NNS work_sgdejolmezfsfeseqbroy6peum 304 19 in in IN work_sgdejolmezfsfeseqbroy6peum 304 20 two two CD work_sgdejolmezfsfeseqbroy6peum 304 21 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 304 22 π π NN work_sgdejolmezfsfeseqbroy6peum 304 23 and and CC work_sgdejolmezfsfeseqbroy6peum 304 24 π′ π′ NNP work_sgdejolmezfsfeseqbroy6peum 304 25 , , , work_sgdejolmezfsfeseqbroy6peum 304 26 i.e. i.e. FW work_sgdejolmezfsfeseqbroy6peum 304 27 , , , work_sgdejolmezfsfeseqbroy6peum 304 28 d(π d(π NNP work_sgdejolmezfsfeseqbroy6peum 304 29 , , , work_sgdejolmezfsfeseqbroy6peum 304 30 π′ π′ NNP work_sgdejolmezfsfeseqbroy6peum 304 31 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 304 32 = = NFP work_sgdejolmezfsfeseqbroy6peum 304 33 |{i|πi |{i|πi CD work_sgdejolmezfsfeseqbroy6peum 304 34 6= 6= CD work_sgdejolmezfsfeseqbroy6peum 304 35 π π NN work_sgdejolmezfsfeseqbroy6peum 304 36 ′ ′ -RRB- work_sgdejolmezfsfeseqbroy6peum 304 37 i}| i}| NNP work_sgdejolmezfsfeseqbroy6peum 304 38 . . . work_sgdejolmezfsfeseqbroy6peum 305 1 Since since IN work_sgdejolmezfsfeseqbroy6peum 305 2 global global JJ work_sgdejolmezfsfeseqbroy6peum 305 3 optima optima NN work_sgdejolmezfsfeseqbroy6peum 305 4 for for IN work_sgdejolmezfsfeseqbroy6peum 305 5 the the DT work_sgdejolmezfsfeseqbroy6peum 305 6 analyzed analyze VBN work_sgdejolmezfsfeseqbroy6peum 305 7 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 305 8 are be VBP work_sgdejolmezfsfeseqbroy6peum 305 9 not not RB work_sgdejolmezfsfeseqbroy6peum 305 10 known know VBN work_sgdejolmezfsfeseqbroy6peum 305 11 , , , work_sgdejolmezfsfeseqbroy6peum 305 12 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 305 13 use use VBP work_sgdejolmezfsfeseqbroy6peum 305 14 instead instead RB work_sgdejolmezfsfeseqbroy6peum 305 15 the the DT work_sgdejolmezfsfeseqbroy6peum 305 16 best well RBS work_sgdejolmezfsfeseqbroy6peum 305 17 - - HYPH work_sgdejolmezfsfeseqbroy6peum 305 18 known know VBN work_sgdejolmezfsfeseqbroy6peum 305 19 local local JJ work_sgdejolmezfsfeseqbroy6peum 305 20 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 305 21 to to TO work_sgdejolmezfsfeseqbroy6peum 305 22 compute compute VB work_sgdejolmezfsfeseqbroy6peum 305 23 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 305 24 - - HYPH work_sgdejolmezfsfeseqbroy6peum 305 25 distance distance NN work_sgdejolmezfsfeseqbroy6peum 305 26 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 305 27 and and CC work_sgdejolmezfsfeseqbroy6peum 305 28 refer refer VB work_sgdejolmezfsfeseqbroy6peum 305 29 to to IN work_sgdejolmezfsfeseqbroy6peum 305 30 them -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 305 31 as as IN work_sgdejolmezfsfeseqbroy6peum 305 32 global global JJ work_sgdejolmezfsfeseqbroy6peum 305 33 optima optima NN work_sgdejolmezfsfeseqbroy6peum 305 34 . . . work_sgdejolmezfsfeseqbroy6peum 306 1 5.1 5.1 CD work_sgdejolmezfsfeseqbroy6peum 306 2 . . . work_sgdejolmezfsfeseqbroy6peum 307 1 Landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 307 2 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 307 3 - - HYPH work_sgdejolmezfsfeseqbroy6peum 307 4 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 307 5 and and CC work_sgdejolmezfsfeseqbroy6peum 307 6 distribution distribution NN work_sgdejolmezfsfeseqbroy6peum 307 7 of of IN work_sgdejolmezfsfeseqbroy6peum 307 8 local local JJ work_sgdejolmezfsfeseqbroy6peum 307 9 optima optima NN work_sgdejolmezfsfeseqbroy6peum 307 10 The the DT work_sgdejolmezfsfeseqbroy6peum 307 11 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 307 12 distance distance NN work_sgdejolmezfsfeseqbroy6peum 307 13 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 307 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 307 15 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 307 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 307 17 coefficient coefficient NN work_sgdejolmezfsfeseqbroy6peum 307 18 ρ ρ FW work_sgdejolmezfsfeseqbroy6peum 307 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 307 20 Jones Jones NNP work_sgdejolmezfsfeseqbroy6peum 307 21 & & CC work_sgdejolmezfsfeseqbroy6peum 307 22 Forrest Forrest NNP work_sgdejolmezfsfeseqbroy6peum 307 23 , , , work_sgdejolmezfsfeseqbroy6peum 307 24 1995 1995 CD work_sgdejolmezfsfeseqbroy6peum 307 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 307 26 captures capture VBZ work_sgdejolmezfsfeseqbroy6peum 307 27 the the DT work_sgdejolmezfsfeseqbroy6peum 307 28 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 307 29 between between IN work_sgdejolmezfsfeseqbroy6peum 307 30 the the DT work_sgdejolmezfsfeseqbroy6peum 307 31 solution solution NN work_sgdejolmezfsfeseqbroy6peum 307 32 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 307 33 and and CC work_sgdejolmezfsfeseqbroy6peum 307 34 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 307 35 distance distance NN work_sgdejolmezfsfeseqbroy6peum 307 36 to to IN work_sgdejolmezfsfeseqbroy6peum 307 37 the the DT work_sgdejolmezfsfeseqbroy6peum 307 38 nearest near JJS work_sgdejolmezfsfeseqbroy6peum 307 39 global global JJ work_sgdejolmezfsfeseqbroy6peum 307 40 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 307 41 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 307 42 or or CC work_sgdejolmezfsfeseqbroy6peum 307 43 best well RBS work_sgdejolmezfsfeseqbroy6peum 307 44 - - HYPH work_sgdejolmezfsfeseqbroy6peum 307 45 known know VBN work_sgdejolmezfsfeseqbroy6peum 307 46 solution solution NN work_sgdejolmezfsfeseqbroy6peum 307 47 if if IN work_sgdejolmezfsfeseqbroy6peum 307 48 global global JJ work_sgdejolmezfsfeseqbroy6peum 307 49 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 307 50 is be VBZ work_sgdejolmezfsfeseqbroy6peum 307 51 not not RB work_sgdejolmezfsfeseqbroy6peum 307 52 avail- avail- JJ work_sgdejolmezfsfeseqbroy6peum 307 53 able able JJ work_sgdejolmezfsfeseqbroy6peum 307 54 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 307 55 . . . work_sgdejolmezfsfeseqbroy6peum 308 1 For for IN work_sgdejolmezfsfeseqbroy6peum 308 2 a a DT work_sgdejolmezfsfeseqbroy6peum 308 3 minimization minimization NN work_sgdejolmezfsfeseqbroy6peum 308 4 problem problem NN work_sgdejolmezfsfeseqbroy6peum 308 5 , , , work_sgdejolmezfsfeseqbroy6peum 308 6 if if IN work_sgdejolmezfsfeseqbroy6peum 308 7 the the DT work_sgdejolmezfsfeseqbroy6peum 308 8 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 308 9 of of IN work_sgdejolmezfsfeseqbroy6peum 308 10 a a DT work_sgdejolmezfsfeseqbroy6peum 308 11 solution solution NN work_sgdejolmezfsfeseqbroy6peum 308 12 decreases decrease VBZ work_sgdejolmezfsfeseqbroy6peum 308 13 with with IN work_sgdejolmezfsfeseqbroy6peum 308 14 17 17 CD work_sgdejolmezfsfeseqbroy6peum 308 15 the the DT work_sgdejolmezfsfeseqbroy6peum 308 16 decrease decrease NN work_sgdejolmezfsfeseqbroy6peum 308 17 of of IN work_sgdejolmezfsfeseqbroy6peum 308 18 distance distance NN work_sgdejolmezfsfeseqbroy6peum 308 19 from from IN work_sgdejolmezfsfeseqbroy6peum 308 20 the the DT work_sgdejolmezfsfeseqbroy6peum 308 21 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 308 22 , , , work_sgdejolmezfsfeseqbroy6peum 308 23 then then RB work_sgdejolmezfsfeseqbroy6peum 308 24 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 308 25 should should MD work_sgdejolmezfsfeseqbroy6peum 308 26 be be VB work_sgdejolmezfsfeseqbroy6peum 308 27 easy easy JJ work_sgdejolmezfsfeseqbroy6peum 308 28 to to TO work_sgdejolmezfsfeseqbroy6peum 308 29 reach reach VB work_sgdejolmezfsfeseqbroy6peum 308 30 the the DT work_sgdejolmezfsfeseqbroy6peum 308 31 target target NN work_sgdejolmezfsfeseqbroy6peum 308 32 optimum optimum JJ work_sgdejolmezfsfeseqbroy6peum 308 33 for for IN work_sgdejolmezfsfeseqbroy6peum 308 34 an an DT work_sgdejolmezfsfeseqbroy6peum 308 35 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 308 36 that that WDT work_sgdejolmezfsfeseqbroy6peum 308 37 concentrates concentrate VBZ work_sgdejolmezfsfeseqbroy6peum 308 38 around around IN work_sgdejolmezfsfeseqbroy6peum 308 39 the the DT work_sgdejolmezfsfeseqbroy6peum 308 40 best good JJS work_sgdejolmezfsfeseqbroy6peum 308 41 candidate candidate NN work_sgdejolmezfsfeseqbroy6peum 308 42 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 308 43 found find VBN work_sgdejolmezfsfeseqbroy6peum 308 44 so so RB work_sgdejolmezfsfeseqbroy6peum 308 45 far far RB work_sgdejolmezfsfeseqbroy6peum 308 46 , , , work_sgdejolmezfsfeseqbroy6peum 308 47 since since IN work_sgdejolmezfsfeseqbroy6peum 308 48 there there EX work_sgdejolmezfsfeseqbroy6peum 308 49 is be VBZ work_sgdejolmezfsfeseqbroy6peum 308 50 a a DT work_sgdejolmezfsfeseqbroy6peum 308 51 “ " `` work_sgdejolmezfsfeseqbroy6peum 308 52 path path NN work_sgdejolmezfsfeseqbroy6peum 308 53 ” " '' work_sgdejolmezfsfeseqbroy6peum 308 54 to to IN work_sgdejolmezfsfeseqbroy6peum 308 55 the the DT work_sgdejolmezfsfeseqbroy6peum 308 56 optimum optimum JJ work_sgdejolmezfsfeseqbroy6peum 308 57 via via IN work_sgdejolmezfsfeseqbroy6peum 308 58 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 308 59 with with IN work_sgdejolmezfsfeseqbroy6peum 308 60 decreasing decrease VBG work_sgdejolmezfsfeseqbroy6peum 308 61 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 308 62 better well JJR work_sgdejolmezfsfeseqbroy6peum 308 63 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 308 64 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 308 65 . . . work_sgdejolmezfsfeseqbroy6peum 309 1 A a DT work_sgdejolmezfsfeseqbroy6peum 309 2 value value NN work_sgdejolmezfsfeseqbroy6peum 309 3 of of IN work_sgdejolmezfsfeseqbroy6peum 309 4 ρ ρ NN work_sgdejolmezfsfeseqbroy6peum 309 5 = = SYM work_sgdejolmezfsfeseqbroy6peum 309 6 1 1 CD work_sgdejolmezfsfeseqbroy6peum 309 7 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 309 8 perfect perfect JJ work_sgdejolmezfsfeseqbroy6peum 309 9 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 309 10 between between IN work_sgdejolmezfsfeseqbroy6peum 309 11 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 309 12 and and CC work_sgdejolmezfsfeseqbroy6peum 309 13 distance distance NN work_sgdejolmezfsfeseqbroy6peum 309 14 to to IN work_sgdejolmezfsfeseqbroy6peum 309 15 the the DT work_sgdejolmezfsfeseqbroy6peum 309 16 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 309 17 . . . work_sgdejolmezfsfeseqbroy6peum 310 1 For for IN work_sgdejolmezfsfeseqbroy6peum 310 2 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 310 3 of of IN work_sgdejolmezfsfeseqbroy6peum 310 4 ρ ρ NN work_sgdejolmezfsfeseqbroy6peum 310 5 = = SYM work_sgdejolmezfsfeseqbroy6peum 310 6 −1 −1 NNP work_sgdejolmezfsfeseqbroy6peum 310 7 , , , work_sgdejolmezfsfeseqbroy6peum 310 8 the the DT work_sgdejolmezfsfeseqbroy6peum 310 9 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 310 10 function function NN work_sgdejolmezfsfeseqbroy6peum 310 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 310 12 completely completely RB work_sgdejolmezfsfeseqbroy6peum 310 13 misleading misleading JJ work_sgdejolmezfsfeseqbroy6peum 310 14 . . . work_sgdejolmezfsfeseqbroy6peum 311 1 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 311 2 can can MD work_sgdejolmezfsfeseqbroy6peum 311 3 also also RB work_sgdejolmezfsfeseqbroy6peum 311 4 be be VB work_sgdejolmezfsfeseqbroy6peum 311 5 visualized visualize VBN work_sgdejolmezfsfeseqbroy6peum 311 6 with with IN work_sgdejolmezfsfeseqbroy6peum 311 7 a a DT work_sgdejolmezfsfeseqbroy6peum 311 8 FD FD NNP work_sgdejolmezfsfeseqbroy6peum 311 9 plot plot NN work_sgdejolmezfsfeseqbroy6peum 311 10 , , , work_sgdejolmezfsfeseqbroy6peum 311 11 where where WRB work_sgdejolmezfsfeseqbroy6peum 311 12 the the DT work_sgdejolmezfsfeseqbroy6peum 311 13 same same JJ work_sgdejolmezfsfeseqbroy6peum 311 14 data datum NNS work_sgdejolmezfsfeseqbroy6peum 311 15 used use VBN work_sgdejolmezfsfeseqbroy6peum 311 16 for for IN work_sgdejolmezfsfeseqbroy6peum 311 17 estimating estimate VBG work_sgdejolmezfsfeseqbroy6peum 311 18 ρ ρ PRP work_sgdejolmezfsfeseqbroy6peum 311 19 is be VBZ work_sgdejolmezfsfeseqbroy6peum 311 20 displayed display VBN work_sgdejolmezfsfeseqbroy6peum 311 21 graphically graphically RB work_sgdejolmezfsfeseqbroy6peum 311 22 . . . work_sgdejolmezfsfeseqbroy6peum 312 1 0.2 0.2 CD work_sgdejolmezfsfeseqbroy6peum 312 2 0.3 0.3 CD work_sgdejolmezfsfeseqbroy6peum 312 3 0.4 0.4 CD work_sgdejolmezfsfeseqbroy6peum 312 4 0.5 0.5 CD work_sgdejolmezfsfeseqbroy6peum 312 5 0.6 0.6 CD work_sgdejolmezfsfeseqbroy6peum 312 6 0.7 0.7 CD work_sgdejolmezfsfeseqbroy6peum 312 7 0.8 0.8 CD work_sgdejolmezfsfeseqbroy6peum 312 8 0.9 0.9 CD work_sgdejolmezfsfeseqbroy6peum 312 9 0 0 CD work_sgdejolmezfsfeseqbroy6peum 312 10 20 20 CD work_sgdejolmezfsfeseqbroy6peum 312 11 40 40 CD work_sgdejolmezfsfeseqbroy6peum 312 12 60 60 CD work_sgdejolmezfsfeseqbroy6peum 312 13 80 80 CD work_sgdejolmezfsfeseqbroy6peum 312 14 100 100 CD work_sgdejolmezfsfeseqbroy6peum 312 15 % % NN work_sgdejolmezfsfeseqbroy6peum 312 16 d d NN work_sgdejolmezfsfeseqbroy6peum 312 17 e e NN work_sgdejolmezfsfeseqbroy6peum 312 18 vi vi NNP work_sgdejolmezfsfeseqbroy6peum 312 19 a a DT work_sgdejolmezfsfeseqbroy6peum 312 20 tio tio NN work_sgdejolmezfsfeseqbroy6peum 312 21 n n IN work_sgdejolmezfsfeseqbroy6peum 312 22 t t NN work_sgdejolmezfsfeseqbroy6peum 312 23 o o NN work_sgdejolmezfsfeseqbroy6peum 312 24 t t NN work_sgdejolmezfsfeseqbroy6peum 312 25 h h NNP work_sgdejolmezfsfeseqbroy6peum 312 26 e e NNP work_sgdejolmezfsfeseqbroy6peum 312 27 b b NNP work_sgdejolmezfsfeseqbroy6peum 312 28 e e NNP work_sgdejolmezfsfeseqbroy6peum 312 29 st st NNP work_sgdejolmezfsfeseqbroy6peum 312 30 k k NNP work_sgdejolmezfsfeseqbroy6peum 312 31 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 32 o o NNP work_sgdejolmezfsfeseqbroy6peum 312 33 w w NNP work_sgdejolmezfsfeseqbroy6peum 312 34 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 35 s s NNP work_sgdejolmezfsfeseqbroy6peum 312 36 o o XX work_sgdejolmezfsfeseqbroy6peum 312 37 lu lu NNP work_sgdejolmezfsfeseqbroy6peum 312 38 tio tio NNP work_sgdejolmezfsfeseqbroy6peum 312 39 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 40 Distance Distance NNP work_sgdejolmezfsfeseqbroy6peum 312 41 to to TO work_sgdejolmezfsfeseqbroy6peum 312 42 optimum optimum VB work_sgdejolmezfsfeseqbroy6peum 312 43 tai100a tai100a NNP work_sgdejolmezfsfeseqbroy6peum 312 44 0 0 CD work_sgdejolmezfsfeseqbroy6peum 312 45 0.05 0.05 CD work_sgdejolmezfsfeseqbroy6peum 312 46 0.1 0.1 CD work_sgdejolmezfsfeseqbroy6peum 312 47 0.15 0.15 CD work_sgdejolmezfsfeseqbroy6peum 312 48 0.2 0.2 CD work_sgdejolmezfsfeseqbroy6peum 312 49 0.25 0.25 CD work_sgdejolmezfsfeseqbroy6peum 312 50 0.3 0.3 CD work_sgdejolmezfsfeseqbroy6peum 312 51 0 0 CD work_sgdejolmezfsfeseqbroy6peum 312 52 20 20 CD work_sgdejolmezfsfeseqbroy6peum 312 53 40 40 CD work_sgdejolmezfsfeseqbroy6peum 312 54 60 60 CD work_sgdejolmezfsfeseqbroy6peum 312 55 80 80 CD work_sgdejolmezfsfeseqbroy6peum 312 56 100 100 CD work_sgdejolmezfsfeseqbroy6peum 312 57 % % NN work_sgdejolmezfsfeseqbroy6peum 312 58 d d NN work_sgdejolmezfsfeseqbroy6peum 312 59 e e NN work_sgdejolmezfsfeseqbroy6peum 312 60 vi vi NNP work_sgdejolmezfsfeseqbroy6peum 312 61 a a DT work_sgdejolmezfsfeseqbroy6peum 312 62 tio tio NN work_sgdejolmezfsfeseqbroy6peum 312 63 n n IN work_sgdejolmezfsfeseqbroy6peum 312 64 t t NN work_sgdejolmezfsfeseqbroy6peum 312 65 o o NN work_sgdejolmezfsfeseqbroy6peum 312 66 t t NN work_sgdejolmezfsfeseqbroy6peum 312 67 h h NNP work_sgdejolmezfsfeseqbroy6peum 312 68 e e NNP work_sgdejolmezfsfeseqbroy6peum 312 69 b b NNP work_sgdejolmezfsfeseqbroy6peum 312 70 e e NNP work_sgdejolmezfsfeseqbroy6peum 312 71 st st NNP work_sgdejolmezfsfeseqbroy6peum 312 72 k k NNP work_sgdejolmezfsfeseqbroy6peum 312 73 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 74 o o NNP work_sgdejolmezfsfeseqbroy6peum 312 75 w w NNP work_sgdejolmezfsfeseqbroy6peum 312 76 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 77 s s NNP work_sgdejolmezfsfeseqbroy6peum 312 78 o o XX work_sgdejolmezfsfeseqbroy6peum 312 79 lu lu NNP work_sgdejolmezfsfeseqbroy6peum 312 80 tio tio NNP work_sgdejolmezfsfeseqbroy6peum 312 81 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 82 Distance Distance NNP work_sgdejolmezfsfeseqbroy6peum 312 83 to to IN work_sgdejolmezfsfeseqbroy6peum 312 84 optimum optimum JJ work_sgdejolmezfsfeseqbroy6peum 312 85 sko100a sko100a NNP work_sgdejolmezfsfeseqbroy6peum 312 86 0 0 CD work_sgdejolmezfsfeseqbroy6peum 312 87 0.5 0.5 CD work_sgdejolmezfsfeseqbroy6peum 312 88 1 1 CD work_sgdejolmezfsfeseqbroy6peum 312 89 1.5 1.5 CD work_sgdejolmezfsfeseqbroy6peum 312 90 2 2 CD work_sgdejolmezfsfeseqbroy6peum 312 91 2.5 2.5 CD work_sgdejolmezfsfeseqbroy6peum 312 92 0 0 CD work_sgdejolmezfsfeseqbroy6peum 312 93 20 20 CD work_sgdejolmezfsfeseqbroy6peum 312 94 40 40 CD work_sgdejolmezfsfeseqbroy6peum 312 95 60 60 CD work_sgdejolmezfsfeseqbroy6peum 312 96 80 80 CD work_sgdejolmezfsfeseqbroy6peum 312 97 100 100 CD work_sgdejolmezfsfeseqbroy6peum 312 98 % % NN work_sgdejolmezfsfeseqbroy6peum 312 99 d d NN work_sgdejolmezfsfeseqbroy6peum 312 100 e e NN work_sgdejolmezfsfeseqbroy6peum 312 101 vi vi NNP work_sgdejolmezfsfeseqbroy6peum 312 102 a a DT work_sgdejolmezfsfeseqbroy6peum 312 103 tio tio NN work_sgdejolmezfsfeseqbroy6peum 312 104 n n IN work_sgdejolmezfsfeseqbroy6peum 312 105 t t NN work_sgdejolmezfsfeseqbroy6peum 312 106 o o NN work_sgdejolmezfsfeseqbroy6peum 312 107 t t NN work_sgdejolmezfsfeseqbroy6peum 312 108 h h NNP work_sgdejolmezfsfeseqbroy6peum 312 109 e e NNP work_sgdejolmezfsfeseqbroy6peum 312 110 b b NNP work_sgdejolmezfsfeseqbroy6peum 312 111 e e NNP work_sgdejolmezfsfeseqbroy6peum 312 112 st st NNP work_sgdejolmezfsfeseqbroy6peum 312 113 k k NNP work_sgdejolmezfsfeseqbroy6peum 312 114 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 115 o o NNP work_sgdejolmezfsfeseqbroy6peum 312 116 w w NNP work_sgdejolmezfsfeseqbroy6peum 312 117 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 118 s s NNP work_sgdejolmezfsfeseqbroy6peum 312 119 o o XX work_sgdejolmezfsfeseqbroy6peum 312 120 lu lu NNP work_sgdejolmezfsfeseqbroy6peum 312 121 tio tio NNP work_sgdejolmezfsfeseqbroy6peum 312 122 n n NNP work_sgdejolmezfsfeseqbroy6peum 312 123 Distance Distance NNP work_sgdejolmezfsfeseqbroy6peum 312 124 to to TO work_sgdejolmezfsfeseqbroy6peum 312 125 optimum optimum JJ work_sgdejolmezfsfeseqbroy6peum 312 126 tai100b tai100b HYPH work_sgdejolmezfsfeseqbroy6peum 312 127 Figure figure NN work_sgdejolmezfsfeseqbroy6peum 312 128 3 3 CD work_sgdejolmezfsfeseqbroy6peum 312 129 : : : work_sgdejolmezfsfeseqbroy6peum 312 130 Distances distance NNS work_sgdejolmezfsfeseqbroy6peum 312 131 of of IN work_sgdejolmezfsfeseqbroy6peum 312 132 local local JJ work_sgdejolmezfsfeseqbroy6peum 312 133 optima optima NN work_sgdejolmezfsfeseqbroy6peum 312 134 to to IN work_sgdejolmezfsfeseqbroy6peum 312 135 the the DT work_sgdejolmezfsfeseqbroy6peum 312 136 best well RBS work_sgdejolmezfsfeseqbroy6peum 312 137 - - HYPH work_sgdejolmezfsfeseqbroy6peum 312 138 known know VBN work_sgdejolmezfsfeseqbroy6peum 312 139 solution solution NN work_sgdejolmezfsfeseqbroy6peum 312 140 based base VBN work_sgdejolmezfsfeseqbroy6peum 312 141 on on IN work_sgdejolmezfsfeseqbroy6peum 312 142 solutions solution NNS work_sgdejolmezfsfeseqbroy6peum 312 143 sampled sample VBN work_sgdejolmezfsfeseqbroy6peum 312 144 by by IN work_sgdejolmezfsfeseqbroy6peum 312 145 the the DT work_sgdejolmezfsfeseqbroy6peum 312 146 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 312 147 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 312 148 for for IN work_sgdejolmezfsfeseqbroy6peum 312 149 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 312 150 tai100a tai100a NNP work_sgdejolmezfsfeseqbroy6peum 312 151 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 312 152 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 312 153 II II NNP work_sgdejolmezfsfeseqbroy6peum 312 154 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 312 155 , , , work_sgdejolmezfsfeseqbroy6peum 312 156 sko100a sko100a FW work_sgdejolmezfsfeseqbroy6peum 312 157 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 312 158 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 312 159 III III NNP work_sgdejolmezfsfeseqbroy6peum 312 160 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 312 161 and and CC work_sgdejolmezfsfeseqbroy6peum 312 162 tai100b tai100b HYPH work_sgdejolmezfsfeseqbroy6peum 312 163 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 312 164 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 312 165 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 312 166 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 312 167 . . . work_sgdejolmezfsfeseqbroy6peum 313 1 In in IN work_sgdejolmezfsfeseqbroy6peum 313 2 column column NN work_sgdejolmezfsfeseqbroy6peum 313 3 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 313 4 ρ ρ XX work_sgdejolmezfsfeseqbroy6peum 313 5 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 313 6 of of IN work_sgdejolmezfsfeseqbroy6peum 313 7 Table table NN work_sgdejolmezfsfeseqbroy6peum 313 8 4 4 CD work_sgdejolmezfsfeseqbroy6peum 313 9 , , , work_sgdejolmezfsfeseqbroy6peum 313 10 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 313 11 report report VBP work_sgdejolmezfsfeseqbroy6peum 313 12 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 313 13 coefficients coefficient NNS work_sgdejolmezfsfeseqbroy6peum 313 14 for for IN work_sgdejolmezfsfeseqbroy6peum 313 15 the the DT work_sgdejolmezfsfeseqbroy6peum 313 16 16 16 CD work_sgdejolmezfsfeseqbroy6peum 313 17 selected select VBN work_sgdejolmezfsfeseqbroy6peum 313 18 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 313 19 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 313 20 . . . work_sgdejolmezfsfeseqbroy6peum 314 1 For for IN work_sgdejolmezfsfeseqbroy6peum 314 2 illustrative illustrative JJ work_sgdejolmezfsfeseqbroy6peum 314 3 purpose purpose NN work_sgdejolmezfsfeseqbroy6peum 314 4 , , , work_sgdejolmezfsfeseqbroy6peum 314 5 FD FD NNP work_sgdejolmezfsfeseqbroy6peum 314 6 plots plot NNS work_sgdejolmezfsfeseqbroy6peum 314 7 for for IN work_sgdejolmezfsfeseqbroy6peum 314 8 three three CD work_sgdejolmezfsfeseqbroy6peum 314 9 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 314 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 314 11 tai100a tai100a NNP work_sgdejolmezfsfeseqbroy6peum 314 12 , , , work_sgdejolmezfsfeseqbroy6peum 314 13 sko100a sko100a NNP work_sgdejolmezfsfeseqbroy6peum 314 14 and and CC work_sgdejolmezfsfeseqbroy6peum 314 15 tai100b tai100b : work_sgdejolmezfsfeseqbroy6peum 314 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 314 17 are be VBP work_sgdejolmezfsfeseqbroy6peum 314 18 given give VBN work_sgdejolmezfsfeseqbroy6peum 314 19 in in IN work_sgdejolmezfsfeseqbroy6peum 314 20 Figure Figure NNP work_sgdejolmezfsfeseqbroy6peum 314 21 3 3 CD work_sgdejolmezfsfeseqbroy6peum 314 22 . . . work_sgdejolmezfsfeseqbroy6peum 315 1 As as IN work_sgdejolmezfsfeseqbroy6peum 315 2 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 315 3 can can MD work_sgdejolmezfsfeseqbroy6peum 315 4 be be VB work_sgdejolmezfsfeseqbroy6peum 315 5 seen see VBN work_sgdejolmezfsfeseqbroy6peum 315 6 from from IN work_sgdejolmezfsfeseqbroy6peum 315 7 the the DT work_sgdejolmezfsfeseqbroy6peum 315 8 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 315 9 coefficients coefficient NNS work_sgdejolmezfsfeseqbroy6peum 315 10 in in IN work_sgdejolmezfsfeseqbroy6peum 315 11 Table table NN work_sgdejolmezfsfeseqbroy6peum 315 12 4 4 CD work_sgdejolmezfsfeseqbroy6peum 315 13 , , , work_sgdejolmezfsfeseqbroy6peum 315 14 there there EX work_sgdejolmezfsfeseqbroy6peum 315 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 315 16 a a DT work_sgdejolmezfsfeseqbroy6peum 315 17 clear clear JJ work_sgdejolmezfsfeseqbroy6peum 315 18 difference difference NN work_sgdejolmezfsfeseqbroy6peum 315 19 in in IN work_sgdejolmezfsfeseqbroy6peum 315 20 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 315 21 among among IN work_sgdejolmezfsfeseqbroy6peum 315 22 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 315 23 of of IN work_sgdejolmezfsfeseqbroy6peum 315 24 different different JJ work_sgdejolmezfsfeseqbroy6peum 315 25 types type NNS work_sgdejolmezfsfeseqbroy6peum 315 26 . . . work_sgdejolmezfsfeseqbroy6peum 316 1 For for IN work_sgdejolmezfsfeseqbroy6peum 316 2 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 316 3 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 316 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 316 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 316 6 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 316 7 II II NNP work_sgdejolmezfsfeseqbroy6peum 316 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 316 9 , , , work_sgdejolmezfsfeseqbroy6peum 316 10 the the DT work_sgdejolmezfsfeseqbroy6peum 316 11 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 316 12 coefficient coefficient NN work_sgdejolmezfsfeseqbroy6peum 316 13 ρ ρ IN work_sgdejolmezfsfeseqbroy6peum 316 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 316 15 negative negative JJ work_sgdejolmezfsfeseqbroy6peum 316 16 except except IN work_sgdejolmezfsfeseqbroy6peum 316 17 in in IN work_sgdejolmezfsfeseqbroy6peum 316 18 one one CD work_sgdejolmezfsfeseqbroy6peum 316 19 case case NN work_sgdejolmezfsfeseqbroy6peum 316 20 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 316 21 tai50a tai50a NNP work_sgdejolmezfsfeseqbroy6peum 316 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 316 23 where where WRB work_sgdejolmezfsfeseqbroy6peum 316 24 ρ ρ IN work_sgdejolmezfsfeseqbroy6peum 316 25 is be VBZ work_sgdejolmezfsfeseqbroy6peum 316 26 close close JJ work_sgdejolmezfsfeseqbroy6peum 316 27 to to IN work_sgdejolmezfsfeseqbroy6peum 316 28 zero zero CD work_sgdejolmezfsfeseqbroy6peum 316 29 . . . work_sgdejolmezfsfeseqbroy6peum 317 1 Indeed indeed RB work_sgdejolmezfsfeseqbroy6peum 317 2 , , , work_sgdejolmezfsfeseqbroy6peum 317 3 from from IN work_sgdejolmezfsfeseqbroy6peum 317 4 the the DT work_sgdejolmezfsfeseqbroy6peum 317 5 FD FD NNP work_sgdejolmezfsfeseqbroy6peum 317 6 plots plot NNS work_sgdejolmezfsfeseqbroy6peum 317 7 in in IN work_sgdejolmezfsfeseqbroy6peum 317 8 Figure figure NN work_sgdejolmezfsfeseqbroy6peum 317 9 3 3 CD work_sgdejolmezfsfeseqbroy6peum 317 10 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 317 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 317 12 clear clear JJ work_sgdejolmezfsfeseqbroy6peum 317 13 that that IN work_sgdejolmezfsfeseqbroy6peum 317 14 there there EX work_sgdejolmezfsfeseqbroy6peum 317 15 is be VBZ work_sgdejolmezfsfeseqbroy6peum 317 16 no no DT work_sgdejolmezfsfeseqbroy6peum 317 17 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 317 18 between between IN work_sgdejolmezfsfeseqbroy6peum 317 19 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 317 20 18 18 CD work_sgdejolmezfsfeseqbroy6peum 317 21 Table table NN work_sgdejolmezfsfeseqbroy6peum 317 22 4 4 CD work_sgdejolmezfsfeseqbroy6peum 317 23 : : : work_sgdejolmezfsfeseqbroy6peum 317 24 Analytical analytical JJ work_sgdejolmezfsfeseqbroy6peum 317 25 results result NNS work_sgdejolmezfsfeseqbroy6peum 317 26 for for IN work_sgdejolmezfsfeseqbroy6peum 317 27 16 16 CD work_sgdejolmezfsfeseqbroy6peum 317 28 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 317 29 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 317 30 . . . work_sgdejolmezfsfeseqbroy6peum 318 1 Column column NN work_sgdejolmezfsfeseqbroy6peum 318 2 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 318 3 # # JJS work_sgdejolmezfsfeseqbroy6peum 318 4 dlo dlo NNP work_sgdejolmezfsfeseqbroy6peum 318 5 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 318 6 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 318 7 the the DT work_sgdejolmezfsfeseqbroy6peum 318 8 number number NN work_sgdejolmezfsfeseqbroy6peum 318 9 of of IN work_sgdejolmezfsfeseqbroy6peum 318 10 distinct distinct JJ work_sgdejolmezfsfeseqbroy6peum 318 11 local local JJ work_sgdejolmezfsfeseqbroy6peum 318 12 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 318 13 over over IN work_sgdejolmezfsfeseqbroy6peum 318 14 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 318 15 independent independent JJ work_sgdejolmezfsfeseqbroy6peum 318 16 runs run NNS work_sgdejolmezfsfeseqbroy6peum 318 17 of of IN work_sgdejolmezfsfeseqbroy6peum 318 18 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 318 19 ; ; : work_sgdejolmezfsfeseqbroy6peum 318 20 Columns Columns NNP work_sgdejolmezfsfeseqbroy6peum 318 21 ‘ ‘ POS work_sgdejolmezfsfeseqbroy6peum 318 22 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 318 23 dlo dlo NNP work_sgdejolmezfsfeseqbroy6peum 318 24 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 318 25 , , , work_sgdejolmezfsfeseqbroy6peum 318 26 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 318 27 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 318 28 dgo dgo NNP work_sgdejolmezfsfeseqbroy6peum 318 29 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 318 30 and and CC work_sgdejolmezfsfeseqbroy6peum 318 31 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 318 32 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 318 33 dhq dhq NNP work_sgdejolmezfsfeseqbroy6peum 318 34 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 318 35 report report NN work_sgdejolmezfsfeseqbroy6peum 318 36 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 318 37 the the DT work_sgdejolmezfsfeseqbroy6peum 318 38 average average JJ work_sgdejolmezfsfeseqbroy6peum 318 39 distance distance NN work_sgdejolmezfsfeseqbroy6peum 318 40 between between IN work_sgdejolmezfsfeseqbroy6peum 318 41 local local JJ work_sgdejolmezfsfeseqbroy6peum 318 42 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 318 43 , , , work_sgdejolmezfsfeseqbroy6peum 318 44 the the DT work_sgdejolmezfsfeseqbroy6peum 318 45 average average JJ work_sgdejolmezfsfeseqbroy6peum 318 46 distance distance NN work_sgdejolmezfsfeseqbroy6peum 318 47 between between IN work_sgdejolmezfsfeseqbroy6peum 318 48 local local JJ work_sgdejolmezfsfeseqbroy6peum 318 49 and and CC work_sgdejolmezfsfeseqbroy6peum 318 50 global global JJ work_sgdejolmezfsfeseqbroy6peum 318 51 optima optima NN work_sgdejolmezfsfeseqbroy6peum 318 52 , , , work_sgdejolmezfsfeseqbroy6peum 318 53 and and CC work_sgdejolmezfsfeseqbroy6peum 318 54 the the DT work_sgdejolmezfsfeseqbroy6peum 318 55 average average JJ work_sgdejolmezfsfeseqbroy6peum 318 56 distance distance NN work_sgdejolmezfsfeseqbroy6peum 318 57 between between IN work_sgdejolmezfsfeseqbroy6peum 318 58 the the DT work_sgdejolmezfsfeseqbroy6peum 318 59 highest high JJS work_sgdejolmezfsfeseqbroy6peum 318 60 quality quality NN work_sgdejolmezfsfeseqbroy6peum 318 61 local local JJ work_sgdejolmezfsfeseqbroy6peum 318 62 optima optima NN work_sgdejolmezfsfeseqbroy6peum 318 63 ; ; : work_sgdejolmezfsfeseqbroy6peum 318 64 Column column NN work_sgdejolmezfsfeseqbroy6peum 318 65 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 318 66 ρ ρ NN work_sgdejolmezfsfeseqbroy6peum 318 67 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 318 68 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 318 69 the the DT work_sgdejolmezfsfeseqbroy6peum 318 70 value value NN work_sgdejolmezfsfeseqbroy6peum 318 71 of of IN work_sgdejolmezfsfeseqbroy6peum 318 72 the the DT work_sgdejolmezfsfeseqbroy6peum 318 73 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 318 74 - - HYPH work_sgdejolmezfsfeseqbroy6peum 318 75 distance distance NN work_sgdejolmezfsfeseqbroy6peum 318 76 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 318 77 coefficient coefficient NN work_sgdejolmezfsfeseqbroy6peum 318 78 . . . work_sgdejolmezfsfeseqbroy6peum 319 1 Instance instance NN work_sgdejolmezfsfeseqbroy6peum 319 2 # # NNP work_sgdejolmezfsfeseqbroy6peum 319 3 dlo dlo VBP work_sgdejolmezfsfeseqbroy6peum 319 4 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 319 5 dlo dlo NNP work_sgdejolmezfsfeseqbroy6peum 319 6 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 319 7 dgo dgo NNP work_sgdejolmezfsfeseqbroy6peum 319 8 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 319 9 dhq dhq NNP work_sgdejolmezfsfeseqbroy6peum 319 10 ρ ρ NNP work_sgdejolmezfsfeseqbroy6peum 319 11 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 319 12 tai40a tai40a NNP work_sgdejolmezfsfeseqbroy6peum 319 13 349 349 CD work_sgdejolmezfsfeseqbroy6peum 319 14 38.5 38.5 CD work_sgdejolmezfsfeseqbroy6peum 319 15 39.2 39.2 CD work_sgdejolmezfsfeseqbroy6peum 319 16 38.4 38.4 CD work_sgdejolmezfsfeseqbroy6peum 319 17 -0.028 -0.028 NNP work_sgdejolmezfsfeseqbroy6peum 319 18 II II NNP work_sgdejolmezfsfeseqbroy6peum 319 19 tai50a tai50a NNP work_sgdejolmezfsfeseqbroy6peum 319 20 1760 1760 CD work_sgdejolmezfsfeseqbroy6peum 319 21 48.6 48.6 CD work_sgdejolmezfsfeseqbroy6peum 319 22 49.1 49.1 CD work_sgdejolmezfsfeseqbroy6peum 319 23 48.7 48.7 CD work_sgdejolmezfsfeseqbroy6peum 319 24 0.029 0.029 CD work_sgdejolmezfsfeseqbroy6peum 319 25 II ii CD work_sgdejolmezfsfeseqbroy6peum 319 26 tai60a tai60a NNP work_sgdejolmezfsfeseqbroy6peum 319 27 1995 1995 CD work_sgdejolmezfsfeseqbroy6peum 319 28 58.6 58.6 CD work_sgdejolmezfsfeseqbroy6peum 319 29 59.2 59.2 CD work_sgdejolmezfsfeseqbroy6peum 319 30 58.6 58.6 CD work_sgdejolmezfsfeseqbroy6peum 319 31 -0.024 -0.024 NN work_sgdejolmezfsfeseqbroy6peum 319 32 II II NNP work_sgdejolmezfsfeseqbroy6peum 319 33 tai80a tai80a NNP work_sgdejolmezfsfeseqbroy6peum 319 34 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 319 35 78.8 78.8 CD work_sgdejolmezfsfeseqbroy6peum 319 36 79.0 79.0 CD work_sgdejolmezfsfeseqbroy6peum 319 37 78.8 78.8 CD work_sgdejolmezfsfeseqbroy6peum 319 38 -0.058 -0.058 NNP work_sgdejolmezfsfeseqbroy6peum 319 39 II II NNP work_sgdejolmezfsfeseqbroy6peum 319 40 tai100a tai100a NNP work_sgdejolmezfsfeseqbroy6peum 319 41 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 319 42 98.8 98.8 CD work_sgdejolmezfsfeseqbroy6peum 319 43 99.0 99.0 CD work_sgdejolmezfsfeseqbroy6peum 319 44 98.9 98.9 CD work_sgdejolmezfsfeseqbroy6peum 319 45 -0.012 -0.012 NNP work_sgdejolmezfsfeseqbroy6peum 319 46 II II NNP work_sgdejolmezfsfeseqbroy6peum 319 47 tai80b tai80b NNP work_sgdejolmezfsfeseqbroy6peum 319 48 730 730 CD work_sgdejolmezfsfeseqbroy6peum 319 49 61.7 61.7 CD work_sgdejolmezfsfeseqbroy6peum 319 50 78.7 78.7 CD work_sgdejolmezfsfeseqbroy6peum 319 51 68.7 68.7 CD work_sgdejolmezfsfeseqbroy6peum 319 52 0.040 0.040 CD work_sgdejolmezfsfeseqbroy6peum 319 53 III iii CD work_sgdejolmezfsfeseqbroy6peum 319 54 tai100b tai100b HYPH work_sgdejolmezfsfeseqbroy6peum 319 55 1007 1007 CD work_sgdejolmezfsfeseqbroy6peum 319 56 80.7 80.7 CD work_sgdejolmezfsfeseqbroy6peum 319 57 97.7 97.7 CD work_sgdejolmezfsfeseqbroy6peum 319 58 89.1 89.1 CD work_sgdejolmezfsfeseqbroy6peum 319 59 0.11 0.11 CD work_sgdejolmezfsfeseqbroy6peum 319 60 III iii CD work_sgdejolmezfsfeseqbroy6peum 319 61 sko72 sko72 CD work_sgdejolmezfsfeseqbroy6peum 319 62 228 228 CD work_sgdejolmezfsfeseqbroy6peum 319 63 66.8 66.8 CD work_sgdejolmezfsfeseqbroy6peum 319 64 68.3 68.3 CD work_sgdejolmezfsfeseqbroy6peum 319 65 65.7 65.7 CD work_sgdejolmezfsfeseqbroy6peum 319 66 0.287 0.287 CD work_sgdejolmezfsfeseqbroy6peum 319 67 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 68 sko81 sko81 NNP work_sgdejolmezfsfeseqbroy6peum 319 69 388 388 CD work_sgdejolmezfsfeseqbroy6peum 319 70 75.4 75.4 CD work_sgdejolmezfsfeseqbroy6peum 319 71 74.5 74.5 CD work_sgdejolmezfsfeseqbroy6peum 319 72 76.5 76.5 CD work_sgdejolmezfsfeseqbroy6peum 319 73 -0.048 -0.048 NNP work_sgdejolmezfsfeseqbroy6peum 319 74 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 75 sko90 sko90 NNP work_sgdejolmezfsfeseqbroy6peum 319 76 487 487 CD work_sgdejolmezfsfeseqbroy6peum 319 77 85.08 85.08 CD work_sgdejolmezfsfeseqbroy6peum 319 78 85.7 85.7 CD work_sgdejolmezfsfeseqbroy6peum 319 79 82.8 82.8 CD work_sgdejolmezfsfeseqbroy6peum 319 80 0.348 0.348 CD work_sgdejolmezfsfeseqbroy6peum 319 81 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 82 sko100a sko100a NNP work_sgdejolmezfsfeseqbroy6peum 319 83 968 968 CD work_sgdejolmezfsfeseqbroy6peum 319 84 95.4 95.4 CD work_sgdejolmezfsfeseqbroy6peum 319 85 94.2 94.2 CD work_sgdejolmezfsfeseqbroy6peum 319 86 95.4 95.4 CD work_sgdejolmezfsfeseqbroy6peum 319 87 0.366 0.366 CD work_sgdejolmezfsfeseqbroy6peum 319 88 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 89 sko100b sko100b HYPH work_sgdejolmezfsfeseqbroy6peum 319 90 628 628 CD work_sgdejolmezfsfeseqbroy6peum 319 91 95.9 95.9 CD work_sgdejolmezfsfeseqbroy6peum 319 92 92.5 92.5 CD work_sgdejolmezfsfeseqbroy6peum 319 93 95.5 95.5 CD work_sgdejolmezfsfeseqbroy6peum 319 94 0.280 0.280 CD work_sgdejolmezfsfeseqbroy6peum 319 95 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 96 sko100c sko100c HYPH work_sgdejolmezfsfeseqbroy6peum 319 97 559 559 CD work_sgdejolmezfsfeseqbroy6peum 319 98 91.0 91.0 CD work_sgdejolmezfsfeseqbroy6peum 319 99 91.3 91.3 CD work_sgdejolmezfsfeseqbroy6peum 319 100 93.9 93.9 CD work_sgdejolmezfsfeseqbroy6peum 319 101 0.233 0.233 CD work_sgdejolmezfsfeseqbroy6peum 319 102 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 103 sko100d sko100d NNP work_sgdejolmezfsfeseqbroy6peum 319 104 1212 1212 CD work_sgdejolmezfsfeseqbroy6peum 319 105 96.3 96.3 CD work_sgdejolmezfsfeseqbroy6peum 319 106 93.9 93.9 CD work_sgdejolmezfsfeseqbroy6peum 319 107 96.3 96.3 CD work_sgdejolmezfsfeseqbroy6peum 319 108 0.433 0.433 CD work_sgdejolmezfsfeseqbroy6peum 319 109 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 110 sko100e sko100e NNP work_sgdejolmezfsfeseqbroy6peum 319 111 545 545 CD work_sgdejolmezfsfeseqbroy6peum 319 112 94.3 94.3 CD work_sgdejolmezfsfeseqbroy6peum 319 113 92.4 92.4 CD work_sgdejolmezfsfeseqbroy6peum 319 114 96.2 96.2 CD work_sgdejolmezfsfeseqbroy6peum 319 115 0.569 0.569 CD work_sgdejolmezfsfeseqbroy6peum 319 116 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 117 sko100f sko100f HYPH work_sgdejolmezfsfeseqbroy6peum 319 118 1230 1230 CD work_sgdejolmezfsfeseqbroy6peum 319 119 96.6 96.6 CD work_sgdejolmezfsfeseqbroy6peum 319 120 93.5 93.5 CD work_sgdejolmezfsfeseqbroy6peum 319 121 97.2 97.2 CD work_sgdejolmezfsfeseqbroy6peum 319 122 0.317 0.317 CD work_sgdejolmezfsfeseqbroy6peum 319 123 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 319 124 and and CC work_sgdejolmezfsfeseqbroy6peum 319 125 distance distance NN work_sgdejolmezfsfeseqbroy6peum 319 126 for for IN work_sgdejolmezfsfeseqbroy6peum 319 127 the the DT work_sgdejolmezfsfeseqbroy6peum 319 128 random random JJ work_sgdejolmezfsfeseqbroy6peum 319 129 instance instance NN work_sgdejolmezfsfeseqbroy6peum 319 130 tai100a tai100a NNP work_sgdejolmezfsfeseqbroy6peum 319 131 . . . work_sgdejolmezfsfeseqbroy6peum 320 1 For for IN work_sgdejolmezfsfeseqbroy6peum 320 2 grid grid NN work_sgdejolmezfsfeseqbroy6peum 320 3 - - HYPH work_sgdejolmezfsfeseqbroy6peum 320 4 based base VBN work_sgdejolmezfsfeseqbroy6peum 320 5 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 320 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 320 7 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 320 8 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 320 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 320 10 , , , work_sgdejolmezfsfeseqbroy6peum 320 11 significant significant JJ work_sgdejolmezfsfeseqbroy6peum 320 12 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 320 13 exists exist VBZ work_sgdejolmezfsfeseqbroy6peum 320 14 except except IN work_sgdejolmezfsfeseqbroy6peum 320 15 in in IN work_sgdejolmezfsfeseqbroy6peum 320 16 one one CD work_sgdejolmezfsfeseqbroy6peum 320 17 case case NN work_sgdejolmezfsfeseqbroy6peum 320 18 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 320 19 sko81 sko81 NNS work_sgdejolmezfsfeseqbroy6peum 320 20 , , , work_sgdejolmezfsfeseqbroy6peum 320 21 ρ ρ NNP work_sgdejolmezfsfeseqbroy6peum 320 22 < < XX work_sgdejolmezfsfeseqbroy6peum 320 23 0 0 NFP work_sgdejolmezfsfeseqbroy6peum 320 24 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 320 25 , , , work_sgdejolmezfsfeseqbroy6peum 320 26 while while IN work_sgdejolmezfsfeseqbroy6peum 320 27 for for IN work_sgdejolmezfsfeseqbroy6peum 320 28 two two CD work_sgdejolmezfsfeseqbroy6peum 320 29 real real JJ work_sgdejolmezfsfeseqbroy6peum 320 30 - - HYPH work_sgdejolmezfsfeseqbroy6peum 320 31 life life NN work_sgdejolmezfsfeseqbroy6peum 320 32 like like IN work_sgdejolmezfsfeseqbroy6peum 320 33 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 320 34 tai80b tai80b NNP work_sgdejolmezfsfeseqbroy6peum 320 35 and and CC work_sgdejolmezfsfeseqbroy6peum 320 36 tai100b tai100b : work_sgdejolmezfsfeseqbroy6peum 320 37 the the DT work_sgdejolmezfsfeseqbroy6peum 320 38 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 320 39 is be VBZ work_sgdejolmezfsfeseqbroy6peum 320 40 also also RB work_sgdejolmezfsfeseqbroy6peum 320 41 low low JJ work_sgdejolmezfsfeseqbroy6peum 320 42 ρ ρ IN work_sgdejolmezfsfeseqbroy6peum 320 43 < < XX work_sgdejolmezfsfeseqbroy6peum 320 44 0.15 0.15 CD work_sgdejolmezfsfeseqbroy6peum 320 45 but but CC work_sgdejolmezfsfeseqbroy6peum 320 46 higher high JJR work_sgdejolmezfsfeseqbroy6peum 320 47 than than IN work_sgdejolmezfsfeseqbroy6peum 320 48 for for IN work_sgdejolmezfsfeseqbroy6peum 320 49 random random JJ work_sgdejolmezfsfeseqbroy6peum 320 50 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 320 51 . . . work_sgdejolmezfsfeseqbroy6peum 321 1 The the DT work_sgdejolmezfsfeseqbroy6peum 321 2 FD FD NNP work_sgdejolmezfsfeseqbroy6peum 321 3 plots plot NNS work_sgdejolmezfsfeseqbroy6peum 321 4 in in IN work_sgdejolmezfsfeseqbroy6peum 321 5 Figure figure NN work_sgdejolmezfsfeseqbroy6peum 321 6 3 3 CD work_sgdejolmezfsfeseqbroy6peum 321 7 for for IN work_sgdejolmezfsfeseqbroy6peum 321 8 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 321 9 sko100a sko100a NNPS work_sgdejolmezfsfeseqbroy6peum 321 10 and and CC work_sgdejolmezfsfeseqbroy6peum 321 11 tai100b tai100b : work_sgdejolmezfsfeseqbroy6peum 321 12 also also RB work_sgdejolmezfsfeseqbroy6peum 321 13 confirm confirm VBP work_sgdejolmezfsfeseqbroy6peum 321 14 this this DT work_sgdejolmezfsfeseqbroy6peum 321 15 observation observation NN work_sgdejolmezfsfeseqbroy6peum 321 16 . . . work_sgdejolmezfsfeseqbroy6peum 322 1 Table table NN work_sgdejolmezfsfeseqbroy6peum 322 2 4 4 CD work_sgdejolmezfsfeseqbroy6peum 322 3 additionally additionally RB work_sgdejolmezfsfeseqbroy6peum 322 4 reports report VBZ work_sgdejolmezfsfeseqbroy6peum 322 5 the the DT work_sgdejolmezfsfeseqbroy6peum 322 6 average average JJ work_sgdejolmezfsfeseqbroy6peum 322 7 distance distance NN work_sgdejolmezfsfeseqbroy6peum 322 8 between between IN work_sgdejolmezfsfeseqbroy6peum 322 9 local local JJ work_sgdejolmezfsfeseqbroy6peum 322 10 optima optima NNP work_sgdejolmezfsfeseqbroy6peum 322 11 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 322 12 dlo dlo NNP work_sgdejolmezfsfeseqbroy6peum 322 13 , , , work_sgdejolmezfsfeseqbroy6peum 322 14 the the DT work_sgdejolmezfsfeseqbroy6peum 322 15 average average JJ work_sgdejolmezfsfeseqbroy6peum 322 16 distance distance NN work_sgdejolmezfsfeseqbroy6peum 322 17 between between IN work_sgdejolmezfsfeseqbroy6peum 322 18 local local JJ work_sgdejolmezfsfeseqbroy6peum 322 19 optima optima NN work_sgdejolmezfsfeseqbroy6peum 322 20 and and CC work_sgdejolmezfsfeseqbroy6peum 322 21 the the DT work_sgdejolmezfsfeseqbroy6peum 322 22 nearest near JJS work_sgdejolmezfsfeseqbroy6peum 322 23 global global JJ work_sgdejolmezfsfeseqbroy6peum 322 24 optimum optimum NN work_sgdejolmezfsfeseqbroy6peum 322 25 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 322 26 dgo dgo NNP work_sgdejolmezfsfeseqbroy6peum 322 27 , , , work_sgdejolmezfsfeseqbroy6peum 322 28 and and CC work_sgdejolmezfsfeseqbroy6peum 322 29 the the DT work_sgdejolmezfsfeseqbroy6peum 322 30 average average JJ work_sgdejolmezfsfeseqbroy6peum 322 31 distance distance NN work_sgdejolmezfsfeseqbroy6peum 322 32 between between IN work_sgdejolmezfsfeseqbroy6peum 322 33 the the DT work_sgdejolmezfsfeseqbroy6peum 322 34 highest high JJS work_sgdejolmezfsfeseqbroy6peum 322 35 quality quality NN work_sgdejolmezfsfeseqbroy6peum 322 36 local local JJ work_sgdejolmezfsfeseqbroy6peum 322 37 optima optima NN work_sgdejolmezfsfeseqbroy6peum 322 38 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 322 39 dhq dhq NNP work_sgdejolmezfsfeseqbroy6peum 322 40 . . . work_sgdejolmezfsfeseqbroy6peum 323 1 It -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 323 2 can can MD work_sgdejolmezfsfeseqbroy6peum 323 3 be be VB work_sgdejolmezfsfeseqbroy6peum 323 4 observed observe VBN work_sgdejolmezfsfeseqbroy6peum 323 5 that that IN work_sgdejolmezfsfeseqbroy6peum 323 6 , , , work_sgdejolmezfsfeseqbroy6peum 323 7 regardless regardless RB work_sgdejolmezfsfeseqbroy6peum 323 8 of of IN work_sgdejolmezfsfeseqbroy6peum 323 9 the the DT work_sgdejolmezfsfeseqbroy6peum 323 10 instance instance NN work_sgdejolmezfsfeseqbroy6peum 323 11 type type NN work_sgdejolmezfsfeseqbroy6peum 323 12 , , , work_sgdejolmezfsfeseqbroy6peum 323 13 the the DT work_sgdejolmezfsfeseqbroy6peum 323 14 values value NNS work_sgdejolmezfsfeseqbroy6peum 323 15 of of IN work_sgdejolmezfsfeseqbroy6peum 323 16 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 323 17 dlo dlo NNP work_sgdejolmezfsfeseqbroy6peum 323 18 , , , work_sgdejolmezfsfeseqbroy6peum 323 19 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 323 20 dgo dgo NNP work_sgdejolmezfsfeseqbroy6peum 323 21 , , , work_sgdejolmezfsfeseqbroy6peum 323 22 and and CC work_sgdejolmezfsfeseqbroy6peum 323 23 avg avg NNP work_sgdejolmezfsfeseqbroy6peum 323 24 dhq dhq NNP work_sgdejolmezfsfeseqbroy6peum 323 25 are be VBP work_sgdejolmezfsfeseqbroy6peum 323 26 very very RB work_sgdejolmezfsfeseqbroy6peum 323 27 large large JJ work_sgdejolmezfsfeseqbroy6peum 323 28 , , , work_sgdejolmezfsfeseqbroy6peum 323 29 close close RB work_sgdejolmezfsfeseqbroy6peum 323 30 to to IN work_sgdejolmezfsfeseqbroy6peum 323 31 the the DT work_sgdejolmezfsfeseqbroy6peum 323 32 maximal maximal JJ work_sgdejolmezfsfeseqbroy6peum 323 33 possible possible JJ work_sgdejolmezfsfeseqbroy6peum 323 34 value value NN work_sgdejolmezfsfeseqbroy6peum 323 35 n. n. . work_sgdejolmezfsfeseqbroy6peum 323 36 This this DT work_sgdejolmezfsfeseqbroy6peum 323 37 implies imply VBZ work_sgdejolmezfsfeseqbroy6peum 323 38 that that IN work_sgdejolmezfsfeseqbroy6peum 323 39 local local JJ work_sgdejolmezfsfeseqbroy6peum 323 40 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 323 41 are be VBP work_sgdejolmezfsfeseqbroy6peum 323 42 scattered scatter VBN work_sgdejolmezfsfeseqbroy6peum 323 43 in in IN work_sgdejolmezfsfeseqbroy6peum 323 44 the the DT work_sgdejolmezfsfeseqbroy6peum 323 45 search search NN work_sgdejolmezfsfeseqbroy6peum 323 46 space space NN work_sgdejolmezfsfeseqbroy6peum 323 47 . . . work_sgdejolmezfsfeseqbroy6peum 324 1 Even even RB work_sgdejolmezfsfeseqbroy6peum 324 2 high high JJ work_sgdejolmezfsfeseqbroy6peum 324 3 quality quality NN work_sgdejolmezfsfeseqbroy6peum 324 4 local local JJ work_sgdejolmezfsfeseqbroy6peum 324 5 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 324 6 are be VBP work_sgdejolmezfsfeseqbroy6peum 324 7 distant distant JJ work_sgdejolmezfsfeseqbroy6peum 324 8 from from IN work_sgdejolmezfsfeseqbroy6peum 324 9 each each DT work_sgdejolmezfsfeseqbroy6peum 324 10 other other JJ work_sgdejolmezfsfeseqbroy6peum 324 11 and and CC work_sgdejolmezfsfeseqbroy6peum 324 12 share share VB work_sgdejolmezfsfeseqbroy6peum 324 13 no no DT work_sgdejolmezfsfeseqbroy6peum 324 14 common common JJ work_sgdejolmezfsfeseqbroy6peum 324 15 structure structure NN work_sgdejolmezfsfeseqbroy6peum 324 16 . . . work_sgdejolmezfsfeseqbroy6peum 325 1 These these DT work_sgdejolmezfsfeseqbroy6peum 325 2 observations observation NNS work_sgdejolmezfsfeseqbroy6peum 325 3 will will MD work_sgdejolmezfsfeseqbroy6peum 325 4 allow allow VB work_sgdejolmezfsfeseqbroy6peum 325 5 us -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 325 6 to to TO work_sgdejolmezfsfeseqbroy6peum 325 7 understand understand VB work_sgdejolmezfsfeseqbroy6peum 325 8 why why WRB work_sgdejolmezfsfeseqbroy6peum 325 9 the the DT work_sgdejolmezfsfeseqbroy6peum 325 10 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 325 11 crossover crossover NNP work_sgdejolmezfsfeseqbroy6peum 325 12 operator operator NN work_sgdejolmezfsfeseqbroy6peum 325 13 is be VBZ work_sgdejolmezfsfeseqbroy6peum 325 14 appropriate appropriate JJ work_sgdejolmezfsfeseqbroy6peum 325 15 for for IN work_sgdejolmezfsfeseqbroy6peum 325 16 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 325 17 . . . work_sgdejolmezfsfeseqbroy6peum 326 1 5.2 5.2 CD work_sgdejolmezfsfeseqbroy6peum 326 2 . . . work_sgdejolmezfsfeseqbroy6peum 327 1 Comparison comparison NN work_sgdejolmezfsfeseqbroy6peum 327 2 of of IN work_sgdejolmezfsfeseqbroy6peum 327 3 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 327 4 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 327 5 The the DT work_sgdejolmezfsfeseqbroy6peum 327 6 objective objective NN work_sgdejolmezfsfeseqbroy6peum 327 7 of of IN work_sgdejolmezfsfeseqbroy6peum 327 8 this this DT work_sgdejolmezfsfeseqbroy6peum 327 9 section section NN work_sgdejolmezfsfeseqbroy6peum 327 10 is be VBZ work_sgdejolmezfsfeseqbroy6peum 327 11 to to TO work_sgdejolmezfsfeseqbroy6peum 327 12 justify justify VB work_sgdejolmezfsfeseqbroy6peum 327 13 , , , work_sgdejolmezfsfeseqbroy6peum 327 14 based base VBN work_sgdejolmezfsfeseqbroy6peum 327 15 on on IN work_sgdejolmezfsfeseqbroy6peum 327 16 the the DT work_sgdejolmezfsfeseqbroy6peum 327 17 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 327 18 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 327 19 provided provide VBN work_sgdejolmezfsfeseqbroy6peum 327 20 in in IN work_sgdejolmezfsfeseqbroy6peum 327 21 Section Section NNP work_sgdejolmezfsfeseqbroy6peum 327 22 5.1 5.1 CD work_sgdejolmezfsfeseqbroy6peum 327 23 , , , work_sgdejolmezfsfeseqbroy6peum 327 24 the the DT work_sgdejolmezfsfeseqbroy6peum 327 25 choices choice NNS work_sgdejolmezfsfeseqbroy6peum 327 26 for for IN work_sgdejolmezfsfeseqbroy6peum 327 27 the the DT work_sgdejolmezfsfeseqbroy6peum 327 28 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 327 29 operator operator NN work_sgdejolmezfsfeseqbroy6peum 327 30 used use VBN work_sgdejolmezfsfeseqbroy6peum 327 31 by by IN work_sgdejolmezfsfeseqbroy6peum 327 32 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 327 33 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 327 34 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 327 35 . . . work_sgdejolmezfsfeseqbroy6peum 328 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 328 2 compare compare VBP work_sgdejolmezfsfeseqbroy6peum 328 3 three three CD work_sgdejolmezfsfeseqbroy6peum 328 4 versions version NNS work_sgdejolmezfsfeseqbroy6peum 328 5 of of IN work_sgdejolmezfsfeseqbroy6peum 328 6 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 328 7 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 328 8 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 328 9 incorporating incorporate VBG work_sgdejolmezfsfeseqbroy6peum 328 10 the the DT work_sgdejolmezfsfeseqbroy6peum 328 11 three three CD work_sgdejolmezfsfeseqbroy6peum 328 12 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 328 13 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 328 14 of of IN work_sgdejolmezfsfeseqbroy6peum 328 15 the the DT work_sgdejolmezfsfeseqbroy6peum 328 16 literature literature NN work_sgdejolmezfsfeseqbroy6peum 328 17 for for IN work_sgdejolmezfsfeseqbroy6peum 328 18 permutation permutation NN work_sgdejolmezfsfeseqbroy6peum 328 19 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 328 20 : : : work_sgdejolmezfsfeseqbroy6peum 328 21 the the DT work_sgdejolmezfsfeseqbroy6peum 328 22 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 328 23 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 328 24 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 328 25 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 328 26 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 328 27 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 328 28 described describe VBN work_sgdejolmezfsfeseqbroy6peum 328 29 in in IN work_sgdejolmezfsfeseqbroy6peum 328 30 Section Section NNP work_sgdejolmezfsfeseqbroy6peum 328 31 3.1 3.1 CD work_sgdejolmezfsfeseqbroy6peum 328 32 , , , work_sgdejolmezfsfeseqbroy6peum 328 33 the the DT work_sgdejolmezfsfeseqbroy6peum 328 34 block block NN work_sgdejolmezfsfeseqbroy6peum 328 35 crossover crossover NNP work_sgdejolmezfsfeseqbroy6peum 328 36 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 328 37 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 328 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 328 39 and and CC work_sgdejolmezfsfeseqbroy6peum 328 40 the the DT work_sgdejolmezfsfeseqbroy6peum 328 41 distance distance NN work_sgdejolmezfsfeseqbroy6peum 328 42 preserving preserve VBG work_sgdejolmezfsfeseqbroy6peum 328 43 crossover crossover NNP work_sgdejolmezfsfeseqbroy6peum 328 44 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 328 45 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 328 46 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 328 47 . . . work_sgdejolmezfsfeseqbroy6peum 329 1 The the DT work_sgdejolmezfsfeseqbroy6peum 329 2 block block NN work_sgdejolmezfsfeseqbroy6peum 329 3 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 329 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 329 5 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 329 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 329 7 , , , work_sgdejolmezfsfeseqbroy6peum 329 8 also also RB work_sgdejolmezfsfeseqbroy6peum 329 9 called call VBD work_sgdejolmezfsfeseqbroy6peum 329 10 the the DT work_sgdejolmezfsfeseqbroy6peum 329 11 multi multi JJ work_sgdejolmezfsfeseqbroy6peum 329 12 - - JJ work_sgdejolmezfsfeseqbroy6peum 329 13 point point JJ work_sgdejolmezfsfeseqbroy6peum 329 14 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 329 15 , , , work_sgdejolmezfsfeseqbroy6peum 329 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 329 17 one one CD work_sgdejolmezfsfeseqbroy6peum 329 18 of of IN work_sgdejolmezfsfeseqbroy6peum 329 19 the the DT work_sgdejolmezfsfeseqbroy6peum 329 20 classic classic JJ work_sgdejolmezfsfeseqbroy6peum 329 21 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 329 22 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 329 23 . . . work_sgdejolmezfsfeseqbroy6peum 330 1 Firstly firstly RB work_sgdejolmezfsfeseqbroy6peum 330 2 , , , work_sgdejolmezfsfeseqbroy6peum 330 3 it -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 330 4 chooses choose VBZ work_sgdejolmezfsfeseqbroy6peum 330 5 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 330 6 a a DT work_sgdejolmezfsfeseqbroy6peum 330 7 certain certain JJ work_sgdejolmezfsfeseqbroy6peum 330 8 number number NN work_sgdejolmezfsfeseqbroy6peum 330 9 of of IN work_sgdejolmezfsfeseqbroy6peum 330 10 crossing cross VBG work_sgdejolmezfsfeseqbroy6peum 330 11 points point NNS work_sgdejolmezfsfeseqbroy6peum 330 12 . . . work_sgdejolmezfsfeseqbroy6peum 331 1 Once once IN work_sgdejolmezfsfeseqbroy6peum 331 2 the the DT work_sgdejolmezfsfeseqbroy6peum 331 3 points point NNS work_sgdejolmezfsfeseqbroy6peum 331 4 have have VBP work_sgdejolmezfsfeseqbroy6peum 331 5 been be VBN work_sgdejolmezfsfeseqbroy6peum 331 6 chosen choose VBN work_sgdejolmezfsfeseqbroy6peum 331 7 , , , work_sgdejolmezfsfeseqbroy6peum 331 8 starting start VBG work_sgdejolmezfsfeseqbroy6peum 331 9 from from IN work_sgdejolmezfsfeseqbroy6peum 331 10 left left JJ work_sgdejolmezfsfeseqbroy6peum 331 11 to to IN work_sgdejolmezfsfeseqbroy6peum 331 12 right right NN work_sgdejolmezfsfeseqbroy6peum 331 13 , , , work_sgdejolmezfsfeseqbroy6peum 331 14 all all PDT work_sgdejolmezfsfeseqbroy6peum 331 15 the the DT work_sgdejolmezfsfeseqbroy6peum 331 16 elements element NNS work_sgdejolmezfsfeseqbroy6peum 331 17 of of IN work_sgdejolmezfsfeseqbroy6peum 331 18 the the DT work_sgdejolmezfsfeseqbroy6peum 331 19 first first JJ work_sgdejolmezfsfeseqbroy6peum 331 20 parent parent NN work_sgdejolmezfsfeseqbroy6peum 331 21 are be VBP work_sgdejolmezfsfeseqbroy6peum 331 22 simply simply RB work_sgdejolmezfsfeseqbroy6peum 331 23 copied copy VBN work_sgdejolmezfsfeseqbroy6peum 331 24 over over RP work_sgdejolmezfsfeseqbroy6peum 331 25 to to IN work_sgdejolmezfsfeseqbroy6peum 331 26 the the DT work_sgdejolmezfsfeseqbroy6peum 331 27 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 331 28 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 331 29 until until IN work_sgdejolmezfsfeseqbroy6peum 331 30 the the DT work_sgdejolmezfsfeseqbroy6peum 331 31 first first JJ work_sgdejolmezfsfeseqbroy6peum 331 32 crossing crossing NN work_sgdejolmezfsfeseqbroy6peum 331 33 point point NN work_sgdejolmezfsfeseqbroy6peum 331 34 is be VBZ work_sgdejolmezfsfeseqbroy6peum 331 35 reached reach VBN work_sgdejolmezfsfeseqbroy6peum 331 36 . . . work_sgdejolmezfsfeseqbroy6peum 332 1 Then then RB work_sgdejolmezfsfeseqbroy6peum 332 2 all all PDT work_sgdejolmezfsfeseqbroy6peum 332 3 the the DT work_sgdejolmezfsfeseqbroy6peum 332 4 elements element NNS work_sgdejolmezfsfeseqbroy6peum 332 5 of of IN work_sgdejolmezfsfeseqbroy6peum 332 6 the the DT work_sgdejolmezfsfeseqbroy6peum 332 7 second second JJ work_sgdejolmezfsfeseqbroy6peum 332 8 parent parent NN work_sgdejolmezfsfeseqbroy6peum 332 9 are be VBP work_sgdejolmezfsfeseqbroy6peum 332 10 copied copy VBN work_sgdejolmezfsfeseqbroy6peum 332 11 over over RP work_sgdejolmezfsfeseqbroy6peum 332 12 to to IN work_sgdejolmezfsfeseqbroy6peum 332 13 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 332 14 until until IN work_sgdejolmezfsfeseqbroy6peum 332 15 the the DT work_sgdejolmezfsfeseqbroy6peum 332 16 second second JJ work_sgdejolmezfsfeseqbroy6peum 332 17 crossing crossing NN work_sgdejolmezfsfeseqbroy6peum 332 18 point point NN work_sgdejolmezfsfeseqbroy6peum 332 19 is be VBZ work_sgdejolmezfsfeseqbroy6peum 332 20 reached reach VBN work_sgdejolmezfsfeseqbroy6peum 332 21 . . . work_sgdejolmezfsfeseqbroy6peum 333 1 This this DT work_sgdejolmezfsfeseqbroy6peum 333 2 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 333 3 19 19 CD work_sgdejolmezfsfeseqbroy6peum 333 4 continues continue VBZ work_sgdejolmezfsfeseqbroy6peum 333 5 until until IN work_sgdejolmezfsfeseqbroy6peum 333 6 reaching reach VBG work_sgdejolmezfsfeseqbroy6peum 333 7 the the DT work_sgdejolmezfsfeseqbroy6peum 333 8 last last JJ work_sgdejolmezfsfeseqbroy6peum 333 9 position position NN work_sgdejolmezfsfeseqbroy6peum 333 10 in in IN work_sgdejolmezfsfeseqbroy6peum 333 11 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 333 12 . . . work_sgdejolmezfsfeseqbroy6peum 334 1 During during IN work_sgdejolmezfsfeseqbroy6peum 334 2 the the DT work_sgdejolmezfsfeseqbroy6peum 334 3 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 334 4 process process NN work_sgdejolmezfsfeseqbroy6peum 334 5 , , , work_sgdejolmezfsfeseqbroy6peum 334 6 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 334 7 constrain constrain VBP work_sgdejolmezfsfeseqbroy6peum 334 8 an an DT work_sgdejolmezfsfeseqbroy6peum 334 9 element element NN work_sgdejolmezfsfeseqbroy6peum 334 10 to to TO work_sgdejolmezfsfeseqbroy6peum 334 11 take take VB work_sgdejolmezfsfeseqbroy6peum 334 12 on on RP work_sgdejolmezfsfeseqbroy6peum 334 13 a a DT work_sgdejolmezfsfeseqbroy6peum 334 14 value value NN work_sgdejolmezfsfeseqbroy6peum 334 15 j j NN work_sgdejolmezfsfeseqbroy6peum 334 16 ∈ ∈ NN work_sgdejolmezfsfeseqbroy6peum 334 17 [ [ -LRB- work_sgdejolmezfsfeseqbroy6peum 334 18 1 1 CD work_sgdejolmezfsfeseqbroy6peum 334 19 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 334 20 n n LS work_sgdejolmezfsfeseqbroy6peum 334 21 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 334 22 that that WDT work_sgdejolmezfsfeseqbroy6peum 334 23 has have VBZ work_sgdejolmezfsfeseqbroy6peum 334 24 not not RB work_sgdejolmezfsfeseqbroy6peum 334 25 already already RB work_sgdejolmezfsfeseqbroy6peum 334 26 been be VBN work_sgdejolmezfsfeseqbroy6peum 334 27 assigned assign VBN work_sgdejolmezfsfeseqbroy6peum 334 28 to to IN work_sgdejolmezfsfeseqbroy6peum 334 29 some some DT work_sgdejolmezfsfeseqbroy6peum 334 30 element element NN work_sgdejolmezfsfeseqbroy6peum 334 31 in in IN work_sgdejolmezfsfeseqbroy6peum 334 32 π0 π0 NNP work_sgdejolmezfsfeseqbroy6peum 334 33 . . . work_sgdejolmezfsfeseqbroy6peum 335 1 The the DT work_sgdejolmezfsfeseqbroy6peum 335 2 rest rest NN work_sgdejolmezfsfeseqbroy6peum 335 3 of of IN work_sgdejolmezfsfeseqbroy6peum 335 4 unassigned unassigned JJ work_sgdejolmezfsfeseqbroy6peum 335 5 elements element NNS work_sgdejolmezfsfeseqbroy6peum 335 6 are be VBP work_sgdejolmezfsfeseqbroy6peum 335 7 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 335 8 assigned assign VBN work_sgdejolmezfsfeseqbroy6peum 335 9 a a DT work_sgdejolmezfsfeseqbroy6peum 335 10 value value NN work_sgdejolmezfsfeseqbroy6peum 335 11 j j NN work_sgdejolmezfsfeseqbroy6peum 335 12 ∈ ∈ JJ work_sgdejolmezfsfeseqbroy6peum 335 13 [ [ -LRB- work_sgdejolmezfsfeseqbroy6peum 335 14 1 1 CD work_sgdejolmezfsfeseqbroy6peum 335 15 ... ... NFP work_sgdejolmezfsfeseqbroy6peum 335 16 n n LS work_sgdejolmezfsfeseqbroy6peum 335 17 ] ] -RRB- work_sgdejolmezfsfeseqbroy6peum 335 18 such such JJ work_sgdejolmezfsfeseqbroy6peum 335 19 that that IN work_sgdejolmezfsfeseqbroy6peum 335 20 solution solution NN work_sgdejolmezfsfeseqbroy6peum 335 21 feasibility feasibility NN work_sgdejolmezfsfeseqbroy6peum 335 22 is be VBZ work_sgdejolmezfsfeseqbroy6peum 335 23 maintained maintain VBN work_sgdejolmezfsfeseqbroy6peum 335 24 . . . work_sgdejolmezfsfeseqbroy6peum 336 1 The the DT work_sgdejolmezfsfeseqbroy6peum 336 2 distance distance NN work_sgdejolmezfsfeseqbroy6peum 336 3 preserving preserve VBG work_sgdejolmezfsfeseqbroy6peum 336 4 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 336 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 336 6 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 336 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 336 8 has have VBZ work_sgdejolmezfsfeseqbroy6peum 336 9 previously previously RB work_sgdejolmezfsfeseqbroy6peum 336 10 been be VBN work_sgdejolmezfsfeseqbroy6peum 336 11 applied apply VBN work_sgdejolmezfsfeseqbroy6peum 336 12 to to IN work_sgdejolmezfsfeseqbroy6peum 336 13 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 336 14 in in IN work_sgdejolmezfsfeseqbroy6peum 336 15 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 336 16 & & CC work_sgdejolmezfsfeseqbroy6peum 336 17 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 336 18 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 336 19 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 336 20 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 336 21 . . . work_sgdejolmezfsfeseqbroy6peum 337 1 The the DT work_sgdejolmezfsfeseqbroy6peum 337 2 basic basic JJ work_sgdejolmezfsfeseqbroy6peum 337 3 idea idea NN work_sgdejolmezfsfeseqbroy6peum 337 4 of of IN work_sgdejolmezfsfeseqbroy6peum 337 5 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 337 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 337 7 to to TO work_sgdejolmezfsfeseqbroy6peum 337 8 create create VB work_sgdejolmezfsfeseqbroy6peum 337 9 an an DT work_sgdejolmezfsfeseqbroy6peum 337 10 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 337 11 that that WDT work_sgdejolmezfsfeseqbroy6peum 337 12 has have VBZ work_sgdejolmezfsfeseqbroy6peum 337 13 the the DT work_sgdejolmezfsfeseqbroy6peum 337 14 same same JJ work_sgdejolmezfsfeseqbroy6peum 337 15 distance distance NN work_sgdejolmezfsfeseqbroy6peum 337 16 to to IN work_sgdejolmezfsfeseqbroy6peum 337 17 each each DT work_sgdejolmezfsfeseqbroy6peum 337 18 of of IN work_sgdejolmezfsfeseqbroy6peum 337 19 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 337 20 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 337 21 , , , work_sgdejolmezfsfeseqbroy6peum 337 22 and and CC work_sgdejolmezfsfeseqbroy6peum 337 23 that that IN work_sgdejolmezfsfeseqbroy6peum 337 24 distance distance NN work_sgdejolmezfsfeseqbroy6peum 337 25 is be VBZ work_sgdejolmezfsfeseqbroy6peum 337 26 equal equal JJ work_sgdejolmezfsfeseqbroy6peum 337 27 to to IN work_sgdejolmezfsfeseqbroy6peum 337 28 the the DT work_sgdejolmezfsfeseqbroy6peum 337 29 distance distance NN work_sgdejolmezfsfeseqbroy6peum 337 30 between between IN work_sgdejolmezfsfeseqbroy6peum 337 31 the the DT work_sgdejolmezfsfeseqbroy6peum 337 32 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 337 33 themselves -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 337 34 . . . work_sgdejolmezfsfeseqbroy6peum 338 1 Elements element NNS work_sgdejolmezfsfeseqbroy6peum 338 2 with with IN work_sgdejolmezfsfeseqbroy6peum 338 3 the the DT work_sgdejolmezfsfeseqbroy6peum 338 4 same same JJ work_sgdejolmezfsfeseqbroy6peum 338 5 values value NNS work_sgdejolmezfsfeseqbroy6peum 338 6 in in IN work_sgdejolmezfsfeseqbroy6peum 338 7 both both DT work_sgdejolmezfsfeseqbroy6peum 338 8 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 338 9 are be VBP work_sgdejolmezfsfeseqbroy6peum 338 10 copied copy VBN work_sgdejolmezfsfeseqbroy6peum 338 11 to to IN work_sgdejolmezfsfeseqbroy6peum 338 12 the the DT work_sgdejolmezfsfeseqbroy6peum 338 13 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 338 14 . . . work_sgdejolmezfsfeseqbroy6peum 339 1 The the DT work_sgdejolmezfsfeseqbroy6peum 339 2 values value NNS work_sgdejolmezfsfeseqbroy6peum 339 3 of of IN work_sgdejolmezfsfeseqbroy6peum 339 4 all all PDT work_sgdejolmezfsfeseqbroy6peum 339 5 the the DT work_sgdejolmezfsfeseqbroy6peum 339 6 other other JJ work_sgdejolmezfsfeseqbroy6peum 339 7 elements element NNS work_sgdejolmezfsfeseqbroy6peum 339 8 change change VBP work_sgdejolmezfsfeseqbroy6peum 339 9 . . . work_sgdejolmezfsfeseqbroy6peum 340 1 Generally generally RB work_sgdejolmezfsfeseqbroy6peum 340 2 , , , work_sgdejolmezfsfeseqbroy6peum 340 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 340 4 can can MD work_sgdejolmezfsfeseqbroy6peum 340 5 classify classify VB work_sgdejolmezfsfeseqbroy6peum 340 6 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 340 7 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 340 8 into into IN work_sgdejolmezfsfeseqbroy6peum 340 9 two two CD work_sgdejolmezfsfeseqbroy6peum 340 10 classes class NNS work_sgdejolmezfsfeseqbroy6peum 340 11 , , , work_sgdejolmezfsfeseqbroy6peum 340 12 those those DT work_sgdejolmezfsfeseqbroy6peum 340 13 that that WDT work_sgdejolmezfsfeseqbroy6peum 340 14 try try VBP work_sgdejolmezfsfeseqbroy6peum 340 15 to to TO work_sgdejolmezfsfeseqbroy6peum 340 16 exploit exploit VB work_sgdejolmezfsfeseqbroy6peum 340 17 an an DT work_sgdejolmezfsfeseqbroy6peum 340 18 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 340 19 structure structure NN work_sgdejolmezfsfeseqbroy6peum 340 20 in in IN work_sgdejolmezfsfeseqbroy6peum 340 21 a a DT work_sgdejolmezfsfeseqbroy6peum 340 22 problem problem NN work_sgdejolmezfsfeseqbroy6peum 340 23 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 340 24 e.g. e.g. RB work_sgdejolmezfsfeseqbroy6peum 340 25 , , , work_sgdejolmezfsfeseqbroy6peum 340 26 the the DT work_sgdejolmezfsfeseqbroy6peum 340 27 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 340 28 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 340 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 340 30 and and CC work_sgdejolmezfsfeseqbroy6peum 340 31 those those DT work_sgdejolmezfsfeseqbroy6peum 340 32 that that WDT work_sgdejolmezfsfeseqbroy6peum 340 33 perform perform VBP work_sgdejolmezfsfeseqbroy6peum 340 34 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 340 35 in in IN work_sgdejolmezfsfeseqbroy6peum 340 36 a a DT work_sgdejolmezfsfeseqbroy6peum 340 37 purely purely RB work_sgdejolmezfsfeseqbroy6peum 340 38 random random JJ work_sgdejolmezfsfeseqbroy6peum 340 39 way way NN work_sgdejolmezfsfeseqbroy6peum 340 40 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 340 41 e.g. e.g. RB work_sgdejolmezfsfeseqbroy6peum 340 42 , , , work_sgdejolmezfsfeseqbroy6peum 340 43 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 340 44 and and CC work_sgdejolmezfsfeseqbroy6peum 340 45 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 340 46 crossovers crossover NNS work_sgdejolmezfsfeseqbroy6peum 340 47 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 340 48 . . . work_sgdejolmezfsfeseqbroy6peum 341 1 The the DT work_sgdejolmezfsfeseqbroy6peum 341 2 former former JJ work_sgdejolmezfsfeseqbroy6peum 341 3 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 341 4 usually usually RB work_sgdejolmezfsfeseqbroy6peum 341 5 perform perform VBP work_sgdejolmezfsfeseqbroy6peum 341 6 well well RB work_sgdejolmezfsfeseqbroy6peum 341 7 on on IN work_sgdejolmezfsfeseqbroy6peum 341 8 the the DT work_sgdejolmezfsfeseqbroy6peum 341 9 class class NN work_sgdejolmezfsfeseqbroy6peum 341 10 of of IN work_sgdejolmezfsfeseqbroy6peum 341 11 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 341 12 with with IN work_sgdejolmezfsfeseqbroy6peum 341 13 exploitable exploitable JJ work_sgdejolmezfsfeseqbroy6peum 341 14 global global JJ work_sgdejolmezfsfeseqbroy6peum 341 15 structure structure NN work_sgdejolmezfsfeseqbroy6peum 341 16 and and CC work_sgdejolmezfsfeseqbroy6peum 341 17 landscapes landscape NNS work_sgdejolmezfsfeseqbroy6peum 341 18 with with IN work_sgdejolmezfsfeseqbroy6peum 341 19 highly highly RB work_sgdejolmezfsfeseqbroy6peum 341 20 correlated correlate VBN work_sgdejolmezfsfeseqbroy6peum 341 21 local local JJ work_sgdejolmezfsfeseqbroy6peum 341 22 optima optima NN work_sgdejolmezfsfeseqbroy6peum 341 23 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 341 24 e.g. e.g. RB work_sgdejolmezfsfeseqbroy6peum 341 25 , , , work_sgdejolmezfsfeseqbroy6peum 341 26 the the DT work_sgdejolmezfsfeseqbroy6peum 341 27 traveling travel VBG work_sgdejolmezfsfeseqbroy6peum 341 28 salesman salesman NN work_sgdejolmezfsfeseqbroy6peum 341 29 problem problem NN work_sgdejolmezfsfeseqbroy6peum 341 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 341 31 Bontouxa Bontouxa NNP work_sgdejolmezfsfeseqbroy6peum 341 32 , , , work_sgdejolmezfsfeseqbroy6peum 341 33 Artigues Artigues NNP work_sgdejolmezfsfeseqbroy6peum 341 34 , , , work_sgdejolmezfsfeseqbroy6peum 341 35 & & CC work_sgdejolmezfsfeseqbroy6peum 341 36 Feillet Feillet NNP work_sgdejolmezfsfeseqbroy6peum 341 37 , , , work_sgdejolmezfsfeseqbroy6peum 341 38 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 341 39 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 341 40 and and CC work_sgdejolmezfsfeseqbroy6peum 341 41 the the DT work_sgdejolmezfsfeseqbroy6peum 341 42 graph graph NN work_sgdejolmezfsfeseqbroy6peum 341 43 partitioning partition VBG work_sgdejolmezfsfeseqbroy6peum 341 44 problem problem NN work_sgdejolmezfsfeseqbroy6peum 341 45 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 341 46 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 341 47 & & CC work_sgdejolmezfsfeseqbroy6peum 341 48 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 341 49 , , , work_sgdejolmezfsfeseqbroy6peum 341 50 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 341 51 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 341 52 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 341 53 . . . work_sgdejolmezfsfeseqbroy6peum 342 1 Otherwise otherwise RB work_sgdejolmezfsfeseqbroy6peum 342 2 , , , work_sgdejolmezfsfeseqbroy6peum 342 3 these these DT work_sgdejolmezfsfeseqbroy6peum 342 4 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 342 5 become become VBP work_sgdejolmezfsfeseqbroy6peum 342 6 destructive destructive JJ work_sgdejolmezfsfeseqbroy6peum 342 7 introducing introduce VBG work_sgdejolmezfsfeseqbroy6peum 342 8 a a DT work_sgdejolmezfsfeseqbroy6peum 342 9 too too RB work_sgdejolmezfsfeseqbroy6peum 342 10 strong strong JJ work_sgdejolmezfsfeseqbroy6peum 342 11 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 342 12 . . . work_sgdejolmezfsfeseqbroy6peum 343 1 Table table NN work_sgdejolmezfsfeseqbroy6peum 343 2 5 5 CD work_sgdejolmezfsfeseqbroy6peum 343 3 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 343 4 the the DT work_sgdejolmezfsfeseqbroy6peum 343 5 average average JJ work_sgdejolmezfsfeseqbroy6peum 343 6 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 343 7 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 343 8 from from IN work_sgdejolmezfsfeseqbroy6peum 343 9 the the DT work_sgdejolmezfsfeseqbroy6peum 343 10 best well RBS work_sgdejolmezfsfeseqbroy6peum 343 11 - - HYPH work_sgdejolmezfsfeseqbroy6peum 343 12 known know VBN work_sgdejolmezfsfeseqbroy6peum 343 13 result result NN work_sgdejolmezfsfeseqbroy6peum 343 14 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 343 15 for for IN work_sgdejolmezfsfeseqbroy6peum 343 16 the the DT work_sgdejolmezfsfeseqbroy6peum 343 17 three three CD work_sgdejolmezfsfeseqbroy6peum 343 18 versions version NNS work_sgdejolmezfsfeseqbroy6peum 343 19 of of IN work_sgdejolmezfsfeseqbroy6peum 343 20 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 343 21 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 343 22 over over IN work_sgdejolmezfsfeseqbroy6peum 343 23 10 10 CD work_sgdejolmezfsfeseqbroy6peum 343 24 runs run NNS work_sgdejolmezfsfeseqbroy6peum 343 25 on on IN work_sgdejolmezfsfeseqbroy6peum 343 26 16 16 CD work_sgdejolmezfsfeseqbroy6peum 343 27 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 343 28 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 343 29 . . . work_sgdejolmezfsfeseqbroy6peum 344 1 The the DT work_sgdejolmezfsfeseqbroy6peum 344 2 stopping stop VBG work_sgdejolmezfsfeseqbroy6peum 344 3 condition condition NN work_sgdejolmezfsfeseqbroy6peum 344 4 used use VBD work_sgdejolmezfsfeseqbroy6peum 344 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 344 6 the the DT work_sgdejolmezfsfeseqbroy6peum 344 7 number number NN work_sgdejolmezfsfeseqbroy6peum 344 8 of of IN work_sgdejolmezfsfeseqbroy6peum 344 9 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 344 10 φ φ NN work_sgdejolmezfsfeseqbroy6peum 344 11 = = SYM work_sgdejolmezfsfeseqbroy6peum 344 12 1 1 CD work_sgdejolmezfsfeseqbroy6peum 344 13 , , , work_sgdejolmezfsfeseqbroy6peum 344 14 500 500 CD work_sgdejolmezfsfeseqbroy6peum 344 15 with with IN work_sgdejolmezfsfeseqbroy6peum 344 16 10 10 CD work_sgdejolmezfsfeseqbroy6peum 344 17 , , , work_sgdejolmezfsfeseqbroy6peum 344 18 000 000 CD work_sgdejolmezfsfeseqbroy6peum 344 19 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 344 20 iterations iteration NNS work_sgdejolmezfsfeseqbroy6peum 344 21 per per IN work_sgdejolmezfsfeseqbroy6peum 344 22 generation generation NN work_sgdejolmezfsfeseqbroy6peum 344 23 . . . work_sgdejolmezfsfeseqbroy6peum 345 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 345 2 indicate indicate VBP work_sgdejolmezfsfeseqbroy6peum 345 3 in in IN work_sgdejolmezfsfeseqbroy6peum 345 4 parentheses parenthesis NNS work_sgdejolmezfsfeseqbroy6peum 345 5 the the DT work_sgdejolmezfsfeseqbroy6peum 345 6 number number NN work_sgdejolmezfsfeseqbroy6peum 345 7 of of IN work_sgdejolmezfsfeseqbroy6peum 345 8 times time NNS work_sgdejolmezfsfeseqbroy6peum 345 9 each each DT work_sgdejolmezfsfeseqbroy6peum 345 10 version version NN work_sgdejolmezfsfeseqbroy6peum 345 11 of of IN work_sgdejolmezfsfeseqbroy6peum 345 12 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 345 13 reached reach VBD work_sgdejolmezfsfeseqbroy6peum 345 14 the the DT work_sgdejolmezfsfeseqbroy6peum 345 15 best well RBS work_sgdejolmezfsfeseqbroy6peum 345 16 - - HYPH work_sgdejolmezfsfeseqbroy6peum 345 17 known know VBN work_sgdejolmezfsfeseqbroy6peum 345 18 result result NN work_sgdejolmezfsfeseqbroy6peum 345 19 over over IN work_sgdejolmezfsfeseqbroy6peum 345 20 the the DT work_sgdejolmezfsfeseqbroy6peum 345 21 10 10 CD work_sgdejolmezfsfeseqbroy6peum 345 22 executions execution NNS work_sgdejolmezfsfeseqbroy6peum 345 23 . . . work_sgdejolmezfsfeseqbroy6peum 346 1 Moreover moreover RB work_sgdejolmezfsfeseqbroy6peum 346 2 , , , work_sgdejolmezfsfeseqbroy6peum 346 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 346 4 study study VBP work_sgdejolmezfsfeseqbroy6peum 346 5 the the DT work_sgdejolmezfsfeseqbroy6peum 346 6 degree degree NN work_sgdejolmezfsfeseqbroy6peum 346 7 of of IN work_sgdejolmezfsfeseqbroy6peum 346 8 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 346 9 pstr pstr NN work_sgdejolmezfsfeseqbroy6peum 346 10 induced induce VBN work_sgdejolmezfsfeseqbroy6peum 346 11 by by IN work_sgdejolmezfsfeseqbroy6peum 346 12 each each DT work_sgdejolmezfsfeseqbroy6peum 346 13 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 346 14 , , , work_sgdejolmezfsfeseqbroy6peum 346 15 and and CC work_sgdejolmezfsfeseqbroy6peum 346 16 report report NN work_sgdejolmezfsfeseqbroy6peum 346 17 in in IN work_sgdejolmezfsfeseqbroy6peum 346 18 Table table NN work_sgdejolmezfsfeseqbroy6peum 346 19 6 6 CD work_sgdejolmezfsfeseqbroy6peum 346 20 the the DT work_sgdejolmezfsfeseqbroy6peum 346 21 average average JJ work_sgdejolmezfsfeseqbroy6peum 346 22 pstr pstr NN work_sgdejolmezfsfeseqbroy6peum 346 23 caused cause VBN work_sgdejolmezfsfeseqbroy6peum 346 24 by by IN work_sgdejolmezfsfeseqbroy6peum 346 25 the the DT work_sgdejolmezfsfeseqbroy6peum 346 26 three three CD work_sgdejolmezfsfeseqbroy6peum 346 27 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 346 28 over over IN work_sgdejolmezfsfeseqbroy6peum 346 29 the the DT work_sgdejolmezfsfeseqbroy6peum 346 30 1,500 1,500 CD work_sgdejolmezfsfeseqbroy6peum 346 31 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 346 32 . . . work_sgdejolmezfsfeseqbroy6peum 347 1 Here here RB work_sgdejolmezfsfeseqbroy6peum 347 2 , , , work_sgdejolmezfsfeseqbroy6peum 347 3 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 347 4 define define VBP work_sgdejolmezfsfeseqbroy6peum 347 5 the the DT work_sgdejolmezfsfeseqbroy6peum 347 6 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 347 7 degree degree NN work_sgdejolmezfsfeseqbroy6peum 347 8 pstr pstr NN work_sgdejolmezfsfeseqbroy6peum 347 9 as as IN work_sgdejolmezfsfeseqbroy6peum 347 10 the the DT work_sgdejolmezfsfeseqbroy6peum 347 11 minimum minimum JJ work_sgdejolmezfsfeseqbroy6peum 347 12 distance distance NN work_sgdejolmezfsfeseqbroy6peum 347 13 between between IN work_sgdejolmezfsfeseqbroy6peum 347 14 the the DT work_sgdejolmezfsfeseqbroy6peum 347 15 created create VBN work_sgdejolmezfsfeseqbroy6peum 347 16 offspring offspring NN work_sgdejolmezfsfeseqbroy6peum 347 17 and and CC work_sgdejolmezfsfeseqbroy6peum 347 18 one one CD work_sgdejolmezfsfeseqbroy6peum 347 19 of of IN work_sgdejolmezfsfeseqbroy6peum 347 20 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 347 21 parents parent NNS work_sgdejolmezfsfeseqbroy6peum 347 22 expressed express VBD work_sgdejolmezfsfeseqbroy6peum 347 23 as as IN work_sgdejolmezfsfeseqbroy6peum 347 24 a a DT work_sgdejolmezfsfeseqbroy6peum 347 25 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 347 26 of of IN work_sgdejolmezfsfeseqbroy6peum 347 27 n. n. NN work_sgdejolmezfsfeseqbroy6peum 347 28 From from IN work_sgdejolmezfsfeseqbroy6peum 347 29 Table Table NNP work_sgdejolmezfsfeseqbroy6peum 347 30 5 5 CD work_sgdejolmezfsfeseqbroy6peum 347 31 , , , work_sgdejolmezfsfeseqbroy6peum 347 32 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 347 33 observe observe VBP work_sgdejolmezfsfeseqbroy6peum 347 34 that that IN work_sgdejolmezfsfeseqbroy6peum 347 35 the the DT work_sgdejolmezfsfeseqbroy6peum 347 36 best good JJS work_sgdejolmezfsfeseqbroy6peum 347 37 performance performance NN work_sgdejolmezfsfeseqbroy6peum 347 38 is be VBZ work_sgdejolmezfsfeseqbroy6peum 347 39 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 347 40 by by IN work_sgdejolmezfsfeseqbroy6peum 347 41 the the DT work_sgdejolmezfsfeseqbroy6peum 347 42 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 347 43 version version NN work_sgdejolmezfsfeseqbroy6peum 347 44 integrating integrate VBG work_sgdejolmezfsfeseqbroy6peum 347 45 the the DT work_sgdejolmezfsfeseqbroy6peum 347 46 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 347 47 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 347 48 operator operator NN work_sgdejolmezfsfeseqbroy6peum 347 49 , , , work_sgdejolmezfsfeseqbroy6peum 347 50 with with IN work_sgdejolmezfsfeseqbroy6peum 347 51 an an DT work_sgdejolmezfsfeseqbroy6peum 347 52 average average JJ work_sgdejolmezfsfeseqbroy6peum 347 53 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 347 54 of of IN work_sgdejolmezfsfeseqbroy6peum 347 55 0.073 0.073 CD work_sgdejolmezfsfeseqbroy6peum 347 56 over over IN work_sgdejolmezfsfeseqbroy6peum 347 57 the the DT work_sgdejolmezfsfeseqbroy6peum 347 58 16 16 CD work_sgdejolmezfsfeseqbroy6peum 347 59 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 347 60 . . . work_sgdejolmezfsfeseqbroy6peum 348 1 The the DT work_sgdejolmezfsfeseqbroy6peum 348 2 second second RB work_sgdejolmezfsfeseqbroy6peum 348 3 best good JJS work_sgdejolmezfsfeseqbroy6peum 348 4 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 348 5 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 348 6 version version NN work_sgdejolmezfsfeseqbroy6peum 348 7 inte- inte- NNP work_sgdejolmezfsfeseqbroy6peum 348 8 grates grate VBZ work_sgdejolmezfsfeseqbroy6peum 348 9 the the DT work_sgdejolmezfsfeseqbroy6peum 348 10 block block NN work_sgdejolmezfsfeseqbroy6peum 348 11 crossover crossover NNP work_sgdejolmezfsfeseqbroy6peum 348 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 348 13 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 348 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 348 15 with with IN work_sgdejolmezfsfeseqbroy6peum 348 16 an an DT work_sgdejolmezfsfeseqbroy6peum 348 17 average average JJ work_sgdejolmezfsfeseqbroy6peum 348 18 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 348 19 of of IN work_sgdejolmezfsfeseqbroy6peum 348 20 0.079 0.079 CD work_sgdejolmezfsfeseqbroy6peum 348 21 . . . work_sgdejolmezfsfeseqbroy6peum 349 1 On on IN work_sgdejolmezfsfeseqbroy6peum 349 2 the the DT work_sgdejolmezfsfeseqbroy6peum 349 3 other other JJ work_sgdejolmezfsfeseqbroy6peum 349 4 hand hand NN work_sgdejolmezfsfeseqbroy6peum 349 5 , , , work_sgdejolmezfsfeseqbroy6peum 349 6 the the DT work_sgdejolmezfsfeseqbroy6peum 349 7 results result NNS work_sgdejolmezfsfeseqbroy6peum 349 8 indicate indicate VBP work_sgdejolmezfsfeseqbroy6peum 349 9 that that IN work_sgdejolmezfsfeseqbroy6peum 349 10 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 349 11 is be VBZ work_sgdejolmezfsfeseqbroy6peum 349 12 less less RBR work_sgdejolmezfsfeseqbroy6peum 349 13 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 349 14 with with IN work_sgdejolmezfsfeseqbroy6peum 349 15 an an DT work_sgdejolmezfsfeseqbroy6peum 349 16 average average JJ work_sgdejolmezfsfeseqbroy6peum 349 17 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 349 18 of of IN work_sgdejolmezfsfeseqbroy6peum 349 19 0.100 0.100 CD work_sgdejolmezfsfeseqbroy6peum 349 20 over over IN work_sgdejolmezfsfeseqbroy6peum 349 21 the the DT work_sgdejolmezfsfeseqbroy6peum 349 22 16 16 CD work_sgdejolmezfsfeseqbroy6peum 349 23 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 349 24 . . . work_sgdejolmezfsfeseqbroy6peum 350 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 350 2 further further RB work_sgdejolmezfsfeseqbroy6peum 350 3 observe observe VBP work_sgdejolmezfsfeseqbroy6peum 350 4 that that IN work_sgdejolmezfsfeseqbroy6peum 350 5 the the DT work_sgdejolmezfsfeseqbroy6peum 350 6 difference difference NN work_sgdejolmezfsfeseqbroy6peum 350 7 in in IN work_sgdejolmezfsfeseqbroy6peum 350 8 performance performance NN work_sgdejolmezfsfeseqbroy6peum 350 9 between between IN work_sgdejolmezfsfeseqbroy6peum 350 10 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 350 11 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 350 12 & & CC work_sgdejolmezfsfeseqbroy6peum 350 13 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 350 14 and and CC work_sgdejolmezfsfeseqbroy6peum 350 15 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 350 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 350 17 particularly particularly RB work_sgdejolmezfsfeseqbroy6peum 350 18 notable notable JJ work_sgdejolmezfsfeseqbroy6peum 350 19 on on IN work_sgdejolmezfsfeseqbroy6peum 350 20 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 350 21 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 350 22 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 350 23 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 350 24 II II NNP work_sgdejolmezfsfeseqbroy6peum 350 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 350 26 since since IN work_sgdejolmezfsfeseqbroy6peum 350 27 local local JJ work_sgdejolmezfsfeseqbroy6peum 350 28 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 350 29 are be VBP work_sgdejolmezfsfeseqbroy6peum 350 30 the the DT work_sgdejolmezfsfeseqbroy6peum 350 31 most most RBS work_sgdejolmezfsfeseqbroy6peum 350 32 uncorrelated uncorrelated JJ work_sgdejolmezfsfeseqbroy6peum 350 33 for for IN work_sgdejolmezfsfeseqbroy6peum 350 34 these these DT work_sgdejolmezfsfeseqbroy6peum 350 35 in- in- JJ work_sgdejolmezfsfeseqbroy6peum 350 36 stances stance NNS work_sgdejolmezfsfeseqbroy6peum 350 37 . . . work_sgdejolmezfsfeseqbroy6peum 351 1 Indeed indeed RB work_sgdejolmezfsfeseqbroy6peum 351 2 , , , work_sgdejolmezfsfeseqbroy6peum 351 3 on on IN work_sgdejolmezfsfeseqbroy6peum 351 4 the the DT work_sgdejolmezfsfeseqbroy6peum 351 5 other other JJ work_sgdejolmezfsfeseqbroy6peum 351 6 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 351 7 with with IN work_sgdejolmezfsfeseqbroy6peum 351 8 slightly slightly RB work_sgdejolmezfsfeseqbroy6peum 351 9 higher high JJR work_sgdejolmezfsfeseqbroy6peum 351 10 FDC FDC NNP work_sgdejolmezfsfeseqbroy6peum 351 11 coefficient coefficient NN work_sgdejolmezfsfeseqbroy6peum 351 12 ρ ρ NN work_sgdejolmezfsfeseqbroy6peum 351 13 , , , work_sgdejolmezfsfeseqbroy6peum 351 14 this this DT work_sgdejolmezfsfeseqbroy6peum 351 15 difference difference NN work_sgdejolmezfsfeseqbroy6peum 351 16 is be VBZ work_sgdejolmezfsfeseqbroy6peum 351 17 much much RB work_sgdejolmezfsfeseqbroy6peum 351 18 less less RBR work_sgdejolmezfsfeseqbroy6peum 351 19 obvious obvious JJ work_sgdejolmezfsfeseqbroy6peum 351 20 . . . work_sgdejolmezfsfeseqbroy6peum 352 1 As as IN work_sgdejolmezfsfeseqbroy6peum 352 2 expected expect VBN work_sgdejolmezfsfeseqbroy6peum 352 3 , , , work_sgdejolmezfsfeseqbroy6peum 352 4 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 352 5 observe observe VBP work_sgdejolmezfsfeseqbroy6peum 352 6 from from IN work_sgdejolmezfsfeseqbroy6peum 352 7 Table table NN work_sgdejolmezfsfeseqbroy6peum 352 8 6 6 CD work_sgdejolmezfsfeseqbroy6peum 352 9 that that DT work_sgdejolmezfsfeseqbroy6peum 352 10 on on IN work_sgdejolmezfsfeseqbroy6peum 352 11 random random JJ work_sgdejolmezfsfeseqbroy6peum 352 12 , , , work_sgdejolmezfsfeseqbroy6peum 352 13 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 352 14 in- in- JJ work_sgdejolmezfsfeseqbroy6peum 352 15 stances stance NNS work_sgdejolmezfsfeseqbroy6peum 352 16 , , , work_sgdejolmezfsfeseqbroy6peum 352 17 the the DT work_sgdejolmezfsfeseqbroy6peum 352 18 amount amount NN work_sgdejolmezfsfeseqbroy6peum 352 19 of of IN work_sgdejolmezfsfeseqbroy6peum 352 20 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 352 21 induced induce VBN work_sgdejolmezfsfeseqbroy6peum 352 22 with with IN work_sgdejolmezfsfeseqbroy6peum 352 23 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 352 24 is be VBZ work_sgdejolmezfsfeseqbroy6peum 352 25 much much RB work_sgdejolmezfsfeseqbroy6peum 352 26 stronger strong JJR work_sgdejolmezfsfeseqbroy6peum 352 27 than than IN work_sgdejolmezfsfeseqbroy6peum 352 28 with with IN work_sgdejolmezfsfeseqbroy6peum 352 29 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 352 30 and and CC work_sgdejolmezfsfeseqbroy6peum 352 31 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 352 32 , , , work_sgdejolmezfsfeseqbroy6peum 352 33 since since IN work_sgdejolmezfsfeseqbroy6peum 352 34 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 352 35 is be VBZ work_sgdejolmezfsfeseqbroy6peum 352 36 designed design VBN work_sgdejolmezfsfeseqbroy6peum 352 37 to to TO work_sgdejolmezfsfeseqbroy6peum 352 38 exploit exploit VB work_sgdejolmezfsfeseqbroy6peum 352 39 the the DT work_sgdejolmezfsfeseqbroy6peum 352 40 problem problem NN work_sgdejolmezfsfeseqbroy6peum 352 41 structure structure NN work_sgdejolmezfsfeseqbroy6peum 352 42 that that WDT work_sgdejolmezfsfeseqbroy6peum 352 43 is be VBZ work_sgdejolmezfsfeseqbroy6peum 352 44 missing miss VBG work_sgdejolmezfsfeseqbroy6peum 352 45 for for IN work_sgdejolmezfsfeseqbroy6peum 352 46 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 352 47 of of IN work_sgdejolmezfsfeseqbroy6peum 352 48 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 352 49 II II NNP work_sgdejolmezfsfeseqbroy6peum 352 50 . . . work_sgdejolmezfsfeseqbroy6peum 353 1 Indeed indeed RB work_sgdejolmezfsfeseqbroy6peum 353 2 , , , work_sgdejolmezfsfeseqbroy6peum 353 3 the the DT work_sgdejolmezfsfeseqbroy6peum 353 4 degree degree NN work_sgdejolmezfsfeseqbroy6peum 353 5 of of IN work_sgdejolmezfsfeseqbroy6peum 353 6 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 353 7 pstr pstr NN work_sgdejolmezfsfeseqbroy6peum 353 8 with with IN work_sgdejolmezfsfeseqbroy6peum 353 9 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 353 10 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 353 11 on on IN work_sgdejolmezfsfeseqbroy6peum 353 12 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 353 13 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 353 14 is be VBZ work_sgdejolmezfsfeseqbroy6peum 353 15 almost almost RB work_sgdejolmezfsfeseqbroy6peum 353 16 100 100 CD work_sgdejolmezfsfeseqbroy6peum 353 17 % % NN work_sgdejolmezfsfeseqbroy6peum 353 18 . . . work_sgdejolmezfsfeseqbroy6peum 354 1 On on IN work_sgdejolmezfsfeseqbroy6peum 354 2 the the DT work_sgdejolmezfsfeseqbroy6peum 354 3 other other JJ work_sgdejolmezfsfeseqbroy6peum 354 4 hand hand NN work_sgdejolmezfsfeseqbroy6peum 354 5 , , , work_sgdejolmezfsfeseqbroy6peum 354 6 the the DT work_sgdejolmezfsfeseqbroy6peum 354 7 amount amount NN work_sgdejolmezfsfeseqbroy6peum 354 8 of of IN work_sgdejolmezfsfeseqbroy6peum 354 9 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 354 10 caused cause VBN work_sgdejolmezfsfeseqbroy6peum 354 11 by by IN work_sgdejolmezfsfeseqbroy6peum 354 12 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 354 13 is be VBZ work_sgdejolmezfsfeseqbroy6peum 354 14 greatly greatly RB work_sgdejolmezfsfeseqbroy6peum 354 15 smaller small JJR work_sgdejolmezfsfeseqbroy6peum 354 16 when when WRB work_sgdejolmezfsfeseqbroy6peum 354 17 applied apply VBN work_sgdejolmezfsfeseqbroy6peum 354 18 to to IN work_sgdejolmezfsfeseqbroy6peum 354 19 more more RBR work_sgdejolmezfsfeseqbroy6peum 354 20 structured structured JJ work_sgdejolmezfsfeseqbroy6peum 354 21 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 354 22 of of IN work_sgdejolmezfsfeseqbroy6peum 354 23 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 354 24 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 354 25 . . . work_sgdejolmezfsfeseqbroy6peum 355 1 20 20 CD work_sgdejolmezfsfeseqbroy6peum 355 2 Table table NN work_sgdejolmezfsfeseqbroy6peum 355 3 5 5 CD work_sgdejolmezfsfeseqbroy6peum 355 4 : : : work_sgdejolmezfsfeseqbroy6peum 355 5 Percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 355 6 deviations deviation NNS work_sgdejolmezfsfeseqbroy6peum 355 7 δ̄avg δ̄avg IN work_sgdejolmezfsfeseqbroy6peum 355 8 of of IN work_sgdejolmezfsfeseqbroy6peum 355 9 the the DT work_sgdejolmezfsfeseqbroy6peum 355 10 average average JJ work_sgdejolmezfsfeseqbroy6peum 355 11 solution solution NN work_sgdejolmezfsfeseqbroy6peum 355 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 355 13 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 355 14 after after IN work_sgdejolmezfsfeseqbroy6peum 355 15 10 10 CD work_sgdejolmezfsfeseqbroy6peum 355 16 runs run NNS work_sgdejolmezfsfeseqbroy6peum 355 17 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 355 18 from from IN work_sgdejolmezfsfeseqbroy6peum 355 19 the the DT work_sgdejolmezfsfeseqbroy6peum 355 20 published publish VBN work_sgdejolmezfsfeseqbroy6peum 355 21 best well RBS work_sgdejolmezfsfeseqbroy6peum 355 22 - - HYPH work_sgdejolmezfsfeseqbroy6peum 355 23 known know VBN work_sgdejolmezfsfeseqbroy6peum 355 24 result result NN work_sgdejolmezfsfeseqbroy6peum 355 25 for for IN work_sgdejolmezfsfeseqbroy6peum 355 26 the the DT work_sgdejolmezfsfeseqbroy6peum 355 27 three three CD work_sgdejolmezfsfeseqbroy6peum 355 28 versions version NNS work_sgdejolmezfsfeseqbroy6peum 355 29 of of IN work_sgdejolmezfsfeseqbroy6peum 355 30 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 355 31 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 355 32 integrating integrate VBG work_sgdejolmezfsfeseqbroy6peum 355 33 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 355 34 the the DT work_sgdejolmezfsfeseqbroy6peum 355 35 uniform uniform NN work_sgdejolmezfsfeseqbroy6peum 355 36 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 355 37 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 355 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 355 39 , , , work_sgdejolmezfsfeseqbroy6peum 355 40 the the DT work_sgdejolmezfsfeseqbroy6peum 355 41 block block NN work_sgdejolmezfsfeseqbroy6peum 355 42 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 355 43 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 355 44 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 355 45 , , , work_sgdejolmezfsfeseqbroy6peum 355 46 and and CC work_sgdejolmezfsfeseqbroy6peum 355 47 the the DT work_sgdejolmezfsfeseqbroy6peum 355 48 distance distance NN work_sgdejolmezfsfeseqbroy6peum 355 49 preserving preserve VBG work_sgdejolmezfsfeseqbroy6peum 355 50 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 355 51 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 355 52 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 355 53 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 355 54 . . . work_sgdejolmezfsfeseqbroy6peum 356 1 Instance instance NN work_sgdejolmezfsfeseqbroy6peum 356 2 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 356 3 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 356 4 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 356 5 Instance Instance NNP work_sgdejolmezfsfeseqbroy6peum 356 6 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 356 7 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 356 8 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 356 9 tai40a tai40a NNP work_sgdejolmezfsfeseqbroy6peum 356 10 0.059(2 0.059(2 NNP work_sgdejolmezfsfeseqbroy6peum 356 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 12 0.067(1 0.067(1 NNP work_sgdejolmezfsfeseqbroy6peum 356 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 14 0.074(0 0.074(0 NN work_sgdejolmezfsfeseqbroy6peum 356 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 16 sko100a sko100a NNP work_sgdejolmezfsfeseqbroy6peum 356 17 0.000(10 0.000(10 NNP work_sgdejolmezfsfeseqbroy6peum 356 18 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 19 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 20 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 21 0.001(9 0.001(9 CD work_sgdejolmezfsfeseqbroy6peum 356 22 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 23 tai50a tai50a NNP work_sgdejolmezfsfeseqbroy6peum 356 24 0.135(2 0.135(2 CD work_sgdejolmezfsfeseqbroy6peum 356 25 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 26 0.250(1 0.250(1 CD work_sgdejolmezfsfeseqbroy6peum 356 27 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 28 0.286(0 0.286(0 CD work_sgdejolmezfsfeseqbroy6peum 356 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 30 sko100b sko100b NNP work_sgdejolmezfsfeseqbroy6peum 356 31 0.000(10 0.000(10 FW work_sgdejolmezfsfeseqbroy6peum 356 32 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 33 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 34 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 35 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 36 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 37 tai60a tai60a NNP work_sgdejolmezfsfeseqbroy6peum 356 38 0.220(2 0.220(2 CD work_sgdejolmezfsfeseqbroy6peum 356 39 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 40 0.249(1 0.249(1 NN work_sgdejolmezfsfeseqbroy6peum 356 41 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 42 0.270(0 0.270(0 CD work_sgdejolmezfsfeseqbroy6peum 356 43 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 44 sko100c sko100c NNP work_sgdejolmezfsfeseqbroy6peum 356 45 0.000(10 0.000(10 ADD work_sgdejolmezfsfeseqbroy6peum 356 46 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 47 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 48 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 49 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 50 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 51 tai80a tai80a UH work_sgdejolmezfsfeseqbroy6peum 356 52 0.410(0 0.410(0 CD work_sgdejolmezfsfeseqbroy6peum 356 53 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 54 0.420(0 0.420(0 CD work_sgdejolmezfsfeseqbroy6peum 356 55 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 56 0.536(0 0.536(0 LS work_sgdejolmezfsfeseqbroy6peum 356 57 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 58 sko100d sko100d NNPS work_sgdejolmezfsfeseqbroy6peum 356 59 0.000(10 0.000(10 FW work_sgdejolmezfsfeseqbroy6peum 356 60 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 61 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 62 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 63 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 64 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 65 tai100a tai100a NFP work_sgdejolmezfsfeseqbroy6peum 356 66 0.340(0 0.340(0 CD work_sgdejolmezfsfeseqbroy6peum 356 67 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 68 0.270(0 0.270(0 CD work_sgdejolmezfsfeseqbroy6peum 356 69 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 70 0.431(0 0.431(0 CD work_sgdejolmezfsfeseqbroy6peum 356 71 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 72 sko100e sko100e NNP work_sgdejolmezfsfeseqbroy6peum 356 73 0.000(10 0.000(10 FW work_sgdejolmezfsfeseqbroy6peum 356 74 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 75 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 76 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 77 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 78 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 79 sko72 sko72 ADD work_sgdejolmezfsfeseqbroy6peum 356 80 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 81 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 82 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 83 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 84 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 85 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 86 sko100f sko100f NFP work_sgdejolmezfsfeseqbroy6peum 356 87 0.000(10 0.000(10 JJ work_sgdejolmezfsfeseqbroy6peum 356 88 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 89 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 90 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 91 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 92 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 93 sko81 sko81 NNP work_sgdejolmezfsfeseqbroy6peum 356 94 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 95 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 96 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 97 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 98 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 99 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 100 tai80b tai80b NNP work_sgdejolmezfsfeseqbroy6peum 356 101 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 102 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 103 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 104 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 105 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 106 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 107 sko90 sko90 VBZ work_sgdejolmezfsfeseqbroy6peum 356 108 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 109 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 110 0.010(8 0.010(8 CD work_sgdejolmezfsfeseqbroy6peum 356 111 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 112 0.003(9 0.003(9 CD work_sgdejolmezfsfeseqbroy6peum 356 113 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 114 tai100b tai100b : work_sgdejolmezfsfeseqbroy6peum 356 115 0.000(10 0.000(10 . work_sgdejolmezfsfeseqbroy6peum 356 116 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 117 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 118 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 119 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 356 120 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 121 Table table NN work_sgdejolmezfsfeseqbroy6peum 356 122 6 6 CD work_sgdejolmezfsfeseqbroy6peum 356 123 : : : work_sgdejolmezfsfeseqbroy6peum 356 124 The the DT work_sgdejolmezfsfeseqbroy6peum 356 125 average average JJ work_sgdejolmezfsfeseqbroy6peum 356 126 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 356 127 degree degree NN work_sgdejolmezfsfeseqbroy6peum 356 128 pstr pstr NN work_sgdejolmezfsfeseqbroy6peum 356 129 over over IN work_sgdejolmezfsfeseqbroy6peum 356 130 1500 1500 CD work_sgdejolmezfsfeseqbroy6peum 356 131 generations generation NNS work_sgdejolmezfsfeseqbroy6peum 356 132 introduced introduce VBN work_sgdejolmezfsfeseqbroy6peum 356 133 by by IN work_sgdejolmezfsfeseqbroy6peum 356 134 three three CD work_sgdejolmezfsfeseqbroy6peum 356 135 versions version NNS work_sgdejolmezfsfeseqbroy6peum 356 136 of of IN work_sgdejolmezfsfeseqbroy6peum 356 137 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 356 138 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 356 139 integrating integrate VBG work_sgdejolmezfsfeseqbroy6peum 356 140 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 356 141 the the DT work_sgdejolmezfsfeseqbroy6peum 356 142 uniform uniform NN work_sgdejolmezfsfeseqbroy6peum 356 143 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 356 144 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 356 145 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 146 , , , work_sgdejolmezfsfeseqbroy6peum 356 147 the the DT work_sgdejolmezfsfeseqbroy6peum 356 148 block block NN work_sgdejolmezfsfeseqbroy6peum 356 149 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 356 150 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 356 151 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 152 , , , work_sgdejolmezfsfeseqbroy6peum 356 153 and and CC work_sgdejolmezfsfeseqbroy6peum 356 154 the the DT work_sgdejolmezfsfeseqbroy6peum 356 155 distance distance NN work_sgdejolmezfsfeseqbroy6peum 356 156 preserving preserve VBG work_sgdejolmezfsfeseqbroy6peum 356 157 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 356 158 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 356 159 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 356 160 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 356 161 . . . work_sgdejolmezfsfeseqbroy6peum 357 1 pstr pstr NNP work_sgdejolmezfsfeseqbroy6peum 357 2 is be VBZ work_sgdejolmezfsfeseqbroy6peum 357 3 expressed express VBN work_sgdejolmezfsfeseqbroy6peum 357 4 as as IN work_sgdejolmezfsfeseqbroy6peum 357 5 a a DT work_sgdejolmezfsfeseqbroy6peum 357 6 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 357 7 of of IN work_sgdejolmezfsfeseqbroy6peum 357 8 n. n. NN work_sgdejolmezfsfeseqbroy6peum 357 9 Instance Instance NNP work_sgdejolmezfsfeseqbroy6peum 357 10 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 357 11 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 357 12 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 357 13 Instance Instance NNP work_sgdejolmezfsfeseqbroy6peum 357 14 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 357 15 BX BX NNP work_sgdejolmezfsfeseqbroy6peum 357 16 DPX DPX NNP work_sgdejolmezfsfeseqbroy6peum 357 17 tai40a tai40a JJR work_sgdejolmezfsfeseqbroy6peum 357 18 45.8 45.8 CD work_sgdejolmezfsfeseqbroy6peum 357 19 36.7 36.7 CD work_sgdejolmezfsfeseqbroy6peum 357 20 95.9 95.9 CD work_sgdejolmezfsfeseqbroy6peum 357 21 sko100a sko100a SYM work_sgdejolmezfsfeseqbroy6peum 357 22 21.8 21.8 CD work_sgdejolmezfsfeseqbroy6peum 357 23 13.7 13.7 CD work_sgdejolmezfsfeseqbroy6peum 357 24 95.4 95.4 CD work_sgdejolmezfsfeseqbroy6peum 357 25 tai50a tai50a CD work_sgdejolmezfsfeseqbroy6peum 357 26 46.9 46.9 CD work_sgdejolmezfsfeseqbroy6peum 357 27 39.0 39.0 CD work_sgdejolmezfsfeseqbroy6peum 357 28 97.1 97.1 CD work_sgdejolmezfsfeseqbroy6peum 357 29 sko100b sko100b HYPH work_sgdejolmezfsfeseqbroy6peum 357 30 16.9 16.9 CD work_sgdejolmezfsfeseqbroy6peum 357 31 14.0 14.0 CD work_sgdejolmezfsfeseqbroy6peum 357 32 47.6 47.6 CD work_sgdejolmezfsfeseqbroy6peum 357 33 tai60a tai60a CD work_sgdejolmezfsfeseqbroy6peum 357 34 45.2 45.2 CD work_sgdejolmezfsfeseqbroy6peum 357 35 38.6 38.6 CD work_sgdejolmezfsfeseqbroy6peum 357 36 97.5 97.5 CD work_sgdejolmezfsfeseqbroy6peum 357 37 sko100c sko100c NNS work_sgdejolmezfsfeseqbroy6peum 357 38 18.9 18.9 CD work_sgdejolmezfsfeseqbroy6peum 357 39 15.9 15.9 CD work_sgdejolmezfsfeseqbroy6peum 357 40 41.6 41.6 CD work_sgdejolmezfsfeseqbroy6peum 357 41 tai80a tai80a CD work_sgdejolmezfsfeseqbroy6peum 357 42 48.4 48.4 CD work_sgdejolmezfsfeseqbroy6peum 357 43 36.9 36.9 CD work_sgdejolmezfsfeseqbroy6peum 357 44 98.4 98.4 CD work_sgdejolmezfsfeseqbroy6peum 357 45 sko100d sko100d SYM work_sgdejolmezfsfeseqbroy6peum 357 46 18.5 18.5 CD work_sgdejolmezfsfeseqbroy6peum 357 47 11.8 11.8 CD work_sgdejolmezfsfeseqbroy6peum 357 48 40.3 40.3 CD work_sgdejolmezfsfeseqbroy6peum 357 49 tai100a tai100a CD work_sgdejolmezfsfeseqbroy6peum 357 50 46.9 46.9 CD work_sgdejolmezfsfeseqbroy6peum 357 51 36.5 36.5 CD work_sgdejolmezfsfeseqbroy6peum 357 52 98.6 98.6 CD work_sgdejolmezfsfeseqbroy6peum 357 53 sko100e sko100e SYM work_sgdejolmezfsfeseqbroy6peum 357 54 29.5 29.5 CD work_sgdejolmezfsfeseqbroy6peum 357 55 22.7 22.7 CD work_sgdejolmezfsfeseqbroy6peum 357 56 43.1 43.1 CD work_sgdejolmezfsfeseqbroy6peum 357 57 sko72 sko72 CD work_sgdejolmezfsfeseqbroy6peum 357 58 22.3 22.3 CD work_sgdejolmezfsfeseqbroy6peum 357 59 32.4 32.4 CD work_sgdejolmezfsfeseqbroy6peum 357 60 76.8 76.8 CD work_sgdejolmezfsfeseqbroy6peum 357 61 sko100f sko100f SYM work_sgdejolmezfsfeseqbroy6peum 357 62 28.3 28.3 CD work_sgdejolmezfsfeseqbroy6peum 357 63 20.6 20.6 CD work_sgdejolmezfsfeseqbroy6peum 357 64 63.9 63.9 CD work_sgdejolmezfsfeseqbroy6peum 357 65 sko81 sko81 CD work_sgdejolmezfsfeseqbroy6peum 357 66 25.4 25.4 CD work_sgdejolmezfsfeseqbroy6peum 357 67 21.1 21.1 CD work_sgdejolmezfsfeseqbroy6peum 357 68 67.1 67.1 CD work_sgdejolmezfsfeseqbroy6peum 357 69 tai80b tai80b CD work_sgdejolmezfsfeseqbroy6peum 357 70 13.7 13.7 CD work_sgdejolmezfsfeseqbroy6peum 357 71 10.6 10.6 CD work_sgdejolmezfsfeseqbroy6peum 357 72 35.6 35.6 CD work_sgdejolmezfsfeseqbroy6peum 357 73 sko90 sko90 CD work_sgdejolmezfsfeseqbroy6peum 357 74 27.9 27.9 CD work_sgdejolmezfsfeseqbroy6peum 357 75 24.6 24.6 CD work_sgdejolmezfsfeseqbroy6peum 357 76 49.0 49.0 CD work_sgdejolmezfsfeseqbroy6peum 357 77 tai100b tai100b SYM work_sgdejolmezfsfeseqbroy6peum 357 78 17.3 17.3 CD work_sgdejolmezfsfeseqbroy6peum 357 79 11.9 11.9 CD work_sgdejolmezfsfeseqbroy6peum 357 80 27.5 27.5 CD work_sgdejolmezfsfeseqbroy6peum 357 81 6 6 CD work_sgdejolmezfsfeseqbroy6peum 357 82 . . . work_sgdejolmezfsfeseqbroy6peum 358 1 Conclusion conclusion NN work_sgdejolmezfsfeseqbroy6peum 358 2 In in IN work_sgdejolmezfsfeseqbroy6peum 358 3 this this DT work_sgdejolmezfsfeseqbroy6peum 358 4 article article NN work_sgdejolmezfsfeseqbroy6peum 358 5 , , , work_sgdejolmezfsfeseqbroy6peum 358 6 we -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 358 7 presented present VBD work_sgdejolmezfsfeseqbroy6peum 358 8 a a DT work_sgdejolmezfsfeseqbroy6peum 358 9 simple simple JJ work_sgdejolmezfsfeseqbroy6peum 358 10 and and CC work_sgdejolmezfsfeseqbroy6peum 358 11 effective effective JJ work_sgdejolmezfsfeseqbroy6peum 358 12 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 358 13 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 358 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 358 15 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 358 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 358 17 for for IN work_sgdejolmezfsfeseqbroy6peum 358 18 the the DT work_sgdejolmezfsfeseqbroy6peum 358 19 well well RB work_sgdejolmezfsfeseqbroy6peum 358 20 - - HYPH work_sgdejolmezfsfeseqbroy6peum 358 21 known know VBN work_sgdejolmezfsfeseqbroy6peum 358 22 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 358 23 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 358 24 problem problem NN work_sgdejolmezfsfeseqbroy6peum 358 25 . . . work_sgdejolmezfsfeseqbroy6peum 359 1 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 359 2 combines combine VBZ work_sgdejolmezfsfeseqbroy6peum 359 3 a a DT work_sgdejolmezfsfeseqbroy6peum 359 4 dedicated dedicated JJ work_sgdejolmezfsfeseqbroy6peum 359 5 local local JJ work_sgdejolmezfsfeseqbroy6peum 359 6 search search NN work_sgdejolmezfsfeseqbroy6peum 359 7 named name VBN work_sgdejolmezfsfeseqbroy6peum 359 8 Breakout Breakout NNP work_sgdejolmezfsfeseqbroy6peum 359 9 Local Local NNP work_sgdejolmezfsfeseqbroy6peum 359 10 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 359 11 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 359 12 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 359 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 359 14 with with IN work_sgdejolmezfsfeseqbroy6peum 359 15 the the DT work_sgdejolmezfsfeseqbroy6peum 359 16 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 359 17 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 359 18 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 359 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 359 20 UX UX NNP work_sgdejolmezfsfeseqbroy6peum 359 21 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 359 22 , , , work_sgdejolmezfsfeseqbroy6peum 359 23 a a DT work_sgdejolmezfsfeseqbroy6peum 359 24 simple simple JJ work_sgdejolmezfsfeseqbroy6peum 359 25 pool pool NN work_sgdejolmezfsfeseqbroy6peum 359 26 updating update VBG work_sgdejolmezfsfeseqbroy6peum 359 27 strategy strategy NN work_sgdejolmezfsfeseqbroy6peum 359 28 and and CC work_sgdejolmezfsfeseqbroy6peum 359 29 an an DT work_sgdejolmezfsfeseqbroy6peum 359 30 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 359 31 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 359 32 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 359 33 . . . work_sgdejolmezfsfeseqbroy6peum 360 1 The the DT work_sgdejolmezfsfeseqbroy6peum 360 2 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 360 3 procedure procedure NN work_sgdejolmezfsfeseqbroy6peum 360 4 , , , work_sgdejolmezfsfeseqbroy6peum 360 5 which which WDT work_sgdejolmezfsfeseqbroy6peum 360 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 360 7 the the DT work_sgdejolmezfsfeseqbroy6peum 360 8 key key JJ work_sgdejolmezfsfeseqbroy6peum 360 9 component component NN work_sgdejolmezfsfeseqbroy6peum 360 10 of of IN work_sgdejolmezfsfeseqbroy6peum 360 11 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 360 12 , , , work_sgdejolmezfsfeseqbroy6peum 360 13 alternates alternate NNS work_sgdejolmezfsfeseqbroy6peum 360 14 between between IN work_sgdejolmezfsfeseqbroy6peum 360 15 a a DT work_sgdejolmezfsfeseqbroy6peum 360 16 local local JJ work_sgdejolmezfsfeseqbroy6peum 360 17 search search NN work_sgdejolmezfsfeseqbroy6peum 360 18 phase phase NN work_sgdejolmezfsfeseqbroy6peum 360 19 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 360 20 to to TO work_sgdejolmezfsfeseqbroy6peum 360 21 reach reach VB work_sgdejolmezfsfeseqbroy6peum 360 22 local local JJ work_sgdejolmezfsfeseqbroy6peum 360 23 optima optima NN work_sgdejolmezfsfeseqbroy6peum 360 24 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 360 25 and and CC work_sgdejolmezfsfeseqbroy6peum 360 26 a a DT work_sgdejolmezfsfeseqbroy6peum 360 27 dedicated dedicated JJ work_sgdejolmezfsfeseqbroy6peum 360 28 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 360 29 phase phase NN work_sgdejolmezfsfeseqbroy6peum 360 30 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 360 31 to to TO work_sgdejolmezfsfeseqbroy6peum 360 32 discover discover VB work_sgdejolmezfsfeseqbroy6peum 360 33 new new JJ work_sgdejolmezfsfeseqbroy6peum 360 34 promising promising JJ work_sgdejolmezfsfeseqbroy6peum 360 35 regions region NNS work_sgdejolmezfsfeseqbroy6peum 360 36 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 360 37 . . . work_sgdejolmezfsfeseqbroy6peum 361 1 The the DT work_sgdejolmezfsfeseqbroy6peum 361 2 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 361 3 mechanism mechanism NN work_sgdejolmezfsfeseqbroy6peum 361 4 of of IN work_sgdejolmezfsfeseqbroy6peum 361 5 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 361 6 dy- dy- PRP work_sgdejolmezfsfeseqbroy6peum 361 7 namically namically RB work_sgdejolmezfsfeseqbroy6peum 361 8 determines determine VBZ work_sgdejolmezfsfeseqbroy6peum 361 9 the the DT work_sgdejolmezfsfeseqbroy6peum 361 10 number number NN work_sgdejolmezfsfeseqbroy6peum 361 11 of of IN work_sgdejolmezfsfeseqbroy6peum 361 12 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 361 13 moves move NNS work_sgdejolmezfsfeseqbroy6peum 361 14 and and CC work_sgdejolmezfsfeseqbroy6peum 361 15 adaptively adaptively RB work_sgdejolmezfsfeseqbroy6peum 361 16 chooses choose NNS work_sgdejolmezfsfeseqbroy6peum 361 17 between between IN work_sgdejolmezfsfeseqbroy6peum 361 18 two two CD work_sgdejolmezfsfeseqbroy6peum 361 19 types type NNS work_sgdejolmezfsfeseqbroy6peum 361 20 of of IN work_sgdejolmezfsfeseqbroy6peum 361 21 perturbation perturbation NN work_sgdejolmezfsfeseqbroy6peum 361 22 moves move NNS work_sgdejolmezfsfeseqbroy6peum 361 23 of of IN work_sgdejolmezfsfeseqbroy6peum 361 24 different different JJ work_sgdejolmezfsfeseqbroy6peum 361 25 intensities intensity NNS work_sgdejolmezfsfeseqbroy6peum 361 26 depending depend VBG work_sgdejolmezfsfeseqbroy6peum 361 27 on on IN work_sgdejolmezfsfeseqbroy6peum 361 28 the the DT work_sgdejolmezfsfeseqbroy6peum 361 29 current current JJ work_sgdejolmezfsfeseqbroy6peum 361 30 search search NN work_sgdejolmezfsfeseqbroy6peum 361 31 state state NN work_sgdejolmezfsfeseqbroy6peum 361 32 . . . work_sgdejolmezfsfeseqbroy6peum 362 1 Genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 362 2 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 362 3 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 362 4 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 362 5 and and CC work_sgdejolmezfsfeseqbroy6peum 362 6 mutation mutation NN work_sgdejolmezfsfeseqbroy6peum 362 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 362 8 are be VBP work_sgdejolmezfsfeseqbroy6peum 362 9 integrated integrate VBN work_sgdejolmezfsfeseqbroy6peum 362 10 to to TO work_sgdejolmezfsfeseqbroy6peum 362 11 further further RB work_sgdejolmezfsfeseqbroy6peum 362 12 enforce enforce VB work_sgdejolmezfsfeseqbroy6peum 362 13 the the DT work_sgdejolmezfsfeseqbroy6peum 362 14 search search NN work_sgdejolmezfsfeseqbroy6peum 362 15 capacity capacity NN work_sgdejolmezfsfeseqbroy6peum 362 16 of of IN work_sgdejolmezfsfeseqbroy6peum 362 17 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 362 18 . . . work_sgdejolmezfsfeseqbroy6peum 363 1 The the DT work_sgdejolmezfsfeseqbroy6peum 363 2 choice choice NN work_sgdejolmezfsfeseqbroy6peum 363 3 of of IN work_sgdejolmezfsfeseqbroy6peum 363 4 these these DT work_sgdejolmezfsfeseqbroy6peum 363 5 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 363 6 is be VBZ work_sgdejolmezfsfeseqbroy6peum 363 7 based base VBN work_sgdejolmezfsfeseqbroy6peum 363 8 on on IN work_sgdejolmezfsfeseqbroy6peum 363 9 observa- observa- JJ work_sgdejolmezfsfeseqbroy6peum 363 10 tions tion NNS work_sgdejolmezfsfeseqbroy6peum 363 11 made make VBN work_sgdejolmezfsfeseqbroy6peum 363 12 from from IN work_sgdejolmezfsfeseqbroy6peum 363 13 a a DT work_sgdejolmezfsfeseqbroy6peum 363 14 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 363 15 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 363 16 which which WDT work_sgdejolmezfsfeseqbroy6peum 363 17 investigates investigate VBZ work_sgdejolmezfsfeseqbroy6peum 363 18 the the DT work_sgdejolmezfsfeseqbroy6peum 363 19 structure structure NN work_sgdejolmezfsfeseqbroy6peum 363 20 of of IN work_sgdejolmezfsfeseqbroy6peum 363 21 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 363 22 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 363 23 . . . work_sgdejolmezfsfeseqbroy6peum 364 1 The the DT work_sgdejolmezfsfeseqbroy6peum 364 2 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 364 3 revealed reveal VBD work_sgdejolmezfsfeseqbroy6peum 364 4 a a DT work_sgdejolmezfsfeseqbroy6peum 364 5 very very RB work_sgdejolmezfsfeseqbroy6peum 364 6 low low JJ work_sgdejolmezfsfeseqbroy6peum 364 7 fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 364 8 - - HYPH work_sgdejolmezfsfeseqbroy6peum 364 9 distance distance NN work_sgdejolmezfsfeseqbroy6peum 364 10 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 364 11 between between IN work_sgdejolmezfsfeseqbroy6peum 364 12 local local JJ work_sgdejolmezfsfeseqbroy6peum 364 13 optima optimum NNS work_sgdejolmezfsfeseqbroy6peum 364 14 for for IN work_sgdejolmezfsfeseqbroy6peum 364 15 randomly randomly RB work_sgdejolmezfsfeseqbroy6peum 364 16 generated generate VBN work_sgdejolmezfsfeseqbroy6peum 364 17 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 364 18 , , , work_sgdejolmezfsfeseqbroy6peum 364 19 and and CC work_sgdejolmezfsfeseqbroy6peum 364 20 a a DT work_sgdejolmezfsfeseqbroy6peum 364 21 medium medium JJ work_sgdejolmezfsfeseqbroy6peum 364 22 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 364 23 for for IN work_sgdejolmezfsfeseqbroy6peum 364 24 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 364 25 of of IN work_sgdejolmezfsfeseqbroy6peum 364 26 other other JJ work_sgdejolmezfsfeseqbroy6peum 364 27 types type NNS work_sgdejolmezfsfeseqbroy6peum 364 28 . . . work_sgdejolmezfsfeseqbroy6peum 365 1 These these DT work_sgdejolmezfsfeseqbroy6peum 365 2 observations observation NNS work_sgdejolmezfsfeseqbroy6peum 365 3 provide provide VBP work_sgdejolmezfsfeseqbroy6peum 365 4 a a DT work_sgdejolmezfsfeseqbroy6peum 365 5 basis basis NN work_sgdejolmezfsfeseqbroy6peum 365 6 to to TO work_sgdejolmezfsfeseqbroy6peum 365 7 explain explain VB work_sgdejolmezfsfeseqbroy6peum 365 8 why why WRB work_sgdejolmezfsfeseqbroy6peum 365 9 the the DT work_sgdejolmezfsfeseqbroy6peum 365 10 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 365 11 uniform uniform JJ work_sgdejolmezfsfeseqbroy6peum 365 12 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 365 13 generally generally RB work_sgdejolmezfsfeseqbroy6peum 365 14 leads lead VBZ work_sgdejolmezfsfeseqbroy6peum 365 15 to to IN work_sgdejolmezfsfeseqbroy6peum 365 16 better well JJR work_sgdejolmezfsfeseqbroy6peum 365 17 results result NNS work_sgdejolmezfsfeseqbroy6peum 365 18 for for IN work_sgdejolmezfsfeseqbroy6peum 365 19 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 365 20 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 365 21 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 365 22 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 365 23 II II NNP work_sgdejolmezfsfeseqbroy6peum 365 24 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 365 25 than than IN work_sgdejolmezfsfeseqbroy6peum 365 26 a a DT work_sgdejolmezfsfeseqbroy6peum 365 27 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 365 28 that that WDT work_sgdejolmezfsfeseqbroy6peum 365 29 tries try VBZ work_sgdejolmezfsfeseqbroy6peum 365 30 to to TO work_sgdejolmezfsfeseqbroy6peum 365 31 exploit exploit VB work_sgdejolmezfsfeseqbroy6peum 365 32 the the DT work_sgdejolmezfsfeseqbroy6peum 365 33 problem problem NN work_sgdejolmezfsfeseqbroy6peum 365 34 structure structure NN work_sgdejolmezfsfeseqbroy6peum 365 35 . . . work_sgdejolmezfsfeseqbroy6peum 366 1 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 366 2 evaluated evaluate VBD work_sgdejolmezfsfeseqbroy6peum 366 3 the the DT work_sgdejolmezfsfeseqbroy6peum 366 4 proposed proposed JJ work_sgdejolmezfsfeseqbroy6peum 366 5 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 366 6 on on IN work_sgdejolmezfsfeseqbroy6peum 366 7 the the DT work_sgdejolmezfsfeseqbroy6peum 366 8 set set NN work_sgdejolmezfsfeseqbroy6peum 366 9 of of IN work_sgdejolmezfsfeseqbroy6peum 366 10 135 135 CD work_sgdejolmezfsfeseqbroy6peum 366 11 benchmark benchmark JJ work_sgdejolmezfsfeseqbroy6peum 366 12 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 366 13 from from IN work_sgdejolmezfsfeseqbroy6peum 366 14 the the DT work_sgdejolmezfsfeseqbroy6peum 366 15 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 366 16 . . . work_sgdejolmezfsfeseqbroy6peum 367 1 Computational computational JJ work_sgdejolmezfsfeseqbroy6peum 367 2 results result NNS work_sgdejolmezfsfeseqbroy6peum 367 3 revealed reveal VBD work_sgdejolmezfsfeseqbroy6peum 367 4 that that IN work_sgdejolmezfsfeseqbroy6peum 367 5 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 367 6 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 367 7 very very RB work_sgdejolmezfsfeseqbroy6peum 367 8 well well RB work_sgdejolmezfsfeseqbroy6peum 367 9 on on IN work_sgdejolmezfsfeseqbroy6peum 367 10 these these DT work_sgdejolmezfsfeseqbroy6peum 367 11 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 367 12 . . . work_sgdejolmezfsfeseqbroy6peum 368 1 Indeed indeed RB work_sgdejolmezfsfeseqbroy6peum 368 2 , , , work_sgdejolmezfsfeseqbroy6peum 368 3 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 368 4 outperforms outperform VBZ work_sgdejolmezfsfeseqbroy6peum 368 5 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 368 6 local local JJ work_sgdejolmezfsfeseqbroy6peum 368 7 search search NN work_sgdejolmezfsfeseqbroy6peum 368 8 component component NN work_sgdejolmezfsfeseqbroy6peum 368 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 368 10 BLS BLS NNP work_sgdejolmezfsfeseqbroy6peum 368 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 368 12 and and CC work_sgdejolmezfsfeseqbroy6peum 368 13 is be VBZ work_sgdejolmezfsfeseqbroy6peum 368 14 able able JJ work_sgdejolmezfsfeseqbroy6peum 368 15 to to TO work_sgdejolmezfsfeseqbroy6peum 368 16 reach reach VB work_sgdejolmezfsfeseqbroy6peum 368 17 the the DT work_sgdejolmezfsfeseqbroy6peum 368 18 current current JJ work_sgdejolmezfsfeseqbroy6peum 368 19 best well RBS work_sgdejolmezfsfeseqbroy6peum 368 20 - - HYPH work_sgdejolmezfsfeseqbroy6peum 368 21 known know VBN work_sgdejolmezfsfeseqbroy6peum 368 22 solution solution NN work_sgdejolmezfsfeseqbroy6peum 368 23 for for IN work_sgdejolmezfsfeseqbroy6peum 368 24 133 133 CD work_sgdejolmezfsfeseqbroy6peum 368 25 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 368 26 . . . work_sgdejolmezfsfeseqbroy6peum 369 1 21 21 CD work_sgdejolmezfsfeseqbroy6peum 369 2 In in IN work_sgdejolmezfsfeseqbroy6peum 369 3 particular particular JJ work_sgdejolmezfsfeseqbroy6peum 369 4 , , , work_sgdejolmezfsfeseqbroy6peum 369 5 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 369 6 performs perform VBZ work_sgdejolmezfsfeseqbroy6peum 369 7 particularly particularly RB work_sgdejolmezfsfeseqbroy6peum 369 8 well well RB work_sgdejolmezfsfeseqbroy6peum 369 9 on on IN work_sgdejolmezfsfeseqbroy6peum 369 10 unstructured unstructured JJ work_sgdejolmezfsfeseqbroy6peum 369 11 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 369 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 369 13 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 369 14 II II NNP work_sgdejolmezfsfeseqbroy6peum 369 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 369 16 which which WDT work_sgdejolmezfsfeseqbroy6peum 369 17 are be VBP work_sgdejolmezfsfeseqbroy6peum 369 18 considered consider VBN work_sgdejolmezfsfeseqbroy6peum 369 19 to to TO work_sgdejolmezfsfeseqbroy6peum 369 20 be be VB work_sgdejolmezfsfeseqbroy6peum 369 21 the the DT work_sgdejolmezfsfeseqbroy6peum 369 22 hardest hard JJS work_sgdejolmezfsfeseqbroy6peum 369 23 for for IN work_sgdejolmezfsfeseqbroy6peum 369 24 the the DT work_sgdejolmezfsfeseqbroy6peum 369 25 existing exist VBG work_sgdejolmezfsfeseqbroy6peum 369 26 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 369 27 methods method NNS work_sgdejolmezfsfeseqbroy6peum 369 28 . . . work_sgdejolmezfsfeseqbroy6peum 370 1 For for IN work_sgdejolmezfsfeseqbroy6peum 370 2 real real JJ work_sgdejolmezfsfeseqbroy6peum 370 3 - - HYPH work_sgdejolmezfsfeseqbroy6peum 370 4 life life NN work_sgdejolmezfsfeseqbroy6peum 370 5 like like IN work_sgdejolmezfsfeseqbroy6peum 370 6 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 370 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 370 8 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 370 9 III III NNP work_sgdejolmezfsfeseqbroy6peum 370 10 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 370 11 and and CC work_sgdejolmezfsfeseqbroy6peum 370 12 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 370 13 with with IN work_sgdejolmezfsfeseqbroy6peum 370 14 grid grid NN work_sgdejolmezfsfeseqbroy6peum 370 15 distances distance NNS work_sgdejolmezfsfeseqbroy6peum 370 16 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 370 17 Type Type NNP work_sgdejolmezfsfeseqbroy6peum 370 18 IV IV NNP work_sgdejolmezfsfeseqbroy6peum 370 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 370 20 , , , work_sgdejolmezfsfeseqbroy6peum 370 21 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 370 22 remains remain VBZ work_sgdejolmezfsfeseqbroy6peum 370 23 competitive competitive JJ work_sgdejolmezfsfeseqbroy6peum 370 24 with with IN work_sgdejolmezfsfeseqbroy6peum 370 25 respect respect NN work_sgdejolmezfsfeseqbroy6peum 370 26 to to IN work_sgdejolmezfsfeseqbroy6peum 370 27 the the DT work_sgdejolmezfsfeseqbroy6peum 370 28 best good JJS work_sgdejolmezfsfeseqbroy6peum 370 29 performing perform VBG work_sgdejolmezfsfeseqbroy6peum 370 30 approaches approach NNS work_sgdejolmezfsfeseqbroy6peum 370 31 as as RB work_sgdejolmezfsfeseqbroy6peum 370 32 well well RB work_sgdejolmezfsfeseqbroy6peum 370 33 . . . work_sgdejolmezfsfeseqbroy6peum 371 1 The the DT work_sgdejolmezfsfeseqbroy6peum 371 2 computing computing NN work_sgdejolmezfsfeseqbroy6peum 371 3 time time NN work_sgdejolmezfsfeseqbroy6peum 371 4 needed need VBN work_sgdejolmezfsfeseqbroy6peum 371 5 for for IN work_sgdejolmezfsfeseqbroy6peum 371 6 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 371 7 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 371 8 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 371 9 to to TO work_sgdejolmezfsfeseqbroy6peum 371 10 reach reach VB work_sgdejolmezfsfeseqbroy6peum 371 11 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 371 12 best good JJS work_sgdejolmezfsfeseqbroy6peum 371 13 solution solution NN work_sgdejolmezfsfeseqbroy6peum 371 14 varies varie NNS work_sgdejolmezfsfeseqbroy6peum 371 15 on on IN work_sgdejolmezfsfeseqbroy6peum 371 16 average average JJ work_sgdejolmezfsfeseqbroy6peum 371 17 from from IN work_sgdejolmezfsfeseqbroy6peum 371 18 several several JJ work_sgdejolmezfsfeseqbroy6peum 371 19 seconds second NNS work_sgdejolmezfsfeseqbroy6peum 371 20 to to IN work_sgdejolmezfsfeseqbroy6peum 371 21 about about RB work_sgdejolmezfsfeseqbroy6peum 371 22 one one CD work_sgdejolmezfsfeseqbroy6peum 371 23 hour hour NN work_sgdejolmezfsfeseqbroy6peum 371 24 , , , work_sgdejolmezfsfeseqbroy6peum 371 25 except except IN work_sgdejolmezfsfeseqbroy6peum 371 26 for for IN work_sgdejolmezfsfeseqbroy6peum 371 27 the the DT work_sgdejolmezfsfeseqbroy6peum 371 28 largest large JJS work_sgdejolmezfsfeseqbroy6peum 371 29 problem problem NN work_sgdejolmezfsfeseqbroy6peum 371 30 for for IN work_sgdejolmezfsfeseqbroy6peum 371 31 which which WDT work_sgdejolmezfsfeseqbroy6peum 371 32 7 7 CD work_sgdejolmezfsfeseqbroy6peum 371 33 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 371 34 are be VBP work_sgdejolmezfsfeseqbroy6peum 371 35 needed need VBN work_sgdejolmezfsfeseqbroy6peum 371 36 . . . work_sgdejolmezfsfeseqbroy6peum 372 1 When when WRB work_sgdejolmezfsfeseqbroy6peum 372 2 the the DT work_sgdejolmezfsfeseqbroy6peum 372 3 computing computing NN work_sgdejolmezfsfeseqbroy6peum 372 4 time time NN work_sgdejolmezfsfeseqbroy6peum 372 5 is be VBZ work_sgdejolmezfsfeseqbroy6peum 372 6 limited limit VBN work_sgdejolmezfsfeseqbroy6peum 372 7 to to IN work_sgdejolmezfsfeseqbroy6peum 372 8 30 30 CD work_sgdejolmezfsfeseqbroy6peum 372 9 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 372 10 , , , work_sgdejolmezfsfeseqbroy6peum 372 11 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 372 12 is be VBZ work_sgdejolmezfsfeseqbroy6peum 372 13 still still RB work_sgdejolmezfsfeseqbroy6peum 372 14 able able JJ work_sgdejolmezfsfeseqbroy6peum 372 15 to to TO work_sgdejolmezfsfeseqbroy6peum 372 16 attain attain VB work_sgdejolmezfsfeseqbroy6peum 372 17 the the DT work_sgdejolmezfsfeseqbroy6peum 372 18 best well RBS work_sgdejolmezfsfeseqbroy6peum 372 19 known know VBN work_sgdejolmezfsfeseqbroy6peum 372 20 result result NN work_sgdejolmezfsfeseqbroy6peum 372 21 for for IN work_sgdejolmezfsfeseqbroy6peum 372 22 130 130 CD work_sgdejolmezfsfeseqbroy6peum 372 23 out out IN work_sgdejolmezfsfeseqbroy6peum 372 24 of of IN work_sgdejolmezfsfeseqbroy6peum 372 25 the the DT work_sgdejolmezfsfeseqbroy6peum 372 26 135 135 CD work_sgdejolmezfsfeseqbroy6peum 372 27 benchmark benchmark JJ work_sgdejolmezfsfeseqbroy6peum 372 28 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 372 29 . . . work_sgdejolmezfsfeseqbroy6peum 373 1 Acknowledgment acknowledgment JJ work_sgdejolmezfsfeseqbroy6peum 373 2 We -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 373 3 are be VBP work_sgdejolmezfsfeseqbroy6peum 373 4 grateful grateful JJ work_sgdejolmezfsfeseqbroy6peum 373 5 to to IN work_sgdejolmezfsfeseqbroy6peum 373 6 the the DT work_sgdejolmezfsfeseqbroy6peum 373 7 anonymous anonymous JJ work_sgdejolmezfsfeseqbroy6peum 373 8 referees referee NNS work_sgdejolmezfsfeseqbroy6peum 373 9 for for IN work_sgdejolmezfsfeseqbroy6peum 373 10 valuable valuable JJ work_sgdejolmezfsfeseqbroy6peum 373 11 suggestions suggestion NNS work_sgdejolmezfsfeseqbroy6peum 373 12 and and CC work_sgdejolmezfsfeseqbroy6peum 373 13 com- com- NN work_sgdejolmezfsfeseqbroy6peum 373 14 ments ment NNS work_sgdejolmezfsfeseqbroy6peum 373 15 which which WDT work_sgdejolmezfsfeseqbroy6peum 373 16 helped help VBD work_sgdejolmezfsfeseqbroy6peum 373 17 us -PRON- PRP work_sgdejolmezfsfeseqbroy6peum 373 18 improve improve VB work_sgdejolmezfsfeseqbroy6peum 373 19 the the DT work_sgdejolmezfsfeseqbroy6peum 373 20 paper paper NN work_sgdejolmezfsfeseqbroy6peum 373 21 . . . work_sgdejolmezfsfeseqbroy6peum 374 1 This this DT work_sgdejolmezfsfeseqbroy6peum 374 2 work work NN work_sgdejolmezfsfeseqbroy6peum 374 3 was be VBD work_sgdejolmezfsfeseqbroy6peum 374 4 carried carry VBN work_sgdejolmezfsfeseqbroy6peum 374 5 out out RP work_sgdejolmezfsfeseqbroy6peum 374 6 when when WRB work_sgdejolmezfsfeseqbroy6peum 374 7 the the DT work_sgdejolmezfsfeseqbroy6peum 374 8 first first JJ work_sgdejolmezfsfeseqbroy6peum 374 9 author author NN work_sgdejolmezfsfeseqbroy6peum 374 10 was be VBD work_sgdejolmezfsfeseqbroy6peum 374 11 with with IN work_sgdejolmezfsfeseqbroy6peum 374 12 the the DT work_sgdejolmezfsfeseqbroy6peum 374 13 LERIA leria NN work_sgdejolmezfsfeseqbroy6peum 374 14 , , , work_sgdejolmezfsfeseqbroy6peum 374 15 Université Université NNP work_sgdejolmezfsfeseqbroy6peum 374 16 d’Angers d’Angers NNP work_sgdejolmezfsfeseqbroy6peum 374 17 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 374 18 France France NNP work_sgdejolmezfsfeseqbroy6peum 374 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 374 20 and and CC work_sgdejolmezfsfeseqbroy6peum 374 21 was be VBD work_sgdejolmezfsfeseqbroy6peum 374 22 partially partially RB work_sgdejolmezfsfeseqbroy6peum 374 23 supported support VBN work_sgdejolmezfsfeseqbroy6peum 374 24 by by IN work_sgdejolmezfsfeseqbroy6peum 374 25 the the DT work_sgdejolmezfsfeseqbroy6peum 374 26 Region Region NNP work_sgdejolmezfsfeseqbroy6peum 374 27 of of IN work_sgdejolmezfsfeseqbroy6peum 374 28 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 374 29 Pays Pays NNPS work_sgdejolmezfsfeseqbroy6peum 374 30 de de NNP work_sgdejolmezfsfeseqbroy6peum 374 31 la la NNP work_sgdejolmezfsfeseqbroy6peum 374 32 Loire Loire NNP work_sgdejolmezfsfeseqbroy6peum 374 33 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 374 34 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 374 35 France France NNP work_sgdejolmezfsfeseqbroy6peum 374 36 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 374 37 within within IN work_sgdejolmezfsfeseqbroy6peum 374 38 the the DT work_sgdejolmezfsfeseqbroy6peum 374 39 RADAPOP RADAPOP NNP work_sgdejolmezfsfeseqbroy6peum 374 40 and and CC work_sgdejolmezfsfeseqbroy6peum 374 41 LigeRO LigeRO NNP work_sgdejolmezfsfeseqbroy6peum 374 42 Projects Projects NNPS work_sgdejolmezfsfeseqbroy6peum 374 43 . . . work_sgdejolmezfsfeseqbroy6peum 375 1 References References NNP work_sgdejolmezfsfeseqbroy6peum 375 2 Ahuja Ahuja NNP work_sgdejolmezfsfeseqbroy6peum 375 3 , , , work_sgdejolmezfsfeseqbroy6peum 375 4 R.K. R.K. NNP work_sgdejolmezfsfeseqbroy6peum 375 5 , , , work_sgdejolmezfsfeseqbroy6peum 375 6 Orlin Orlin NNP work_sgdejolmezfsfeseqbroy6peum 375 7 J.B. J.B. NNP work_sgdejolmezfsfeseqbroy6peum 375 8 , , , work_sgdejolmezfsfeseqbroy6peum 375 9 & & CC work_sgdejolmezfsfeseqbroy6peum 375 10 Tiwari Tiwari NNP work_sgdejolmezfsfeseqbroy6peum 375 11 , , , work_sgdejolmezfsfeseqbroy6peum 375 12 A. a. NN work_sgdejolmezfsfeseqbroy6peum 376 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 376 2 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 376 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 376 4 . . . work_sgdejolmezfsfeseqbroy6peum 377 1 A a DT work_sgdejolmezfsfeseqbroy6peum 377 2 greedy greedy JJ work_sgdejolmezfsfeseqbroy6peum 377 3 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 377 4 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 377 5 for for IN work_sgdejolmezfsfeseqbroy6peum 377 6 the the DT work_sgdejolmezfsfeseqbroy6peum 377 7 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 377 8 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 377 9 problem problem NN work_sgdejolmezfsfeseqbroy6peum 377 10 . . . work_sgdejolmezfsfeseqbroy6peum 378 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 378 2 & & CC work_sgdejolmezfsfeseqbroy6peum 378 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 378 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 378 5 , , , work_sgdejolmezfsfeseqbroy6peum 378 6 27(10 27(10 CD work_sgdejolmezfsfeseqbroy6peum 378 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 378 8 , , , work_sgdejolmezfsfeseqbroy6peum 378 9 917–934 917–934 CD work_sgdejolmezfsfeseqbroy6peum 378 10 . . . work_sgdejolmezfsfeseqbroy6peum 379 1 Anstreicher Anstreicher NNP work_sgdejolmezfsfeseqbroy6peum 379 2 , , , work_sgdejolmezfsfeseqbroy6peum 379 3 K. K. NNP work_sgdejolmezfsfeseqbroy6peum 379 4 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 379 5 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 379 6 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 379 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 379 8 . . . work_sgdejolmezfsfeseqbroy6peum 380 1 Recent recent JJ work_sgdejolmezfsfeseqbroy6peum 380 2 advances advance NNS work_sgdejolmezfsfeseqbroy6peum 380 3 in in IN work_sgdejolmezfsfeseqbroy6peum 380 4 the the DT work_sgdejolmezfsfeseqbroy6peum 380 5 solution solution NN work_sgdejolmezfsfeseqbroy6peum 380 6 of of IN work_sgdejolmezfsfeseqbroy6peum 380 7 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 380 8 assign- assign- NN work_sgdejolmezfsfeseqbroy6peum 380 9 ment ment JJ work_sgdejolmezfsfeseqbroy6peum 380 10 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 380 11 . . . work_sgdejolmezfsfeseqbroy6peum 381 1 Mathematical Mathematical NNP work_sgdejolmezfsfeseqbroy6peum 381 2 Programming Programming NNP work_sgdejolmezfsfeseqbroy6peum 381 3 , , , work_sgdejolmezfsfeseqbroy6peum 381 4 Series Series NNP work_sgdejolmezfsfeseqbroy6peum 381 5 B B NNP work_sgdejolmezfsfeseqbroy6peum 381 6 97 97 CD work_sgdejolmezfsfeseqbroy6peum 381 7 , , , work_sgdejolmezfsfeseqbroy6peum 381 8 27–42 27–42 CD work_sgdejolmezfsfeseqbroy6peum 381 9 . . . work_sgdejolmezfsfeseqbroy6peum 382 1 Battiti Battiti NNP work_sgdejolmezfsfeseqbroy6peum 382 2 , , , work_sgdejolmezfsfeseqbroy6peum 382 3 R. R. NNP work_sgdejolmezfsfeseqbroy6peum 382 4 , , , work_sgdejolmezfsfeseqbroy6peum 382 5 & & CC work_sgdejolmezfsfeseqbroy6peum 382 6 Tecchiolli Tecchiolli NNP work_sgdejolmezfsfeseqbroy6peum 382 7 , , , work_sgdejolmezfsfeseqbroy6peum 382 8 G. G. NNP work_sgdejolmezfsfeseqbroy6peum 382 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 382 10 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 382 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 382 12 . . . work_sgdejolmezfsfeseqbroy6peum 383 1 The the DT work_sgdejolmezfsfeseqbroy6peum 383 2 reactive reactive JJ work_sgdejolmezfsfeseqbroy6peum 383 3 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 383 4 search search NN work_sgdejolmezfsfeseqbroy6peum 383 5 . . . work_sgdejolmezfsfeseqbroy6peum 384 1 ORSA ORSA NNP work_sgdejolmezfsfeseqbroy6peum 384 2 Journal Journal NNP work_sgdejolmezfsfeseqbroy6peum 384 3 of of IN work_sgdejolmezfsfeseqbroy6peum 384 4 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 384 5 , , , work_sgdejolmezfsfeseqbroy6peum 384 6 6(2 6(2 NNP work_sgdejolmezfsfeseqbroy6peum 384 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 384 8 , , , work_sgdejolmezfsfeseqbroy6peum 384 9 126–140 126–140 CD work_sgdejolmezfsfeseqbroy6peum 384 10 . . . work_sgdejolmezfsfeseqbroy6peum 385 1 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 385 2 , , , work_sgdejolmezfsfeseqbroy6peum 385 3 U. U. NNP work_sgdejolmezfsfeseqbroy6peum 385 4 , , , work_sgdejolmezfsfeseqbroy6peum 385 5 & & CC work_sgdejolmezfsfeseqbroy6peum 385 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 385 7 , , , work_sgdejolmezfsfeseqbroy6peum 385 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 385 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 385 10 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 385 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 385 12 . . . work_sgdejolmezfsfeseqbroy6peum 386 1 A a DT work_sgdejolmezfsfeseqbroy6peum 386 2 multilevel multilevel JJ work_sgdejolmezfsfeseqbroy6peum 386 3 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 386 4 approach approach NN work_sgdejolmezfsfeseqbroy6peum 386 5 for for IN work_sgdejolmezfsfeseqbroy6peum 386 6 improving improve VBG work_sgdejolmezfsfeseqbroy6peum 386 7 graph graph NN work_sgdejolmezfsfeseqbroy6peum 386 8 k k NNP work_sgdejolmezfsfeseqbroy6peum 386 9 - - HYPH work_sgdejolmezfsfeseqbroy6peum 386 10 partitions partition NNS work_sgdejolmezfsfeseqbroy6peum 386 11 . . . work_sgdejolmezfsfeseqbroy6peum 387 1 IEEE IEEE NNP work_sgdejolmezfsfeseqbroy6peum 387 2 Transactions transaction NNS work_sgdejolmezfsfeseqbroy6peum 387 3 on on IN work_sgdejolmezfsfeseqbroy6peum 387 4 Evolutionary Evolutionary NNP work_sgdejolmezfsfeseqbroy6peum 387 5 Computation Computation NNP work_sgdejolmezfsfeseqbroy6peum 387 6 , , , work_sgdejolmezfsfeseqbroy6peum 387 7 15(5 15(5 CD work_sgdejolmezfsfeseqbroy6peum 387 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 387 9 , , , work_sgdejolmezfsfeseqbroy6peum 387 10 624–642 624–642 CD work_sgdejolmezfsfeseqbroy6peum 387 11 , , , work_sgdejolmezfsfeseqbroy6peum 387 12 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 387 13 . . . work_sgdejolmezfsfeseqbroy6peum 388 1 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 388 2 , , , work_sgdejolmezfsfeseqbroy6peum 388 3 U. U. NNP work_sgdejolmezfsfeseqbroy6peum 388 4 , , , work_sgdejolmezfsfeseqbroy6peum 388 5 & & CC work_sgdejolmezfsfeseqbroy6peum 388 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 388 7 , , , work_sgdejolmezfsfeseqbroy6peum 388 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 388 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 388 10 2013a 2013a CD work_sgdejolmezfsfeseqbroy6peum 388 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 388 12 . . . work_sgdejolmezfsfeseqbroy6peum 389 1 Breakout breakout NN work_sgdejolmezfsfeseqbroy6peum 389 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 389 3 search search NN work_sgdejolmezfsfeseqbroy6peum 389 4 for for IN work_sgdejolmezfsfeseqbroy6peum 389 5 maximum maximum JJ work_sgdejolmezfsfeseqbroy6peum 389 6 clique clique NN work_sgdejolmezfsfeseqbroy6peum 389 7 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 389 8 . . . work_sgdejolmezfsfeseqbroy6peum 390 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 390 2 & & CC work_sgdejolmezfsfeseqbroy6peum 390 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 390 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 390 5 , , , work_sgdejolmezfsfeseqbroy6peum 390 6 40(1 40(1 CD work_sgdejolmezfsfeseqbroy6peum 390 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 390 8 , , , work_sgdejolmezfsfeseqbroy6peum 390 9 192–206 192–206 CD work_sgdejolmezfsfeseqbroy6peum 390 10 . . . work_sgdejolmezfsfeseqbroy6peum 391 1 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 391 2 , , , work_sgdejolmezfsfeseqbroy6peum 391 3 U. U. NNP work_sgdejolmezfsfeseqbroy6peum 391 4 , , , work_sgdejolmezfsfeseqbroy6peum 391 5 & & CC work_sgdejolmezfsfeseqbroy6peum 391 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 391 7 , , , work_sgdejolmezfsfeseqbroy6peum 391 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 391 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 391 10 2013b 2013b CD work_sgdejolmezfsfeseqbroy6peum 391 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 391 12 . . . work_sgdejolmezfsfeseqbroy6peum 392 1 Breakout breakout NN work_sgdejolmezfsfeseqbroy6peum 392 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 392 3 search search NN work_sgdejolmezfsfeseqbroy6peum 392 4 for for IN work_sgdejolmezfsfeseqbroy6peum 392 5 the the DT work_sgdejolmezfsfeseqbroy6peum 392 6 max max NN work_sgdejolmezfsfeseqbroy6peum 392 7 - - HYPH work_sgdejolmezfsfeseqbroy6peum 392 8 cut cut NN work_sgdejolmezfsfeseqbroy6peum 392 9 problem problem NN work_sgdejolmezfsfeseqbroy6peum 392 10 . . . work_sgdejolmezfsfeseqbroy6peum 393 1 Engineering engineering NN work_sgdejolmezfsfeseqbroy6peum 393 2 Applications Applications NNPS work_sgdejolmezfsfeseqbroy6peum 393 3 of of IN work_sgdejolmezfsfeseqbroy6peum 393 4 Artificial Artificial NNP work_sgdejolmezfsfeseqbroy6peum 393 5 Intelligence Intelligence NNP work_sgdejolmezfsfeseqbroy6peum 393 6 , , , work_sgdejolmezfsfeseqbroy6peum 393 7 26(3 26(3 CD work_sgdejolmezfsfeseqbroy6peum 393 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 393 9 , , , work_sgdejolmezfsfeseqbroy6peum 393 10 1162–1173 1162–1173 CD work_sgdejolmezfsfeseqbroy6peum 393 11 . . . work_sgdejolmezfsfeseqbroy6peum 394 1 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 394 2 , , , work_sgdejolmezfsfeseqbroy6peum 394 3 U. U. NNP work_sgdejolmezfsfeseqbroy6peum 394 4 , , , work_sgdejolmezfsfeseqbroy6peum 394 5 & & CC work_sgdejolmezfsfeseqbroy6peum 394 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 394 7 , , , work_sgdejolmezfsfeseqbroy6peum 394 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 394 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 394 10 2013c 2013c CD work_sgdejolmezfsfeseqbroy6peum 394 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 394 12 . . . work_sgdejolmezfsfeseqbroy6peum 395 1 Breakout breakout NN work_sgdejolmezfsfeseqbroy6peum 395 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 395 3 search search NN work_sgdejolmezfsfeseqbroy6peum 395 4 for for IN work_sgdejolmezfsfeseqbroy6peum 395 5 the the DT work_sgdejolmezfsfeseqbroy6peum 395 6 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 395 7 assign- assign- NN work_sgdejolmezfsfeseqbroy6peum 395 8 ment ment JJ work_sgdejolmezfsfeseqbroy6peum 395 9 problem problem NN work_sgdejolmezfsfeseqbroy6peum 395 10 . . . work_sgdejolmezfsfeseqbroy6peum 396 1 Applied Applied NNP work_sgdejolmezfsfeseqbroy6peum 396 2 Mathematics Mathematics NNP work_sgdejolmezfsfeseqbroy6peum 396 3 and and CC work_sgdejolmezfsfeseqbroy6peum 396 4 Computation Computation NNP work_sgdejolmezfsfeseqbroy6peum 396 5 219(9 219(9 CD work_sgdejolmezfsfeseqbroy6peum 396 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 396 7 , , , work_sgdejolmezfsfeseqbroy6peum 396 8 4800 4800 CD work_sgdejolmezfsfeseqbroy6peum 396 9 - - SYM work_sgdejolmezfsfeseqbroy6peum 396 10 4815 4815 CD work_sgdejolmezfsfeseqbroy6peum 396 11 . . . work_sgdejolmezfsfeseqbroy6peum 397 1 Benlic Benlic NNP work_sgdejolmezfsfeseqbroy6peum 397 2 , , , work_sgdejolmezfsfeseqbroy6peum 397 3 U. U. NNP work_sgdejolmezfsfeseqbroy6peum 397 4 , , , work_sgdejolmezfsfeseqbroy6peum 397 5 & & CC work_sgdejolmezfsfeseqbroy6peum 397 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 397 7 , , , work_sgdejolmezfsfeseqbroy6peum 397 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 397 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 397 10 2013d 2013d CD work_sgdejolmezfsfeseqbroy6peum 397 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 397 12 . . . work_sgdejolmezfsfeseqbroy6peum 398 1 Breakout breakout NN work_sgdejolmezfsfeseqbroy6peum 398 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 398 3 search search NN work_sgdejolmezfsfeseqbroy6peum 398 4 for for IN work_sgdejolmezfsfeseqbroy6peum 398 5 the the DT work_sgdejolmezfsfeseqbroy6peum 398 6 vertex vertex NNP work_sgdejolmezfsfeseqbroy6peum 398 7 separator separator NN work_sgdejolmezfsfeseqbroy6peum 398 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 398 9 . . . work_sgdejolmezfsfeseqbroy6peum 399 1 In in IN work_sgdejolmezfsfeseqbroy6peum 399 2 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 399 3 Rossi Rossi NNP work_sgdejolmezfsfeseqbroy6peum 399 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 399 5 Ed Ed NNP work_sgdejolmezfsfeseqbroy6peum 399 6 . . . work_sgdejolmezfsfeseqbroy6peum 399 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 400 1 Proceedings proceeding NNS work_sgdejolmezfsfeseqbroy6peum 400 2 of of IN work_sgdejolmezfsfeseqbroy6peum 400 3 the the DT work_sgdejolmezfsfeseqbroy6peum 400 4 23th 23th JJ work_sgdejolmezfsfeseqbroy6peum 400 5 Intl Intl NNP work_sgdejolmezfsfeseqbroy6peum 400 6 . . . work_sgdejolmezfsfeseqbroy6peum 401 1 Joint Joint NNP work_sgdejolmezfsfeseqbroy6peum 401 2 Conference Conference NNP work_sgdejolmezfsfeseqbroy6peum 401 3 on on IN work_sgdejolmezfsfeseqbroy6peum 401 4 Artificial Artificial NNP work_sgdejolmezfsfeseqbroy6peum 401 5 Intelligence Intelligence NNP work_sgdejolmezfsfeseqbroy6peum 401 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 401 7 IJCAI-13 IJCAI-13 , work_sgdejolmezfsfeseqbroy6peum 401 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 401 9 , , , work_sgdejolmezfsfeseqbroy6peum 401 10 IJCAI IJCAI NNP work_sgdejolmezfsfeseqbroy6peum 401 11 / / SYM work_sgdejolmezfsfeseqbroy6peum 401 12 AAAI AAAI NNP work_sgdejolmezfsfeseqbroy6peum 401 13 Press Press NNP work_sgdejolmezfsfeseqbroy6peum 401 14 , , , work_sgdejolmezfsfeseqbroy6peum 401 15 pages page VBZ work_sgdejolmezfsfeseqbroy6peum 401 16 461–467 461–467 CD work_sgdejolmezfsfeseqbroy6peum 401 17 , , , work_sgdejolmezfsfeseqbroy6peum 401 18 Bei- Bei- NNP work_sgdejolmezfsfeseqbroy6peum 401 19 jing jing NNP work_sgdejolmezfsfeseqbroy6peum 401 20 , , , work_sgdejolmezfsfeseqbroy6peum 401 21 China China NNP work_sgdejolmezfsfeseqbroy6peum 401 22 , , , work_sgdejolmezfsfeseqbroy6peum 401 23 August August NNP work_sgdejolmezfsfeseqbroy6peum 401 24 2013 2013 CD work_sgdejolmezfsfeseqbroy6peum 401 25 . . . work_sgdejolmezfsfeseqbroy6peum 402 1 22 22 CD work_sgdejolmezfsfeseqbroy6peum 402 2 Blum Blum NNP work_sgdejolmezfsfeseqbroy6peum 402 3 , , , work_sgdejolmezfsfeseqbroy6peum 402 4 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 402 5 , , , work_sgdejolmezfsfeseqbroy6peum 402 6 Puchinger Puchinger NNP work_sgdejolmezfsfeseqbroy6peum 402 7 , , , work_sgdejolmezfsfeseqbroy6peum 402 8 J. J. NNP work_sgdejolmezfsfeseqbroy6peum 402 9 , , , work_sgdejolmezfsfeseqbroy6peum 402 10 Raidl Raidl NNP work_sgdejolmezfsfeseqbroy6peum 402 11 , , , work_sgdejolmezfsfeseqbroy6peum 402 12 G.R. G.R. NNP work_sgdejolmezfsfeseqbroy6peum 402 13 , , , work_sgdejolmezfsfeseqbroy6peum 402 14 & & CC work_sgdejolmezfsfeseqbroy6peum 402 15 Roli Roli NNP work_sgdejolmezfsfeseqbroy6peum 402 16 , , , work_sgdejolmezfsfeseqbroy6peum 402 17 A. a. NN work_sgdejolmezfsfeseqbroy6peum 403 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 403 2 2011 2011 CD work_sgdejolmezfsfeseqbroy6peum 403 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 403 4 . . . work_sgdejolmezfsfeseqbroy6peum 404 1 Hybrid hybrid JJ work_sgdejolmezfsfeseqbroy6peum 404 2 metaheuristics metaheuristic NNS work_sgdejolmezfsfeseqbroy6peum 404 3 in in IN work_sgdejolmezfsfeseqbroy6peum 404 4 combinatorial combinatorial JJ work_sgdejolmezfsfeseqbroy6peum 404 5 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 404 6 : : : work_sgdejolmezfsfeseqbroy6peum 404 7 A a DT work_sgdejolmezfsfeseqbroy6peum 404 8 survey survey NN work_sgdejolmezfsfeseqbroy6peum 404 9 . . . work_sgdejolmezfsfeseqbroy6peum 405 1 Applied Applied NNP work_sgdejolmezfsfeseqbroy6peum 405 2 Soft Soft NNP work_sgdejolmezfsfeseqbroy6peum 405 3 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 405 4 11(6 11(6 NN work_sgdejolmezfsfeseqbroy6peum 405 5 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 405 6 , , , work_sgdejolmezfsfeseqbroy6peum 405 7 4135 4135 CD work_sgdejolmezfsfeseqbroy6peum 405 8 – – : work_sgdejolmezfsfeseqbroy6peum 405 9 4151 4151 CD work_sgdejolmezfsfeseqbroy6peum 405 10 . . . work_sgdejolmezfsfeseqbroy6peum 406 1 Boese Boese NNP work_sgdejolmezfsfeseqbroy6peum 406 2 , , , work_sgdejolmezfsfeseqbroy6peum 406 3 K.D. K.D. NNP work_sgdejolmezfsfeseqbroy6peum 407 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 407 2 1995 1995 CD work_sgdejolmezfsfeseqbroy6peum 407 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 407 4 . . . work_sgdejolmezfsfeseqbroy6peum 408 1 Cost cost NN work_sgdejolmezfsfeseqbroy6peum 408 2 versus versus IN work_sgdejolmezfsfeseqbroy6peum 408 3 distance distance NN work_sgdejolmezfsfeseqbroy6peum 408 4 in in IN work_sgdejolmezfsfeseqbroy6peum 408 5 the the DT work_sgdejolmezfsfeseqbroy6peum 408 6 traveling travel VBG work_sgdejolmezfsfeseqbroy6peum 408 7 salesman salesman NN work_sgdejolmezfsfeseqbroy6peum 408 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 408 9 . . . work_sgdejolmezfsfeseqbroy6peum 409 1 Technical Technical NNP work_sgdejolmezfsfeseqbroy6peum 409 2 Report Report NNP work_sgdejolmezfsfeseqbroy6peum 409 3 TR-950018 TR-950018 NNP work_sgdejolmezfsfeseqbroy6peum 409 4 , , , work_sgdejolmezfsfeseqbroy6peum 409 5 UCLA UCLA NNP work_sgdejolmezfsfeseqbroy6peum 409 6 CS CS NNP work_sgdejolmezfsfeseqbroy6peum 409 7 Department Department NNP work_sgdejolmezfsfeseqbroy6peum 409 8 . . . work_sgdejolmezfsfeseqbroy6peum 410 1 Bontouxa Bontouxa NNP work_sgdejolmezfsfeseqbroy6peum 410 2 , , , work_sgdejolmezfsfeseqbroy6peum 410 3 B. B. NNP work_sgdejolmezfsfeseqbroy6peum 410 4 , , , work_sgdejolmezfsfeseqbroy6peum 410 5 Artigues Artigues NNP work_sgdejolmezfsfeseqbroy6peum 410 6 , , , work_sgdejolmezfsfeseqbroy6peum 410 7 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 410 8 , , , work_sgdejolmezfsfeseqbroy6peum 410 9 & & CC work_sgdejolmezfsfeseqbroy6peum 410 10 Feillet Feillet NNP work_sgdejolmezfsfeseqbroy6peum 410 11 , , , work_sgdejolmezfsfeseqbroy6peum 410 12 D. D. NNP work_sgdejolmezfsfeseqbroy6peum 410 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 410 14 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 410 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 410 16 . . . work_sgdejolmezfsfeseqbroy6peum 411 1 A a DT work_sgdejolmezfsfeseqbroy6peum 411 2 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 411 3 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 411 4 with with IN work_sgdejolmezfsfeseqbroy6peum 411 5 a a DT work_sgdejolmezfsfeseqbroy6peum 411 6 large large JJ work_sgdejolmezfsfeseqbroy6peum 411 7 neighborhood neighborhood NN work_sgdejolmezfsfeseqbroy6peum 411 8 crossover crossover NN work_sgdejolmezfsfeseqbroy6peum 411 9 operator operator NN work_sgdejolmezfsfeseqbroy6peum 411 10 for for IN work_sgdejolmezfsfeseqbroy6peum 411 11 the the DT work_sgdejolmezfsfeseqbroy6peum 411 12 generalized generalize VBN work_sgdejolmezfsfeseqbroy6peum 411 13 traveling travel VBG work_sgdejolmezfsfeseqbroy6peum 411 14 salesman salesman NN work_sgdejolmezfsfeseqbroy6peum 411 15 problem problem NN work_sgdejolmezfsfeseqbroy6peum 411 16 . . . work_sgdejolmezfsfeseqbroy6peum 412 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 412 2 & & CC work_sgdejolmezfsfeseqbroy6peum 412 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 412 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 412 5 , , , work_sgdejolmezfsfeseqbroy6peum 412 6 37 37 CD work_sgdejolmezfsfeseqbroy6peum 412 7 , , , work_sgdejolmezfsfeseqbroy6peum 412 8 1844–1852 1844–1852 CD work_sgdejolmezfsfeseqbroy6peum 412 9 . . . work_sgdejolmezfsfeseqbroy6peum 413 1 Burkard Burkard NNP work_sgdejolmezfsfeseqbroy6peum 413 2 , , , work_sgdejolmezfsfeseqbroy6peum 413 3 R.E. R.E. NNP work_sgdejolmezfsfeseqbroy6peum 414 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 414 2 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 414 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 414 4 . . . work_sgdejolmezfsfeseqbroy6peum 415 1 Locations location NNS work_sgdejolmezfsfeseqbroy6peum 415 2 with with IN work_sgdejolmezfsfeseqbroy6peum 415 3 spatial spatial JJ work_sgdejolmezfsfeseqbroy6peum 415 4 interactions interaction NNS work_sgdejolmezfsfeseqbroy6peum 415 5 : : : work_sgdejolmezfsfeseqbroy6peum 415 6 The the DT work_sgdejolmezfsfeseqbroy6peum 415 7 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 415 8 assign- assign- NN work_sgdejolmezfsfeseqbroy6peum 415 9 ment ment JJ work_sgdejolmezfsfeseqbroy6peum 415 10 problem problem NN work_sgdejolmezfsfeseqbroy6peum 415 11 . . . work_sgdejolmezfsfeseqbroy6peum 416 1 In in IN work_sgdejolmezfsfeseqbroy6peum 416 2 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 416 3 Mirchandani Mirchandani NNP work_sgdejolmezfsfeseqbroy6peum 416 4 and and CC work_sgdejolmezfsfeseqbroy6peum 416 5 L. L. NNP work_sgdejolmezfsfeseqbroy6peum 416 6 Francis Francis NNP work_sgdejolmezfsfeseqbroy6peum 416 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 416 8 Eds Eds NNP work_sgdejolmezfsfeseqbroy6peum 416 9 . . . work_sgdejolmezfsfeseqbroy6peum 417 1 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 417 2 , , , work_sgdejolmezfsfeseqbroy6peum 417 3 Discrete Discrete NNP work_sgdejolmezfsfeseqbroy6peum 417 4 Location Location NNP work_sgdejolmezfsfeseqbroy6peum 417 5 Theory Theory NNP work_sgdejolmezfsfeseqbroy6peum 417 6 , , , work_sgdejolmezfsfeseqbroy6peum 417 7 New New NNP work_sgdejolmezfsfeseqbroy6peum 417 8 York York NNP work_sgdejolmezfsfeseqbroy6peum 417 9 . . . work_sgdejolmezfsfeseqbroy6peum 418 1 Cheng Cheng NNP work_sgdejolmezfsfeseqbroy6peum 418 2 , , , work_sgdejolmezfsfeseqbroy6peum 418 3 C.H. C.H. NNP work_sgdejolmezfsfeseqbroy6peum 419 1 Ho Ho NNP work_sgdejolmezfsfeseqbroy6peum 419 2 , , , work_sgdejolmezfsfeseqbroy6peum 419 3 S.C. South Carolina NNP work_sgdejolmezfsfeseqbroy6peum 419 4 , , , work_sgdejolmezfsfeseqbroy6peum 419 5 & & CC work_sgdejolmezfsfeseqbroy6peum 419 6 Kwan Kwan NNP work_sgdejolmezfsfeseqbroy6peum 419 7 , , , work_sgdejolmezfsfeseqbroy6peum 419 8 C.L. C.L. NNP work_sgdejolmezfsfeseqbroy6peum 420 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 420 2 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 420 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 420 4 . . . work_sgdejolmezfsfeseqbroy6peum 421 1 The the DT work_sgdejolmezfsfeseqbroy6peum 421 2 use use NN work_sgdejolmezfsfeseqbroy6peum 421 3 of of IN work_sgdejolmezfsfeseqbroy6peum 421 4 meta meta NN work_sgdejolmezfsfeseqbroy6peum 421 5 - - HYPH work_sgdejolmezfsfeseqbroy6peum 421 6 heuristics heuristics NNP work_sgdejolmezfsfeseqbroy6peum 421 7 for for IN work_sgdejolmezfsfeseqbroy6peum 421 8 airport airport NNP work_sgdejolmezfsfeseqbroy6peum 421 9 gate gate NNP work_sgdejolmezfsfeseqbroy6peum 421 10 assignment assignment NNP work_sgdejolmezfsfeseqbroy6peum 421 11 . . . work_sgdejolmezfsfeseqbroy6peum 422 1 Expert expert NN work_sgdejolmezfsfeseqbroy6peum 422 2 Systems system NNS work_sgdejolmezfsfeseqbroy6peum 422 3 with with IN work_sgdejolmezfsfeseqbroy6peum 422 4 Applications Applications NNPS work_sgdejolmezfsfeseqbroy6peum 422 5 , , , work_sgdejolmezfsfeseqbroy6peum 422 6 39(16 39(16 CD work_sgdejolmezfsfeseqbroy6peum 422 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 422 8 , , , work_sgdejolmezfsfeseqbroy6peum 422 9 12430 12430 CD work_sgdejolmezfsfeseqbroy6peum 422 10 – – : work_sgdejolmezfsfeseqbroy6peum 422 11 12437 12437 CD work_sgdejolmezfsfeseqbroy6peum 422 12 . . . work_sgdejolmezfsfeseqbroy6peum 423 1 Dorne Dorne NNP work_sgdejolmezfsfeseqbroy6peum 423 2 , , , work_sgdejolmezfsfeseqbroy6peum 423 3 R. R. NNP work_sgdejolmezfsfeseqbroy6peum 423 4 , , , work_sgdejolmezfsfeseqbroy6peum 423 5 & & CC work_sgdejolmezfsfeseqbroy6peum 423 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 423 7 , , , work_sgdejolmezfsfeseqbroy6peum 423 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 423 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 423 10 1998 1998 CD work_sgdejolmezfsfeseqbroy6peum 423 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 423 12 . . . work_sgdejolmezfsfeseqbroy6peum 424 1 A a DT work_sgdejolmezfsfeseqbroy6peum 424 2 New New NNP work_sgdejolmezfsfeseqbroy6peum 424 3 Genetic Genetic NNP work_sgdejolmezfsfeseqbroy6peum 424 4 Local Local NNP work_sgdejolmezfsfeseqbroy6peum 424 5 Search Search NNP work_sgdejolmezfsfeseqbroy6peum 424 6 Algorithm Algorithm NNP work_sgdejolmezfsfeseqbroy6peum 424 7 for for IN work_sgdejolmezfsfeseqbroy6peum 424 8 Graph Graph NNP work_sgdejolmezfsfeseqbroy6peum 424 9 Coloring Coloring NNP work_sgdejolmezfsfeseqbroy6peum 424 10 . . . work_sgdejolmezfsfeseqbroy6peum 425 1 In in IN work_sgdejolmezfsfeseqbroy6peum 425 2 A. a. NN work_sgdejolmezfsfeseqbroy6peum 425 3 E. E. NNP work_sgdejolmezfsfeseqbroy6peum 425 4 Eiben Eiben NNP work_sgdejolmezfsfeseqbroy6peum 425 5 , , , work_sgdejolmezfsfeseqbroy6peum 425 6 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 425 7 Bck Bck NNP work_sgdejolmezfsfeseqbroy6peum 425 8 , , , work_sgdejolmezfsfeseqbroy6peum 425 9 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 425 10 Schoenauer Schoenauer NNP work_sgdejolmezfsfeseqbroy6peum 425 11 , , , work_sgdejolmezfsfeseqbroy6peum 425 12 H.P. H.P. NNP work_sgdejolmezfsfeseqbroy6peum 426 1 Schwefel Schwefel NNP work_sgdejolmezfsfeseqbroy6peum 426 2 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 426 3 Eds Eds NNP work_sgdejolmezfsfeseqbroy6peum 426 4 . . . work_sgdejolmezfsfeseqbroy6peum 427 1 ): ): NN work_sgdejolmezfsfeseqbroy6peum 427 2 PPSN PPSN NNP work_sgdejolmezfsfeseqbroy6peum 427 3 1998 1998 CD work_sgdejolmezfsfeseqbroy6peum 427 4 , , , work_sgdejolmezfsfeseqbroy6peum 427 5 Lecture Lecture NNP work_sgdejolmezfsfeseqbroy6peum 427 6 Notes Notes NNPS work_sgdejolmezfsfeseqbroy6peum 427 7 in in IN work_sgdejolmezfsfeseqbroy6peum 427 8 Computer Computer NNP work_sgdejolmezfsfeseqbroy6peum 427 9 Science Science NNP work_sgdejolmezfsfeseqbroy6peum 427 10 , , , work_sgdejolmezfsfeseqbroy6peum 427 11 1498 1498 CD work_sgdejolmezfsfeseqbroy6peum 427 12 745–754 745–754 CD work_sgdejolmezfsfeseqbroy6peum 427 13 . . . work_sgdejolmezfsfeseqbroy6peum 428 1 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 428 2 , , , work_sgdejolmezfsfeseqbroy6peum 428 3 Z. Z. NNP work_sgdejolmezfsfeseqbroy6peum 429 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 429 2 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 429 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 429 4 . . . work_sgdejolmezfsfeseqbroy6peum 430 1 A a DT work_sgdejolmezfsfeseqbroy6peum 430 2 new new JJ work_sgdejolmezfsfeseqbroy6peum 430 3 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 430 4 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 430 5 for for IN work_sgdejolmezfsfeseqbroy6peum 430 6 the the DT work_sgdejolmezfsfeseqbroy6peum 430 7 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 430 8 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 430 9 prob- prob- JJ work_sgdejolmezfsfeseqbroy6peum 430 10 lem lem NNP work_sgdejolmezfsfeseqbroy6peum 430 11 . . . work_sgdejolmezfsfeseqbroy6peum 431 1 INFORMS INFORMS NNP work_sgdejolmezfsfeseqbroy6peum 431 2 Journal Journal NNP work_sgdejolmezfsfeseqbroy6peum 431 3 on on IN work_sgdejolmezfsfeseqbroy6peum 431 4 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 431 5 , , , work_sgdejolmezfsfeseqbroy6peum 431 6 15(3 15(3 CD work_sgdejolmezfsfeseqbroy6peum 431 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 431 8 , , , work_sgdejolmezfsfeseqbroy6peum 431 9 320–330 320–330 CD work_sgdejolmezfsfeseqbroy6peum 431 10 . . . work_sgdejolmezfsfeseqbroy6peum 432 1 Drezner Drezner NNP work_sgdejolmezfsfeseqbroy6peum 432 2 , , , work_sgdejolmezfsfeseqbroy6peum 432 3 Z. Z. NNP work_sgdejolmezfsfeseqbroy6peum 433 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 433 2 2008 2008 CD work_sgdejolmezfsfeseqbroy6peum 433 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 433 4 . . . work_sgdejolmezfsfeseqbroy6peum 434 1 Extensive extensive JJ work_sgdejolmezfsfeseqbroy6peum 434 2 experiments experiment NNS work_sgdejolmezfsfeseqbroy6peum 434 3 with with IN work_sgdejolmezfsfeseqbroy6peum 434 4 hybrid hybrid JJ work_sgdejolmezfsfeseqbroy6peum 434 5 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 434 6 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 434 7 for for IN work_sgdejolmezfsfeseqbroy6peum 434 8 the the DT work_sgdejolmezfsfeseqbroy6peum 434 9 solution solution NN work_sgdejolmezfsfeseqbroy6peum 434 10 of of IN work_sgdejolmezfsfeseqbroy6peum 434 11 the the DT work_sgdejolmezfsfeseqbroy6peum 434 12 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 434 13 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 434 14 problem problem NN work_sgdejolmezfsfeseqbroy6peum 434 15 . . . work_sgdejolmezfsfeseqbroy6peum 435 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 435 2 & & CC work_sgdejolmezfsfeseqbroy6peum 435 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 435 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 435 5 , , , work_sgdejolmezfsfeseqbroy6peum 435 6 35(3 35(3 JJ work_sgdejolmezfsfeseqbroy6peum 435 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 435 8 , , , work_sgdejolmezfsfeseqbroy6peum 435 9 717–736 717–736 CD work_sgdejolmezfsfeseqbroy6peum 435 10 . . . work_sgdejolmezfsfeseqbroy6peum 436 1 Duman Duman NNP work_sgdejolmezfsfeseqbroy6peum 436 2 , , , work_sgdejolmezfsfeseqbroy6peum 436 3 E. E. NNP work_sgdejolmezfsfeseqbroy6peum 436 4 , , , work_sgdejolmezfsfeseqbroy6peum 436 5 & & CC work_sgdejolmezfsfeseqbroy6peum 436 6 Or or CC work_sgdejolmezfsfeseqbroy6peum 436 7 , , , work_sgdejolmezfsfeseqbroy6peum 436 8 I. I. NNP work_sgdejolmezfsfeseqbroy6peum 437 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 437 2 2007 2007 CD work_sgdejolmezfsfeseqbroy6peum 437 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 437 4 . . . work_sgdejolmezfsfeseqbroy6peum 438 1 The the DT work_sgdejolmezfsfeseqbroy6peum 438 2 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 438 3 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 438 4 problem problem NN work_sgdejolmezfsfeseqbroy6peum 438 5 in in IN work_sgdejolmezfsfeseqbroy6peum 438 6 the the DT work_sgdejolmezfsfeseqbroy6peum 438 7 con- con- NN work_sgdejolmezfsfeseqbroy6peum 438 8 text text NN work_sgdejolmezfsfeseqbroy6peum 438 9 of of IN work_sgdejolmezfsfeseqbroy6peum 438 10 the the DT work_sgdejolmezfsfeseqbroy6peum 438 11 printed printed NNP work_sgdejolmezfsfeseqbroy6peum 438 12 circuit circuit NNP work_sgdejolmezfsfeseqbroy6peum 438 13 board board NNP work_sgdejolmezfsfeseqbroy6peum 438 14 assembly assembly NN work_sgdejolmezfsfeseqbroy6peum 438 15 process process NN work_sgdejolmezfsfeseqbroy6peum 438 16 . . . work_sgdejolmezfsfeseqbroy6peum 439 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 439 2 & & CC work_sgdejolmezfsfeseqbroy6peum 439 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 439 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 439 5 , , , work_sgdejolmezfsfeseqbroy6peum 439 6 34(1 34(1 CD work_sgdejolmezfsfeseqbroy6peum 439 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 439 8 , , , work_sgdejolmezfsfeseqbroy6peum 439 9 163–179 163–179 CD work_sgdejolmezfsfeseqbroy6peum 439 10 . . . work_sgdejolmezfsfeseqbroy6peum 440 1 Eshelman Eshelman NNP work_sgdejolmezfsfeseqbroy6peum 440 2 , , , work_sgdejolmezfsfeseqbroy6peum 440 3 L.J. L.J. NNP work_sgdejolmezfsfeseqbroy6peum 441 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 441 2 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 441 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 441 4 . . . work_sgdejolmezfsfeseqbroy6peum 442 1 The the DT work_sgdejolmezfsfeseqbroy6peum 442 2 CHC CHC NNP work_sgdejolmezfsfeseqbroy6peum 442 3 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 442 4 search search NN work_sgdejolmezfsfeseqbroy6peum 442 5 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 442 6 : : : work_sgdejolmezfsfeseqbroy6peum 442 7 How how WRB work_sgdejolmezfsfeseqbroy6peum 442 8 to to TO work_sgdejolmezfsfeseqbroy6peum 442 9 have have VB work_sgdejolmezfsfeseqbroy6peum 442 10 safe safe JJ work_sgdejolmezfsfeseqbroy6peum 442 11 search search NN work_sgdejolmezfsfeseqbroy6peum 442 12 when when WRB work_sgdejolmezfsfeseqbroy6peum 442 13 engaging engage VBG work_sgdejolmezfsfeseqbroy6peum 442 14 in in IN work_sgdejolmezfsfeseqbroy6peum 442 15 nontraditional nontraditional JJ work_sgdejolmezfsfeseqbroy6peum 442 16 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 442 17 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 442 18 . . . work_sgdejolmezfsfeseqbroy6peum 443 1 Proceedings proceeding NNS work_sgdejolmezfsfeseqbroy6peum 443 2 of of IN work_sgdejolmezfsfeseqbroy6peum 443 3 the the DT work_sgdejolmezfsfeseqbroy6peum 443 4 First First NNP work_sgdejolmezfsfeseqbroy6peum 443 5 Workshop Workshop NNP work_sgdejolmezfsfeseqbroy6peum 443 6 on on IN work_sgdejolmezfsfeseqbroy6peum 443 7 Foundations Foundations NNPS work_sgdejolmezfsfeseqbroy6peum 443 8 of of IN work_sgdejolmezfsfeseqbroy6peum 443 9 Genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 443 10 Algorithms Algorithms NNP work_sgdejolmezfsfeseqbroy6peum 443 11 , , , work_sgdejolmezfsfeseqbroy6peum 443 12 pages page VBZ work_sgdejolmezfsfeseqbroy6peum 443 13 265–283 265–283 CD work_sgdejolmezfsfeseqbroy6peum 443 14 , , , work_sgdejolmezfsfeseqbroy6peum 443 15 Morgan Morgan NNP work_sgdejolmezfsfeseqbroy6peum 443 16 Kaufmann Kaufmann NNP work_sgdejolmezfsfeseqbroy6peum 443 17 . . . work_sgdejolmezfsfeseqbroy6peum 444 1 Fleurent Fleurent NNP work_sgdejolmezfsfeseqbroy6peum 444 2 , , , work_sgdejolmezfsfeseqbroy6peum 444 3 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 444 4 , , , work_sgdejolmezfsfeseqbroy6peum 444 5 & & CC work_sgdejolmezfsfeseqbroy6peum 444 6 Ferland Ferland NNP work_sgdejolmezfsfeseqbroy6peum 444 7 , , , work_sgdejolmezfsfeseqbroy6peum 444 8 J.A. J.A. NNP work_sgdejolmezfsfeseqbroy6peum 445 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 445 2 1993 1993 CD work_sgdejolmezfsfeseqbroy6peum 445 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 445 4 . . . work_sgdejolmezfsfeseqbroy6peum 446 1 Genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 446 2 hybrids hybrid NNS work_sgdejolmezfsfeseqbroy6peum 446 3 for for IN work_sgdejolmezfsfeseqbroy6peum 446 4 the the DT work_sgdejolmezfsfeseqbroy6peum 446 5 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 446 6 assign- assign- NN work_sgdejolmezfsfeseqbroy6peum 446 7 ment ment JJ work_sgdejolmezfsfeseqbroy6peum 446 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 446 9 . . . work_sgdejolmezfsfeseqbroy6peum 447 1 DIMACS DIMACS NNP work_sgdejolmezfsfeseqbroy6peum 447 2 Series Series NNP work_sgdejolmezfsfeseqbroy6peum 447 3 in in IN work_sgdejolmezfsfeseqbroy6peum 447 4 Mathematics Mathematics NNP work_sgdejolmezfsfeseqbroy6peum 447 5 and and CC work_sgdejolmezfsfeseqbroy6peum 447 6 Theoretical Theoretical NNP work_sgdejolmezfsfeseqbroy6peum 447 7 Computer Computer NNP work_sgdejolmezfsfeseqbroy6peum 447 8 Science Science NNP work_sgdejolmezfsfeseqbroy6peum 447 9 , , , work_sgdejolmezfsfeseqbroy6peum 447 10 173–187 173–187 CD work_sgdejolmezfsfeseqbroy6peum 447 11 . . . work_sgdejolmezfsfeseqbroy6peum 448 1 Garey Garey NNP work_sgdejolmezfsfeseqbroy6peum 448 2 . . . work_sgdejolmezfsfeseqbroy6peum 449 1 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 449 2 , , , work_sgdejolmezfsfeseqbroy6peum 449 3 & & CC work_sgdejolmezfsfeseqbroy6peum 449 4 Johnson Johnson NNP work_sgdejolmezfsfeseqbroy6peum 449 5 , , , work_sgdejolmezfsfeseqbroy6peum 449 6 D. D. NNP work_sgdejolmezfsfeseqbroy6peum 449 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 449 8 1979 1979 CD work_sgdejolmezfsfeseqbroy6peum 449 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 449 10 . . . work_sgdejolmezfsfeseqbroy6peum 450 1 Computers computer NNS work_sgdejolmezfsfeseqbroy6peum 450 2 and and CC work_sgdejolmezfsfeseqbroy6peum 450 3 Intractability intractability NN work_sgdejolmezfsfeseqbroy6peum 450 4 . . . work_sgdejolmezfsfeseqbroy6peum 451 1 Freeman Freeman NNP work_sgdejolmezfsfeseqbroy6peum 451 2 . . . work_sgdejolmezfsfeseqbroy6peum 452 1 N.Y N.Y NNP work_sgdejolmezfsfeseqbroy6peum 452 2 .. .. . work_sgdejolmezfsfeseqbroy6peum 452 3 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 452 4 , , , work_sgdejolmezfsfeseqbroy6peum 452 5 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 452 6 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 452 7 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 452 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 452 9 . . . work_sgdejolmezfsfeseqbroy6peum 453 1 Memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 453 2 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 453 3 in in IN work_sgdejolmezfsfeseqbroy6peum 453 4 discrete discrete JJ work_sgdejolmezfsfeseqbroy6peum 453 5 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 453 6 . . . work_sgdejolmezfsfeseqbroy6peum 454 1 In in IN work_sgdejolmezfsfeseqbroy6peum 454 2 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 454 3 Neri Neri NNP work_sgdejolmezfsfeseqbroy6peum 454 4 , , , work_sgdejolmezfsfeseqbroy6peum 454 5 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 454 6 Cotta Cotta NNP work_sgdejolmezfsfeseqbroy6peum 454 7 and and CC work_sgdejolmezfsfeseqbroy6peum 454 8 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 454 9 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 454 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 454 11 Eds Eds NNP work_sgdejolmezfsfeseqbroy6peum 454 12 . . . work_sgdejolmezfsfeseqbroy6peum 454 13 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 455 1 Handbook Handbook NNP work_sgdejolmezfsfeseqbroy6peum 455 2 of of IN work_sgdejolmezfsfeseqbroy6peum 455 3 Memetic Memetic NNP work_sgdejolmezfsfeseqbroy6peum 455 4 Algorithms Algorithms NNP work_sgdejolmezfsfeseqbroy6peum 455 5 . . . work_sgdejolmezfsfeseqbroy6peum 456 1 Studies study NNS work_sgdejolmezfsfeseqbroy6peum 456 2 in in IN work_sgdejolmezfsfeseqbroy6peum 456 3 Computational Computational NNP work_sgdejolmezfsfeseqbroy6peum 456 4 Intelligence Intelligence NNP work_sgdejolmezfsfeseqbroy6peum 456 5 379 379 CD work_sgdejolmezfsfeseqbroy6peum 456 6 , , , work_sgdejolmezfsfeseqbroy6peum 456 7 Chapter chapter NN work_sgdejolmezfsfeseqbroy6peum 456 8 6 6 CD work_sgdejolmezfsfeseqbroy6peum 456 9 , , , work_sgdejolmezfsfeseqbroy6peum 456 10 pages page NNS work_sgdejolmezfsfeseqbroy6peum 456 11 73–94 73–94 CD work_sgdejolmezfsfeseqbroy6peum 456 12 . . . work_sgdejolmezfsfeseqbroy6peum 457 1 Hart Hart NNP work_sgdejolmezfsfeseqbroy6peum 457 2 , , , work_sgdejolmezfsfeseqbroy6peum 457 3 W.E. W.E. NNP work_sgdejolmezfsfeseqbroy6peum 457 4 , , , work_sgdejolmezfsfeseqbroy6peum 457 5 Krasnogor Krasnogor NNP work_sgdejolmezfsfeseqbroy6peum 457 6 , , , work_sgdejolmezfsfeseqbroy6peum 457 7 N. N. NNP work_sgdejolmezfsfeseqbroy6peum 457 8 , , , work_sgdejolmezfsfeseqbroy6peum 457 9 & & CC work_sgdejolmezfsfeseqbroy6peum 457 10 Smith Smith NNP work_sgdejolmezfsfeseqbroy6peum 457 11 , , , work_sgdejolmezfsfeseqbroy6peum 457 12 J.E. J.E. NNP work_sgdejolmezfsfeseqbroy6peum 458 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 458 2 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 458 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 458 4 . . . work_sgdejolmezfsfeseqbroy6peum 459 1 Recent recent JJ work_sgdejolmezfsfeseqbroy6peum 459 2 advances advance NNS work_sgdejolmezfsfeseqbroy6peum 459 3 in in IN work_sgdejolmezfsfeseqbroy6peum 459 4 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 459 5 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 459 6 . . . work_sgdejolmezfsfeseqbroy6peum 460 1 Studies study NNS work_sgdejolmezfsfeseqbroy6peum 460 2 in in IN work_sgdejolmezfsfeseqbroy6peum 460 3 Fuzziness Fuzziness NNP work_sgdejolmezfsfeseqbroy6peum 460 4 and and CC work_sgdejolmezfsfeseqbroy6peum 460 5 Soft Soft NNP work_sgdejolmezfsfeseqbroy6peum 460 6 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 460 7 166 166 CD work_sgdejolmezfsfeseqbroy6peum 460 8 , , , work_sgdejolmezfsfeseqbroy6peum 460 9 Springer Springer NNP work_sgdejolmezfsfeseqbroy6peum 460 10 . . . work_sgdejolmezfsfeseqbroy6peum 461 1 23 23 CD work_sgdejolmezfsfeseqbroy6peum 461 2 Hassin Hassin NNP work_sgdejolmezfsfeseqbroy6peum 461 3 , , , work_sgdejolmezfsfeseqbroy6peum 461 4 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 461 5 , , , work_sgdejolmezfsfeseqbroy6peum 461 6 Levin Levin NNP work_sgdejolmezfsfeseqbroy6peum 461 7 , , , work_sgdejolmezfsfeseqbroy6peum 461 8 A. a. NN work_sgdejolmezfsfeseqbroy6peum 461 9 , , , work_sgdejolmezfsfeseqbroy6peum 461 10 & & CC work_sgdejolmezfsfeseqbroy6peum 461 11 Sviridenko Sviridenko NNP work_sgdejolmezfsfeseqbroy6peum 461 12 , , , work_sgdejolmezfsfeseqbroy6peum 461 13 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 461 14 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 461 15 2009 2009 CD work_sgdejolmezfsfeseqbroy6peum 461 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 461 17 . . . work_sgdejolmezfsfeseqbroy6peum 462 1 Approximating approximate VBG work_sgdejolmezfsfeseqbroy6peum 462 2 the the DT work_sgdejolmezfsfeseqbroy6peum 462 3 minimum minimum JJ work_sgdejolmezfsfeseqbroy6peum 462 4 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 462 5 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 462 6 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 462 7 . . . work_sgdejolmezfsfeseqbroy6peum 463 1 ACM ACM NNP work_sgdejolmezfsfeseqbroy6peum 463 2 Transactions Transactions NNPS work_sgdejolmezfsfeseqbroy6peum 463 3 on on IN work_sgdejolmezfsfeseqbroy6peum 463 4 Algorithms Algorithms NNP work_sgdejolmezfsfeseqbroy6peum 463 5 , , , work_sgdejolmezfsfeseqbroy6peum 463 6 6(1 6(1 NNP work_sgdejolmezfsfeseqbroy6peum 463 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 463 8 , , , work_sgdejolmezfsfeseqbroy6peum 463 9 ar- ar- CC work_sgdejolmezfsfeseqbroy6peum 463 10 ticle ticle NN work_sgdejolmezfsfeseqbroy6peum 463 11 number number NN work_sgdejolmezfsfeseqbroy6peum 463 12 18 18 CD work_sgdejolmezfsfeseqbroy6peum 463 13 . . . work_sgdejolmezfsfeseqbroy6peum 464 1 James James NNP work_sgdejolmezfsfeseqbroy6peum 464 2 , , , work_sgdejolmezfsfeseqbroy6peum 464 3 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 464 4 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 464 5 , , , work_sgdejolmezfsfeseqbroy6peum 464 6 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 464 7 , , , work_sgdejolmezfsfeseqbroy6peum 464 8 & & CC work_sgdejolmezfsfeseqbroy6peum 464 9 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 464 10 , , , work_sgdejolmezfsfeseqbroy6peum 464 11 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 464 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 464 13 2009a 2009a CD work_sgdejolmezfsfeseqbroy6peum 464 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 464 15 . . . work_sgdejolmezfsfeseqbroy6peum 465 1 A a DT work_sgdejolmezfsfeseqbroy6peum 465 2 cooperative cooperative JJ work_sgdejolmezfsfeseqbroy6peum 465 3 parallel parallel JJ work_sgdejolmezfsfeseqbroy6peum 465 4 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 465 5 search search NN work_sgdejolmezfsfeseqbroy6peum 465 6 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 465 7 for for IN work_sgdejolmezfsfeseqbroy6peum 465 8 the the DT work_sgdejolmezfsfeseqbroy6peum 465 9 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 465 10 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 465 11 problem problem NN work_sgdejolmezfsfeseqbroy6peum 465 12 . . . work_sgdejolmezfsfeseqbroy6peum 466 1 European European NNP work_sgdejolmezfsfeseqbroy6peum 466 2 Journal Journal NNP work_sgdejolmezfsfeseqbroy6peum 466 3 of of IN work_sgdejolmezfsfeseqbroy6peum 466 4 Oper- Oper- NNP work_sgdejolmezfsfeseqbroy6peum 466 5 ational ational NNP work_sgdejolmezfsfeseqbroy6peum 466 6 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 466 7 , , , work_sgdejolmezfsfeseqbroy6peum 466 8 195(3 195(3 CD work_sgdejolmezfsfeseqbroy6peum 466 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 466 10 , , , work_sgdejolmezfsfeseqbroy6peum 466 11 810–826 810–826 CD work_sgdejolmezfsfeseqbroy6peum 466 12 . . . work_sgdejolmezfsfeseqbroy6peum 467 1 James James NNP work_sgdejolmezfsfeseqbroy6peum 467 2 , , , work_sgdejolmezfsfeseqbroy6peum 467 3 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 467 4 Rego Rego NNP work_sgdejolmezfsfeseqbroy6peum 467 5 , , , work_sgdejolmezfsfeseqbroy6peum 467 6 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 467 7 , , , work_sgdejolmezfsfeseqbroy6peum 467 8 & & CC work_sgdejolmezfsfeseqbroy6peum 467 9 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 467 10 , , , work_sgdejolmezfsfeseqbroy6peum 467 11 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 467 12 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 467 13 2009b 2009b CD work_sgdejolmezfsfeseqbroy6peum 467 14 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 467 15 . . . work_sgdejolmezfsfeseqbroy6peum 468 1 Multistart multistart JJ work_sgdejolmezfsfeseqbroy6peum 468 2 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 468 3 search search NN work_sgdejolmezfsfeseqbroy6peum 468 4 and and CC work_sgdejolmezfsfeseqbroy6peum 468 5 diversi- diversi- VBD work_sgdejolmezfsfeseqbroy6peum 468 6 fication fication NN work_sgdejolmezfsfeseqbroy6peum 468 7 strategies strategy NNS work_sgdejolmezfsfeseqbroy6peum 468 8 for for IN work_sgdejolmezfsfeseqbroy6peum 468 9 the the DT work_sgdejolmezfsfeseqbroy6peum 468 10 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 468 11 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 468 12 problem problem NN work_sgdejolmezfsfeseqbroy6peum 468 13 . . . work_sgdejolmezfsfeseqbroy6peum 469 1 IEEE IEEE NNP work_sgdejolmezfsfeseqbroy6peum 469 2 Transactions transaction NNS work_sgdejolmezfsfeseqbroy6peum 469 3 on on IN work_sgdejolmezfsfeseqbroy6peum 469 4 Systems Systems NNPS work_sgdejolmezfsfeseqbroy6peum 469 5 , , , work_sgdejolmezfsfeseqbroy6peum 469 6 Man Man NNP work_sgdejolmezfsfeseqbroy6peum 469 7 , , , work_sgdejolmezfsfeseqbroy6peum 469 8 and and CC work_sgdejolmezfsfeseqbroy6peum 469 9 Cybernetics Cybernetics NNP work_sgdejolmezfsfeseqbroy6peum 469 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 469 11 Part Part NNP work_sgdejolmezfsfeseqbroy6peum 469 12 A a NN work_sgdejolmezfsfeseqbroy6peum 469 13 : : : work_sgdejolmezfsfeseqbroy6peum 469 14 Systems system NNS work_sgdejolmezfsfeseqbroy6peum 469 15 and and CC work_sgdejolmezfsfeseqbroy6peum 469 16 Humans Humans NNPS work_sgdejolmezfsfeseqbroy6peum 469 17 , , , work_sgdejolmezfsfeseqbroy6peum 469 18 39(3 39(3 CD work_sgdejolmezfsfeseqbroy6peum 469 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 469 20 , , , work_sgdejolmezfsfeseqbroy6peum 469 21 579–596 579–596 CD work_sgdejolmezfsfeseqbroy6peum 469 22 . . . work_sgdejolmezfsfeseqbroy6peum 470 1 Jones Jones NNP work_sgdejolmezfsfeseqbroy6peum 470 2 , , , work_sgdejolmezfsfeseqbroy6peum 470 3 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 470 4 , , , work_sgdejolmezfsfeseqbroy6peum 470 5 & & CC work_sgdejolmezfsfeseqbroy6peum 470 6 S. S. NNP work_sgdejolmezfsfeseqbroy6peum 470 7 Forrest Forrest NNP work_sgdejolmezfsfeseqbroy6peum 470 8 , , , work_sgdejolmezfsfeseqbroy6peum 470 9 S. S. NNP work_sgdejolmezfsfeseqbroy6peum 470 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 470 11 1995 1995 CD work_sgdejolmezfsfeseqbroy6peum 470 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 470 13 . . . work_sgdejolmezfsfeseqbroy6peum 471 1 Fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 471 2 distance distance NN work_sgdejolmezfsfeseqbroy6peum 471 3 correlation correlation NN work_sgdejolmezfsfeseqbroy6peum 471 4 as as IN work_sgdejolmezfsfeseqbroy6peum 471 5 a a DT work_sgdejolmezfsfeseqbroy6peum 471 6 measure measure NN work_sgdejolmezfsfeseqbroy6peum 471 7 of of IN work_sgdejolmezfsfeseqbroy6peum 471 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 471 9 difficulty difficulty NN work_sgdejolmezfsfeseqbroy6peum 471 10 for for IN work_sgdejolmezfsfeseqbroy6peum 471 11 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 471 12 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 471 13 . . . work_sgdejolmezfsfeseqbroy6peum 472 1 Proceedings proceeding NNS work_sgdejolmezfsfeseqbroy6peum 472 2 of of IN work_sgdejolmezfsfeseqbroy6peum 472 3 the the DT work_sgdejolmezfsfeseqbroy6peum 472 4 6th 6th JJ work_sgdejolmezfsfeseqbroy6peum 472 5 International International NNP work_sgdejolmezfsfeseqbroy6peum 472 6 Conference Conference NNP work_sgdejolmezfsfeseqbroy6peum 472 7 on on IN work_sgdejolmezfsfeseqbroy6peum 472 8 Genetic Genetic NNP work_sgdejolmezfsfeseqbroy6peum 472 9 Algorithms Algorithms NNP work_sgdejolmezfsfeseqbroy6peum 472 10 , , , work_sgdejolmezfsfeseqbroy6peum 472 11 Morgan Morgan NNP work_sgdejolmezfsfeseqbroy6peum 472 12 Kaufmann Kaufmann NNP work_sgdejolmezfsfeseqbroy6peum 472 13 , , , work_sgdejolmezfsfeseqbroy6peum 472 14 184–192 184–192 CD work_sgdejolmezfsfeseqbroy6peum 472 15 . . . work_sgdejolmezfsfeseqbroy6peum 473 1 Kelly Kelly NNP work_sgdejolmezfsfeseqbroy6peum 473 2 , , , work_sgdejolmezfsfeseqbroy6peum 473 3 J.P. J.P. NNP work_sgdejolmezfsfeseqbroy6peum 473 4 , , , work_sgdejolmezfsfeseqbroy6peum 473 5 Laguna Laguna NNP work_sgdejolmezfsfeseqbroy6peum 473 6 , , , work_sgdejolmezfsfeseqbroy6peum 473 7 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 473 8 , , , work_sgdejolmezfsfeseqbroy6peum 473 9 & & CC work_sgdejolmezfsfeseqbroy6peum 473 10 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 473 11 , , , work_sgdejolmezfsfeseqbroy6peum 473 12 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 473 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 473 14 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 473 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 473 16 . . . work_sgdejolmezfsfeseqbroy6peum 474 1 A a DT work_sgdejolmezfsfeseqbroy6peum 474 2 study study NN work_sgdejolmezfsfeseqbroy6peum 474 3 of of IN work_sgdejolmezfsfeseqbroy6peum 474 4 diversification diversification NN work_sgdejolmezfsfeseqbroy6peum 474 5 strategies strategy NNS work_sgdejolmezfsfeseqbroy6peum 474 6 for for IN work_sgdejolmezfsfeseqbroy6peum 474 7 the the DT work_sgdejolmezfsfeseqbroy6peum 474 8 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 474 9 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 474 10 problem problem NN work_sgdejolmezfsfeseqbroy6peum 474 11 . . . work_sgdejolmezfsfeseqbroy6peum 475 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 475 2 & & CC work_sgdejolmezfsfeseqbroy6peum 475 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 475 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 475 5 , , , work_sgdejolmezfsfeseqbroy6peum 475 6 21(8 21(8 CD work_sgdejolmezfsfeseqbroy6peum 475 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 475 8 , , , work_sgdejolmezfsfeseqbroy6peum 475 9 885–893 885–893 CD work_sgdejolmezfsfeseqbroy6peum 475 10 . . . work_sgdejolmezfsfeseqbroy6peum 476 1 Krasnogor Krasnogor NNP work_sgdejolmezfsfeseqbroy6peum 476 2 , , , work_sgdejolmezfsfeseqbroy6peum 476 3 N. N. NNP work_sgdejolmezfsfeseqbroy6peum 476 4 , , , work_sgdejolmezfsfeseqbroy6peum 476 5 & & CC work_sgdejolmezfsfeseqbroy6peum 476 6 Smith Smith NNP work_sgdejolmezfsfeseqbroy6peum 476 7 , , , work_sgdejolmezfsfeseqbroy6peum 476 8 J. J. NNP work_sgdejolmezfsfeseqbroy6peum 477 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 477 2 2005 2005 CD work_sgdejolmezfsfeseqbroy6peum 477 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 477 4 . . . work_sgdejolmezfsfeseqbroy6peum 478 1 A a DT work_sgdejolmezfsfeseqbroy6peum 478 2 tutorial tutorial NN work_sgdejolmezfsfeseqbroy6peum 478 3 for for IN work_sgdejolmezfsfeseqbroy6peum 478 4 competent competent JJ work_sgdejolmezfsfeseqbroy6peum 478 5 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 478 6 algo- algo- NN work_sgdejolmezfsfeseqbroy6peum 478 7 rithms rithms NN work_sgdejolmezfsfeseqbroy6peum 478 8 : : : work_sgdejolmezfsfeseqbroy6peum 478 9 model model NN work_sgdejolmezfsfeseqbroy6peum 478 10 , , , work_sgdejolmezfsfeseqbroy6peum 478 11 taxonomy taxonomy NN work_sgdejolmezfsfeseqbroy6peum 478 12 and and CC work_sgdejolmezfsfeseqbroy6peum 478 13 design design NN work_sgdejolmezfsfeseqbroy6peum 478 14 issues issue NNS work_sgdejolmezfsfeseqbroy6peum 478 15 . . . work_sgdejolmezfsfeseqbroy6peum 479 1 IEEE IEEE NNP work_sgdejolmezfsfeseqbroy6peum 479 2 Transactions transaction NNS work_sgdejolmezfsfeseqbroy6peum 479 3 on on IN work_sgdejolmezfsfeseqbroy6peum 479 4 Evolu- Evolu- NNP work_sgdejolmezfsfeseqbroy6peum 479 5 tionary tionary NN work_sgdejolmezfsfeseqbroy6peum 479 6 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 479 7 , , , work_sgdejolmezfsfeseqbroy6peum 479 8 9(5 9(5 NNP work_sgdejolmezfsfeseqbroy6peum 479 9 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 479 10 , , , work_sgdejolmezfsfeseqbroy6peum 479 11 474–488 474–488 CD work_sgdejolmezfsfeseqbroy6peum 479 12 . . . work_sgdejolmezfsfeseqbroy6peum 480 1 Li Li NNP work_sgdejolmezfsfeseqbroy6peum 480 2 , , , work_sgdejolmezfsfeseqbroy6peum 480 3 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 480 4 , , , work_sgdejolmezfsfeseqbroy6peum 480 5 Xu Xu NNP work_sgdejolmezfsfeseqbroy6peum 480 6 , , , work_sgdejolmezfsfeseqbroy6peum 480 7 L.D. L.D. NNP work_sgdejolmezfsfeseqbroy6peum 480 8 , , , work_sgdejolmezfsfeseqbroy6peum 480 9 Jin Jin NNP work_sgdejolmezfsfeseqbroy6peum 480 10 , , , work_sgdejolmezfsfeseqbroy6peum 480 11 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 480 12 , , , work_sgdejolmezfsfeseqbroy6peum 480 13 & & CC work_sgdejolmezfsfeseqbroy6peum 480 14 Wang Wang NNP work_sgdejolmezfsfeseqbroy6peum 480 15 , , , work_sgdejolmezfsfeseqbroy6peum 480 16 H. H. NNP work_sgdejolmezfsfeseqbroy6peum 480 17 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 480 18 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 480 19 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 480 20 . . . work_sgdejolmezfsfeseqbroy6peum 481 1 Random random JJ work_sgdejolmezfsfeseqbroy6peum 481 2 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 481 3 method method NN work_sgdejolmezfsfeseqbroy6peum 481 4 based base VBN work_sgdejolmezfsfeseqbroy6peum 481 5 on on IN work_sgdejolmezfsfeseqbroy6peum 481 6 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 481 7 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 481 8 and and CC work_sgdejolmezfsfeseqbroy6peum 481 9 its -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 481 10 application application NN work_sgdejolmezfsfeseqbroy6peum 481 11 in in IN work_sgdejolmezfsfeseqbroy6peum 481 12 resource resource NN work_sgdejolmezfsfeseqbroy6peum 481 13 allocation allocation NN work_sgdejolmezfsfeseqbroy6peum 481 14 . . . work_sgdejolmezfsfeseqbroy6peum 482 1 Expert expert NN work_sgdejolmezfsfeseqbroy6peum 482 2 Systems system NNS work_sgdejolmezfsfeseqbroy6peum 482 3 with with IN work_sgdejolmezfsfeseqbroy6peum 482 4 Applications Applications NNPS work_sgdejolmezfsfeseqbroy6peum 482 5 , , , work_sgdejolmezfsfeseqbroy6peum 482 6 39(15 39(15 CD work_sgdejolmezfsfeseqbroy6peum 482 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 482 8 , , , work_sgdejolmezfsfeseqbroy6peum 482 9 12213–12219 12213–12219 CD work_sgdejolmezfsfeseqbroy6peum 482 10 . . . work_sgdejolmezfsfeseqbroy6peum 483 1 Lü Lü NNP work_sgdejolmezfsfeseqbroy6peum 483 2 , , , work_sgdejolmezfsfeseqbroy6peum 483 3 Z. Z. NNP work_sgdejolmezfsfeseqbroy6peum 483 4 , , , work_sgdejolmezfsfeseqbroy6peum 483 5 & & CC work_sgdejolmezfsfeseqbroy6peum 483 6 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 483 7 , , , work_sgdejolmezfsfeseqbroy6peum 483 8 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 483 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 483 10 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 483 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 483 12 . . . work_sgdejolmezfsfeseqbroy6peum 484 1 A a DT work_sgdejolmezfsfeseqbroy6peum 484 2 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 484 3 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 484 4 for for IN work_sgdejolmezfsfeseqbroy6peum 484 5 graph graph NN work_sgdejolmezfsfeseqbroy6peum 484 6 coloring coloring NN work_sgdejolmezfsfeseqbroy6peum 484 7 . . . work_sgdejolmezfsfeseqbroy6peum 485 1 European European NNP work_sgdejolmezfsfeseqbroy6peum 485 2 Journal Journal NNP work_sgdejolmezfsfeseqbroy6peum 485 3 of of IN work_sgdejolmezfsfeseqbroy6peum 485 4 Operational Operational NNP work_sgdejolmezfsfeseqbroy6peum 485 5 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 485 6 , , , work_sgdejolmezfsfeseqbroy6peum 485 7 203(1 203(1 CD work_sgdejolmezfsfeseqbroy6peum 485 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 485 9 , , , work_sgdejolmezfsfeseqbroy6peum 485 10 241–250 241–250 CD work_sgdejolmezfsfeseqbroy6peum 485 11 . . . work_sgdejolmezfsfeseqbroy6peum 486 1 Merz Merz NNP work_sgdejolmezfsfeseqbroy6peum 486 2 , , , work_sgdejolmezfsfeseqbroy6peum 486 3 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 486 4 , , , work_sgdejolmezfsfeseqbroy6peum 486 5 & & CC work_sgdejolmezfsfeseqbroy6peum 486 6 Freisleben Freisleben NNP work_sgdejolmezfsfeseqbroy6peum 486 7 , , , work_sgdejolmezfsfeseqbroy6peum 486 8 B. B. NNP work_sgdejolmezfsfeseqbroy6peum 487 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 487 2 2000 2000 CD work_sgdejolmezfsfeseqbroy6peum 487 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 487 4 . . . work_sgdejolmezfsfeseqbroy6peum 488 1 Fitness fitness NN work_sgdejolmezfsfeseqbroy6peum 488 2 landscape landscape NN work_sgdejolmezfsfeseqbroy6peum 488 3 analysis analysis NN work_sgdejolmezfsfeseqbroy6peum 488 4 and and CC work_sgdejolmezfsfeseqbroy6peum 488 5 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 488 6 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 488 7 for for IN work_sgdejolmezfsfeseqbroy6peum 488 8 the the DT work_sgdejolmezfsfeseqbroy6peum 488 9 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 488 10 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 488 11 problem problem NN work_sgdejolmezfsfeseqbroy6peum 488 12 . . . work_sgdejolmezfsfeseqbroy6peum 489 1 IEEE IEEE NNP work_sgdejolmezfsfeseqbroy6peum 489 2 Transactions transaction NNS work_sgdejolmezfsfeseqbroy6peum 489 3 on on IN work_sgdejolmezfsfeseqbroy6peum 489 4 Evolutionary Evolutionary NNP work_sgdejolmezfsfeseqbroy6peum 489 5 Computation Computation NNP work_sgdejolmezfsfeseqbroy6peum 489 6 , , , work_sgdejolmezfsfeseqbroy6peum 489 7 4(4 4(4 NNP work_sgdejolmezfsfeseqbroy6peum 489 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 489 9 , , , work_sgdejolmezfsfeseqbroy6peum 489 10 337–352 337–352 CD work_sgdejolmezfsfeseqbroy6peum 489 11 . . . work_sgdejolmezfsfeseqbroy6peum 490 1 Miao Miao NNP work_sgdejolmezfsfeseqbroy6peum 490 2 , , , work_sgdejolmezfsfeseqbroy6peum 490 3 Z. Z. NNP work_sgdejolmezfsfeseqbroy6peum 490 4 , , , work_sgdejolmezfsfeseqbroy6peum 490 5 Cai Cai NNP work_sgdejolmezfsfeseqbroy6peum 490 6 , , , work_sgdejolmezfsfeseqbroy6peum 490 7 S. S. NNP work_sgdejolmezfsfeseqbroy6peum 490 8 , , , work_sgdejolmezfsfeseqbroy6peum 490 9 & & CC work_sgdejolmezfsfeseqbroy6peum 490 10 Xu Xu NNP work_sgdejolmezfsfeseqbroy6peum 490 11 . . . work_sgdejolmezfsfeseqbroy6peum 491 1 D. D. NNP work_sgdejolmezfsfeseqbroy6peum 491 2 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 491 3 2014 2014 CD work_sgdejolmezfsfeseqbroy6peum 491 4 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 491 5 . . . work_sgdejolmezfsfeseqbroy6peum 492 1 Applying apply VBG work_sgdejolmezfsfeseqbroy6peum 492 2 an an DT work_sgdejolmezfsfeseqbroy6peum 492 3 adaptive adaptive JJ work_sgdejolmezfsfeseqbroy6peum 492 4 tabu tabu NN work_sgdejolmezfsfeseqbroy6peum 492 5 search search NN work_sgdejolmezfsfeseqbroy6peum 492 6 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 492 7 to to TO work_sgdejolmezfsfeseqbroy6peum 492 8 optimize optimize VB work_sgdejolmezfsfeseqbroy6peum 492 9 truck truck NN work_sgdejolmezfsfeseqbroy6peum 492 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 492 11 dock dock NN work_sgdejolmezfsfeseqbroy6peum 492 12 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 492 13 in in IN work_sgdejolmezfsfeseqbroy6peum 492 14 the the DT work_sgdejolmezfsfeseqbroy6peum 492 15 crossdock crossdock NN work_sgdejolmezfsfeseqbroy6peum 492 16 management management NN work_sgdejolmezfsfeseqbroy6peum 492 17 system system NN work_sgdejolmezfsfeseqbroy6peum 492 18 . . . work_sgdejolmezfsfeseqbroy6peum 493 1 Ex- ex- DT work_sgdejolmezfsfeseqbroy6peum 493 2 pert pert NNP work_sgdejolmezfsfeseqbroy6peum 493 3 Systems Systems NNPS work_sgdejolmezfsfeseqbroy6peum 493 4 with with IN work_sgdejolmezfsfeseqbroy6peum 493 5 Applications Applications NNPS work_sgdejolmezfsfeseqbroy6peum 493 6 , , , work_sgdejolmezfsfeseqbroy6peum 493 7 41(1 41(1 CD work_sgdejolmezfsfeseqbroy6peum 493 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 493 9 , , , work_sgdejolmezfsfeseqbroy6peum 493 10 16–22 16–22 CD work_sgdejolmezfsfeseqbroy6peum 493 11 . . . work_sgdejolmezfsfeseqbroy6peum 494 1 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 494 2 , , , work_sgdejolmezfsfeseqbroy6peum 494 3 A. a. NN work_sgdejolmezfsfeseqbroy6peum 495 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 495 2 2004 2004 CD work_sgdejolmezfsfeseqbroy6peum 495 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 495 4 . . . work_sgdejolmezfsfeseqbroy6peum 496 1 An an DT work_sgdejolmezfsfeseqbroy6peum 496 2 improved improve VBN work_sgdejolmezfsfeseqbroy6peum 496 3 hybrid hybrid JJ work_sgdejolmezfsfeseqbroy6peum 496 4 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 496 5 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 496 6 : : : work_sgdejolmezfsfeseqbroy6peum 496 7 New new JJ work_sgdejolmezfsfeseqbroy6peum 496 8 results result NNS work_sgdejolmezfsfeseqbroy6peum 496 9 for for IN work_sgdejolmezfsfeseqbroy6peum 496 10 the the DT work_sgdejolmezfsfeseqbroy6peum 496 11 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 496 12 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 496 13 problem problem NN work_sgdejolmezfsfeseqbroy6peum 496 14 . . . work_sgdejolmezfsfeseqbroy6peum 497 1 Knowledge Knowledge NNP work_sgdejolmezfsfeseqbroy6peum 497 2 Based Based NNP work_sgdejolmezfsfeseqbroy6peum 497 3 Systems Systems NNPS work_sgdejolmezfsfeseqbroy6peum 497 4 , , , work_sgdejolmezfsfeseqbroy6peum 497 5 17(2 17(2 CD work_sgdejolmezfsfeseqbroy6peum 497 6 - - SYM work_sgdejolmezfsfeseqbroy6peum 497 7 4 4 CD work_sgdejolmezfsfeseqbroy6peum 497 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 497 9 , , , work_sgdejolmezfsfeseqbroy6peum 497 10 65–73 65–73 CD work_sgdejolmezfsfeseqbroy6peum 497 11 . . . work_sgdejolmezfsfeseqbroy6peum 498 1 Misevicius Misevicius NNP work_sgdejolmezfsfeseqbroy6peum 498 2 , , , work_sgdejolmezfsfeseqbroy6peum 498 3 A. a. NN work_sgdejolmezfsfeseqbroy6peum 498 4 , , , work_sgdejolmezfsfeseqbroy6peum 498 5 & & CC work_sgdejolmezfsfeseqbroy6peum 498 6 Kilda Kilda NNP work_sgdejolmezfsfeseqbroy6peum 498 7 , , , work_sgdejolmezfsfeseqbroy6peum 498 8 B. B. NNP work_sgdejolmezfsfeseqbroy6peum 499 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 499 2 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 499 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 499 4 . . . work_sgdejolmezfsfeseqbroy6peum 500 1 Iterated iterate VBN work_sgdejolmezfsfeseqbroy6peum 500 2 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 500 3 search search NN work_sgdejolmezfsfeseqbroy6peum 500 4 : : : work_sgdejolmezfsfeseqbroy6peum 500 5 An an DT work_sgdejolmezfsfeseqbroy6peum 500 6 improvement improvement NN work_sgdejolmezfsfeseqbroy6peum 500 7 to to IN work_sgdejolmezfsfeseqbroy6peum 500 8 standard standard JJ work_sgdejolmezfsfeseqbroy6peum 500 9 tabu tabu JJ work_sgdejolmezfsfeseqbroy6peum 500 10 search search NN work_sgdejolmezfsfeseqbroy6peum 500 11 . . . work_sgdejolmezfsfeseqbroy6peum 501 1 Information Information NNP work_sgdejolmezfsfeseqbroy6peum 501 2 Technology Technology NNP work_sgdejolmezfsfeseqbroy6peum 501 3 and and CC work_sgdejolmezfsfeseqbroy6peum 501 4 Control Control NNP work_sgdejolmezfsfeseqbroy6peum 501 5 , , , work_sgdejolmezfsfeseqbroy6peum 501 6 35(3 35(3 JJ work_sgdejolmezfsfeseqbroy6peum 501 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 501 8 , , , work_sgdejolmezfsfeseqbroy6peum 501 9 187–197 187–197 CD work_sgdejolmezfsfeseqbroy6peum 501 10 . . . work_sgdejolmezfsfeseqbroy6peum 502 1 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 502 2 , , , work_sgdejolmezfsfeseqbroy6peum 502 3 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 502 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 502 5 1989 1989 CD work_sgdejolmezfsfeseqbroy6peum 502 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 502 7 . . . work_sgdejolmezfsfeseqbroy6peum 503 1 On on IN work_sgdejolmezfsfeseqbroy6peum 503 2 evolution evolution NN work_sgdejolmezfsfeseqbroy6peum 503 3 , , , work_sgdejolmezfsfeseqbroy6peum 503 4 search search NN work_sgdejolmezfsfeseqbroy6peum 503 5 , , , work_sgdejolmezfsfeseqbroy6peum 503 6 optimization optimization NN work_sgdejolmezfsfeseqbroy6peum 503 7 , , , work_sgdejolmezfsfeseqbroy6peum 503 8 genetic genetic JJ work_sgdejolmezfsfeseqbroy6peum 503 9 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 503 10 and and CC work_sgdejolmezfsfeseqbroy6peum 503 11 martial martial JJ work_sgdejolmezfsfeseqbroy6peum 503 12 arts art NNS work_sgdejolmezfsfeseqbroy6peum 503 13 : : : work_sgdejolmezfsfeseqbroy6peum 503 14 Towards towards IN work_sgdejolmezfsfeseqbroy6peum 503 15 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 503 16 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 503 17 . . . work_sgdejolmezfsfeseqbroy6peum 504 1 Caltech Caltech NNP work_sgdejolmezfsfeseqbroy6peum 504 2 Concurrent Concurrent NNP work_sgdejolmezfsfeseqbroy6peum 504 3 Computation Computation NNP work_sgdejolmezfsfeseqbroy6peum 504 4 Program Program NNP work_sgdejolmezfsfeseqbroy6peum 504 5 , , , work_sgdejolmezfsfeseqbroy6peum 504 6 Report Report NNP work_sgdejolmezfsfeseqbroy6peum 504 7 826 826 CD work_sgdejolmezfsfeseqbroy6peum 504 8 , , , work_sgdejolmezfsfeseqbroy6peum 504 9 California California NNP work_sgdejolmezfsfeseqbroy6peum 504 10 Institute Institute NNP work_sgdejolmezfsfeseqbroy6peum 504 11 of of IN work_sgdejolmezfsfeseqbroy6peum 504 12 Technology Technology NNP work_sgdejolmezfsfeseqbroy6peum 504 13 , , , work_sgdejolmezfsfeseqbroy6peum 504 14 Pasadena Pasadena NNP work_sgdejolmezfsfeseqbroy6peum 504 15 , , , work_sgdejolmezfsfeseqbroy6peum 504 16 Califor- Califor- NNP work_sgdejolmezfsfeseqbroy6peum 504 17 nia nia NN work_sgdejolmezfsfeseqbroy6peum 504 18 , , , work_sgdejolmezfsfeseqbroy6peum 504 19 USA USA NNP work_sgdejolmezfsfeseqbroy6peum 504 20 . . . work_sgdejolmezfsfeseqbroy6peum 505 1 24 24 CD work_sgdejolmezfsfeseqbroy6peum 505 2 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 505 3 , , , work_sgdejolmezfsfeseqbroy6peum 505 4 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 505 5 , , , work_sgdejolmezfsfeseqbroy6peum 505 6 & & CC work_sgdejolmezfsfeseqbroy6peum 505 7 Cotta Cotta NNP work_sgdejolmezfsfeseqbroy6peum 505 8 , , , work_sgdejolmezfsfeseqbroy6peum 505 9 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 505 10 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 505 11 2003 2003 CD work_sgdejolmezfsfeseqbroy6peum 505 12 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 505 13 . . . work_sgdejolmezfsfeseqbroy6peum 506 1 A a DT work_sgdejolmezfsfeseqbroy6peum 506 2 Gentle gentle JJ work_sgdejolmezfsfeseqbroy6peum 506 3 Introduction introduction NN work_sgdejolmezfsfeseqbroy6peum 506 4 to to IN work_sgdejolmezfsfeseqbroy6peum 506 5 memetic memetic JJ work_sgdejolmezfsfeseqbroy6peum 506 6 algorithms algorithm NNS work_sgdejolmezfsfeseqbroy6peum 506 7 . . . work_sgdejolmezfsfeseqbroy6peum 507 1 In in IN work_sgdejolmezfsfeseqbroy6peum 507 2 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 507 3 Glover Glover NNP work_sgdejolmezfsfeseqbroy6peum 507 4 and and CC work_sgdejolmezfsfeseqbroy6peum 507 5 G. G. NNP work_sgdejolmezfsfeseqbroy6peum 507 6 A. A. NNP work_sgdejolmezfsfeseqbroy6peum 507 7 Kochenberger Kochenberger NNP work_sgdejolmezfsfeseqbroy6peum 507 8 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 507 9 Eds Eds NNP work_sgdejolmezfsfeseqbroy6peum 507 10 . . . work_sgdejolmezfsfeseqbroy6peum 508 1 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 508 2 , , , work_sgdejolmezfsfeseqbroy6peum 508 3 Handbook Handbook NNP work_sgdejolmezfsfeseqbroy6peum 508 4 of of IN work_sgdejolmezfsfeseqbroy6peum 508 5 Metaheuristic Metaheuristic NNP work_sgdejolmezfsfeseqbroy6peum 508 6 . . . work_sgdejolmezfsfeseqbroy6peum 509 1 Kluwer Kluwer NNP work_sgdejolmezfsfeseqbroy6peum 509 2 , , , work_sgdejolmezfsfeseqbroy6peum 509 3 Norwell Norwell NNP work_sgdejolmezfsfeseqbroy6peum 509 4 , , , work_sgdejolmezfsfeseqbroy6peum 509 5 Massachusetts Massachusetts NNP work_sgdejolmezfsfeseqbroy6peum 509 6 , , , work_sgdejolmezfsfeseqbroy6peum 509 7 USA USA NNP work_sgdejolmezfsfeseqbroy6peum 509 8 . . . work_sgdejolmezfsfeseqbroy6peum 510 1 Neri Neri NNP work_sgdejolmezfsfeseqbroy6peum 510 2 , , , work_sgdejolmezfsfeseqbroy6peum 510 3 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 510 4 , , , work_sgdejolmezfsfeseqbroy6peum 510 5 Cotta Cotta NNP work_sgdejolmezfsfeseqbroy6peum 510 6 , , , work_sgdejolmezfsfeseqbroy6peum 510 7 C. C. NNP work_sgdejolmezfsfeseqbroy6peum 510 8 , , , work_sgdejolmezfsfeseqbroy6peum 510 9 & & CC work_sgdejolmezfsfeseqbroy6peum 510 10 Moscato Moscato NNP work_sgdejolmezfsfeseqbroy6peum 510 11 , , , work_sgdejolmezfsfeseqbroy6peum 510 12 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 511 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 511 2 Eds Eds NNP work_sgdejolmezfsfeseqbroy6peum 511 3 . . . work_sgdejolmezfsfeseqbroy6peum 511 4 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 512 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 512 2 2012 2012 CD work_sgdejolmezfsfeseqbroy6peum 512 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 512 4 . . . work_sgdejolmezfsfeseqbroy6peum 513 1 Handbook Handbook NNP work_sgdejolmezfsfeseqbroy6peum 513 2 of of IN work_sgdejolmezfsfeseqbroy6peum 513 3 Memetic Memetic NNP work_sgdejolmezfsfeseqbroy6peum 513 4 Algo- Algo- NNP work_sgdejolmezfsfeseqbroy6peum 513 5 rithms rithms NNP work_sgdejolmezfsfeseqbroy6peum 513 6 . . . work_sgdejolmezfsfeseqbroy6peum 514 1 Studies study NNS work_sgdejolmezfsfeseqbroy6peum 514 2 in in IN work_sgdejolmezfsfeseqbroy6peum 514 3 Computational Computational NNP work_sgdejolmezfsfeseqbroy6peum 514 4 Intelligence Intelligence NNP work_sgdejolmezfsfeseqbroy6peum 514 5 379 379 CD work_sgdejolmezfsfeseqbroy6peum 514 6 , , , work_sgdejolmezfsfeseqbroy6peum 514 7 Springer Springer NNP work_sgdejolmezfsfeseqbroy6peum 514 8 . . . work_sgdejolmezfsfeseqbroy6peum 515 1 Nikolić Nikolić NNP work_sgdejolmezfsfeseqbroy6peum 515 2 , , , work_sgdejolmezfsfeseqbroy6peum 515 3 M. M. NNP work_sgdejolmezfsfeseqbroy6peum 515 4 , , , work_sgdejolmezfsfeseqbroy6peum 515 5 & & CC work_sgdejolmezfsfeseqbroy6peum 515 6 Teodorović Teodorović NNP work_sgdejolmezfsfeseqbroy6peum 515 7 , , , work_sgdejolmezfsfeseqbroy6peum 515 8 D. D. NNP work_sgdejolmezfsfeseqbroy6peum 515 9 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 515 10 2014 2014 CD work_sgdejolmezfsfeseqbroy6peum 515 11 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 515 12 . . . work_sgdejolmezfsfeseqbroy6peum 516 1 A a DT work_sgdejolmezfsfeseqbroy6peum 516 2 simultaneous simultaneous JJ work_sgdejolmezfsfeseqbroy6peum 516 3 transit transit NN work_sgdejolmezfsfeseqbroy6peum 516 4 network network NN work_sgdejolmezfsfeseqbroy6peum 516 5 design design NN work_sgdejolmezfsfeseqbroy6peum 516 6 and and CC work_sgdejolmezfsfeseqbroy6peum 516 7 frequency frequency NN work_sgdejolmezfsfeseqbroy6peum 516 8 setting setting NN work_sgdejolmezfsfeseqbroy6peum 516 9 : : : work_sgdejolmezfsfeseqbroy6peum 516 10 computing compute VBG work_sgdejolmezfsfeseqbroy6peum 516 11 with with IN work_sgdejolmezfsfeseqbroy6peum 516 12 bees bee NNS work_sgdejolmezfsfeseqbroy6peum 516 13 . . . work_sgdejolmezfsfeseqbroy6peum 517 1 Expert expert NN work_sgdejolmezfsfeseqbroy6peum 517 2 Systems system NNS work_sgdejolmezfsfeseqbroy6peum 517 3 with with IN work_sgdejolmezfsfeseqbroy6peum 517 4 Applications Applications NNPS work_sgdejolmezfsfeseqbroy6peum 517 5 , , , work_sgdejolmezfsfeseqbroy6peum 517 6 41(16 41(16 CD work_sgdejolmezfsfeseqbroy6peum 517 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 517 8 , , , work_sgdejolmezfsfeseqbroy6peum 517 9 7200–7209 7200–7209 CD work_sgdejolmezfsfeseqbroy6peum 517 10 . . . work_sgdejolmezfsfeseqbroy6peum 518 1 Pardalos Pardalos NNP work_sgdejolmezfsfeseqbroy6peum 518 2 , , , work_sgdejolmezfsfeseqbroy6peum 518 3 P.M. P.M. NNP work_sgdejolmezfsfeseqbroy6peum 518 4 , , , work_sgdejolmezfsfeseqbroy6peum 518 5 Rendl Rendl NNP work_sgdejolmezfsfeseqbroy6peum 518 6 , , , work_sgdejolmezfsfeseqbroy6peum 518 7 F. F. NNP work_sgdejolmezfsfeseqbroy6peum 518 8 , , , work_sgdejolmezfsfeseqbroy6peum 518 9 & & CC work_sgdejolmezfsfeseqbroy6peum 518 10 Wolkowicz Wolkowicz NNP work_sgdejolmezfsfeseqbroy6peum 518 11 , , , work_sgdejolmezfsfeseqbroy6peum 518 12 H. H. NNP work_sgdejolmezfsfeseqbroy6peum 518 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 518 14 1994 1994 CD work_sgdejolmezfsfeseqbroy6peum 518 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 518 16 . . . work_sgdejolmezfsfeseqbroy6peum 519 1 The the DT work_sgdejolmezfsfeseqbroy6peum 519 2 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 519 3 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 519 4 problem problem NN work_sgdejolmezfsfeseqbroy6peum 519 5 : : : work_sgdejolmezfsfeseqbroy6peum 519 6 A a DT work_sgdejolmezfsfeseqbroy6peum 519 7 survey survey NN work_sgdejolmezfsfeseqbroy6peum 519 8 and and CC work_sgdejolmezfsfeseqbroy6peum 519 9 recent recent JJ work_sgdejolmezfsfeseqbroy6peum 519 10 developments development NNS work_sgdejolmezfsfeseqbroy6peum 519 11 . . . work_sgdejolmezfsfeseqbroy6peum 520 1 In in IN work_sgdejolmezfsfeseqbroy6peum 520 2 Proceedings proceeding NNS work_sgdejolmezfsfeseqbroy6peum 520 3 of of IN work_sgdejolmezfsfeseqbroy6peum 520 4 the the DT work_sgdejolmezfsfeseqbroy6peum 520 5 DIMACS DIMACS NNP work_sgdejolmezfsfeseqbroy6peum 520 6 Workshop Workshop NNP work_sgdejolmezfsfeseqbroy6peum 520 7 on on IN work_sgdejolmezfsfeseqbroy6peum 520 8 Quadratic Quadratic NNP work_sgdejolmezfsfeseqbroy6peum 520 9 Assignment Assignment NNP work_sgdejolmezfsfeseqbroy6peum 520 10 Problems Problems NNP work_sgdejolmezfsfeseqbroy6peum 520 11 , , , work_sgdejolmezfsfeseqbroy6peum 520 12 volume volume NN work_sgdejolmezfsfeseqbroy6peum 520 13 16 16 CD work_sgdejolmezfsfeseqbroy6peum 520 14 of of IN work_sgdejolmezfsfeseqbroy6peum 520 15 DIMACS DIMACS NNP work_sgdejolmezfsfeseqbroy6peum 520 16 Series Series NNP work_sgdejolmezfsfeseqbroy6peum 520 17 in in IN work_sgdejolmezfsfeseqbroy6peum 520 18 Discrete Discrete NNP work_sgdejolmezfsfeseqbroy6peum 520 19 Mathematics Mathematics NNP work_sgdejolmezfsfeseqbroy6peum 520 20 and and CC work_sgdejolmezfsfeseqbroy6peum 520 21 Theoretical Theoretical NNP work_sgdejolmezfsfeseqbroy6peum 520 22 Computer Computer NNP work_sgdejolmezfsfeseqbroy6peum 520 23 Science Science NNP work_sgdejolmezfsfeseqbroy6peum 520 24 , , , work_sgdejolmezfsfeseqbroy6peum 520 25 1–42 1–42 CD work_sgdejolmezfsfeseqbroy6peum 520 26 . . . work_sgdejolmezfsfeseqbroy6peum 521 1 Porumbel Porumbel NNP work_sgdejolmezfsfeseqbroy6peum 521 2 , , , work_sgdejolmezfsfeseqbroy6peum 521 3 D.C. D.C. NNP work_sgdejolmezfsfeseqbroy6peum 521 4 , , , work_sgdejolmezfsfeseqbroy6peum 521 5 Hao Hao NNP work_sgdejolmezfsfeseqbroy6peum 521 6 , , , work_sgdejolmezfsfeseqbroy6peum 521 7 J.K. J.K. NNP work_sgdejolmezfsfeseqbroy6peum 521 8 , , , work_sgdejolmezfsfeseqbroy6peum 521 9 & & CC work_sgdejolmezfsfeseqbroy6peum 521 10 Kuntz Kuntz NNP work_sgdejolmezfsfeseqbroy6peum 521 11 , , , work_sgdejolmezfsfeseqbroy6peum 521 12 P. P. NNP work_sgdejolmezfsfeseqbroy6peum 521 13 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 521 14 2010 2010 CD work_sgdejolmezfsfeseqbroy6peum 521 15 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 521 16 . . . work_sgdejolmezfsfeseqbroy6peum 522 1 An an DT work_sgdejolmezfsfeseqbroy6peum 522 2 evolutionary evolutionary JJ work_sgdejolmezfsfeseqbroy6peum 522 3 approach approach NN work_sgdejolmezfsfeseqbroy6peum 522 4 with with IN work_sgdejolmezfsfeseqbroy6peum 522 5 diversity diversity NN work_sgdejolmezfsfeseqbroy6peum 522 6 guarantee guarantee NN work_sgdejolmezfsfeseqbroy6peum 522 7 and and CC work_sgdejolmezfsfeseqbroy6peum 522 8 well well RB work_sgdejolmezfsfeseqbroy6peum 522 9 - - HYPH work_sgdejolmezfsfeseqbroy6peum 522 10 informed inform VBN work_sgdejolmezfsfeseqbroy6peum 522 11 grouping grouping NN work_sgdejolmezfsfeseqbroy6peum 522 12 recombination recombination NN work_sgdejolmezfsfeseqbroy6peum 522 13 for for IN work_sgdejolmezfsfeseqbroy6peum 522 14 graph graph NN work_sgdejolmezfsfeseqbroy6peum 522 15 coloring coloring NN work_sgdejolmezfsfeseqbroy6peum 522 16 . . . work_sgdejolmezfsfeseqbroy6peum 523 1 Computers Computers NNP work_sgdejolmezfsfeseqbroy6peum 523 2 & & CC work_sgdejolmezfsfeseqbroy6peum 523 3 Operations Operations NNPS work_sgdejolmezfsfeseqbroy6peum 523 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 523 5 , , , work_sgdejolmezfsfeseqbroy6peum 523 6 37(10 37(10 CD work_sgdejolmezfsfeseqbroy6peum 523 7 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 523 8 , , , work_sgdejolmezfsfeseqbroy6peum 523 9 1822–1832 1822–1832 CD work_sgdejolmezfsfeseqbroy6peum 523 10 . . . work_sgdejolmezfsfeseqbroy6peum 524 1 Reeves Reeves NNP work_sgdejolmezfsfeseqbroy6peum 524 2 , , , work_sgdejolmezfsfeseqbroy6peum 524 3 C.R. C.R. NNP work_sgdejolmezfsfeseqbroy6peum 525 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 525 2 1997 1997 CD work_sgdejolmezfsfeseqbroy6peum 525 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 525 4 . . . work_sgdejolmezfsfeseqbroy6peum 526 1 Landscapes landscape NNS work_sgdejolmezfsfeseqbroy6peum 526 2 , , , work_sgdejolmezfsfeseqbroy6peum 526 3 operators operator NNS work_sgdejolmezfsfeseqbroy6peum 526 4 and and CC work_sgdejolmezfsfeseqbroy6peum 526 5 heuristic heuristic JJ work_sgdejolmezfsfeseqbroy6peum 526 6 search search NN work_sgdejolmezfsfeseqbroy6peum 526 7 . . . work_sgdejolmezfsfeseqbroy6peum 527 1 Annals Annals NNP work_sgdejolmezfsfeseqbroy6peum 527 2 of of IN work_sgdejolmezfsfeseqbroy6peum 527 3 Operations Operations NNP work_sgdejolmezfsfeseqbroy6peum 527 4 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 527 5 , , , work_sgdejolmezfsfeseqbroy6peum 527 6 86 86 CD work_sgdejolmezfsfeseqbroy6peum 527 7 , , , work_sgdejolmezfsfeseqbroy6peum 527 8 473–490 473–490 CD work_sgdejolmezfsfeseqbroy6peum 527 9 . . . work_sgdejolmezfsfeseqbroy6peum 528 1 Skorin Skorin NNP work_sgdejolmezfsfeseqbroy6peum 528 2 - - HYPH work_sgdejolmezfsfeseqbroy6peum 528 3 Kapov Kapov NNP work_sgdejolmezfsfeseqbroy6peum 528 4 , , , work_sgdejolmezfsfeseqbroy6peum 528 5 J. J. NNP work_sgdejolmezfsfeseqbroy6peum 529 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 529 2 1990 1990 CD work_sgdejolmezfsfeseqbroy6peum 529 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 529 4 . . . work_sgdejolmezfsfeseqbroy6peum 530 1 Tabu Tabu NNP work_sgdejolmezfsfeseqbroy6peum 530 2 search search NN work_sgdejolmezfsfeseqbroy6peum 530 3 applied apply VBD work_sgdejolmezfsfeseqbroy6peum 530 4 to to IN work_sgdejolmezfsfeseqbroy6peum 530 5 the the DT work_sgdejolmezfsfeseqbroy6peum 530 6 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 530 7 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 530 8 prob- prob- JJ work_sgdejolmezfsfeseqbroy6peum 530 9 lem lem NNP work_sgdejolmezfsfeseqbroy6peum 530 10 . . . work_sgdejolmezfsfeseqbroy6peum 531 1 ORSA ORSA NNP work_sgdejolmezfsfeseqbroy6peum 531 2 Journal Journal NNP work_sgdejolmezfsfeseqbroy6peum 531 3 on on IN work_sgdejolmezfsfeseqbroy6peum 531 4 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 531 5 , , , work_sgdejolmezfsfeseqbroy6peum 531 6 2 2 CD work_sgdejolmezfsfeseqbroy6peum 531 7 , , , work_sgdejolmezfsfeseqbroy6peum 531 8 33–45 33–45 CD work_sgdejolmezfsfeseqbroy6peum 531 9 . . . work_sgdejolmezfsfeseqbroy6peum 532 1 Stützle Stützle NNP work_sgdejolmezfsfeseqbroy6peum 532 2 , , , work_sgdejolmezfsfeseqbroy6peum 532 3 T. T. NNP work_sgdejolmezfsfeseqbroy6peum 532 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 532 5 2006 2006 CD work_sgdejolmezfsfeseqbroy6peum 532 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 532 7 . . . work_sgdejolmezfsfeseqbroy6peum 533 1 Iterated iterated JJ work_sgdejolmezfsfeseqbroy6peum 533 2 local local JJ work_sgdejolmezfsfeseqbroy6peum 533 3 search search NN work_sgdejolmezfsfeseqbroy6peum 533 4 for for IN work_sgdejolmezfsfeseqbroy6peum 533 5 the the DT work_sgdejolmezfsfeseqbroy6peum 533 6 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 533 7 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 533 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 533 9 . . . work_sgdejolmezfsfeseqbroy6peum 534 1 European European NNP work_sgdejolmezfsfeseqbroy6peum 534 2 Journal Journal NNP work_sgdejolmezfsfeseqbroy6peum 534 3 of of IN work_sgdejolmezfsfeseqbroy6peum 534 4 Operational Operational NNP work_sgdejolmezfsfeseqbroy6peum 534 5 Research Research NNP work_sgdejolmezfsfeseqbroy6peum 534 6 , , , work_sgdejolmezfsfeseqbroy6peum 534 7 174(3 174(3 CD work_sgdejolmezfsfeseqbroy6peum 534 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 534 9 , , , work_sgdejolmezfsfeseqbroy6peum 534 10 1519–1539 1519–1539 CD work_sgdejolmezfsfeseqbroy6peum 534 11 . . . work_sgdejolmezfsfeseqbroy6peum 535 1 Taillard Taillard NNP work_sgdejolmezfsfeseqbroy6peum 535 2 , , , work_sgdejolmezfsfeseqbroy6peum 535 3 E. E. NNP work_sgdejolmezfsfeseqbroy6peum 535 4 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 535 5 1991 1991 CD work_sgdejolmezfsfeseqbroy6peum 535 6 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 535 7 . . . work_sgdejolmezfsfeseqbroy6peum 536 1 Robust robust JJ work_sgdejolmezfsfeseqbroy6peum 536 2 taboo taboo NN work_sgdejolmezfsfeseqbroy6peum 536 3 search search NN work_sgdejolmezfsfeseqbroy6peum 536 4 for for IN work_sgdejolmezfsfeseqbroy6peum 536 5 the the DT work_sgdejolmezfsfeseqbroy6peum 536 6 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 536 7 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 536 8 problem problem NN work_sgdejolmezfsfeseqbroy6peum 536 9 . . . work_sgdejolmezfsfeseqbroy6peum 537 1 Parallel Parallel NNP work_sgdejolmezfsfeseqbroy6peum 537 2 Computing Computing NNP work_sgdejolmezfsfeseqbroy6peum 537 3 , , , work_sgdejolmezfsfeseqbroy6peum 537 4 17 17 CD work_sgdejolmezfsfeseqbroy6peum 537 5 , , , work_sgdejolmezfsfeseqbroy6peum 537 6 443 443 CD work_sgdejolmezfsfeseqbroy6peum 537 7 - - SYM work_sgdejolmezfsfeseqbroy6peum 537 8 455 455 CD work_sgdejolmezfsfeseqbroy6peum 537 9 . . . work_sgdejolmezfsfeseqbroy6peum 538 1 Wilhelm Wilhelm NNP work_sgdejolmezfsfeseqbroy6peum 538 2 , , , work_sgdejolmezfsfeseqbroy6peum 538 3 M.R. M.R. NNP work_sgdejolmezfsfeseqbroy6peum 538 4 , , , work_sgdejolmezfsfeseqbroy6peum 538 5 & & CC work_sgdejolmezfsfeseqbroy6peum 538 6 Ward Ward NNP work_sgdejolmezfsfeseqbroy6peum 538 7 , , , work_sgdejolmezfsfeseqbroy6peum 538 8 T.L. T.L. NNP work_sgdejolmezfsfeseqbroy6peum 539 1 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 539 2 1987 1987 CD work_sgdejolmezfsfeseqbroy6peum 539 3 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 539 4 . . . work_sgdejolmezfsfeseqbroy6peum 540 1 Solving solve VBG work_sgdejolmezfsfeseqbroy6peum 540 2 quadratic quadratic JJ work_sgdejolmezfsfeseqbroy6peum 540 3 assignment assignment NN work_sgdejolmezfsfeseqbroy6peum 540 4 problems problem NNS work_sgdejolmezfsfeseqbroy6peum 540 5 by by IN work_sgdejolmezfsfeseqbroy6peum 540 6 simulated simulate VBN work_sgdejolmezfsfeseqbroy6peum 540 7 annealing annealing NN work_sgdejolmezfsfeseqbroy6peum 540 8 . . . work_sgdejolmezfsfeseqbroy6peum 541 1 IIE IIE NNP work_sgdejolmezfsfeseqbroy6peum 541 2 Transactions transaction NNS work_sgdejolmezfsfeseqbroy6peum 541 3 , , , work_sgdejolmezfsfeseqbroy6peum 541 4 19(1 19(1 CD work_sgdejolmezfsfeseqbroy6peum 541 5 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 541 6 , , , work_sgdejolmezfsfeseqbroy6peum 541 7 107–119 107–119 CD work_sgdejolmezfsfeseqbroy6peum 541 8 . . . work_sgdejolmezfsfeseqbroy6peum 542 1 Appendix Appendix NNP work_sgdejolmezfsfeseqbroy6peum 542 2 This this DT work_sgdejolmezfsfeseqbroy6peum 542 3 appendix appendix NNP work_sgdejolmezfsfeseqbroy6peum 542 4 includes include VBZ work_sgdejolmezfsfeseqbroy6peum 542 5 two two CD work_sgdejolmezfsfeseqbroy6peum 542 6 tables table NNS work_sgdejolmezfsfeseqbroy6peum 542 7 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 542 8 Tables Tables NNP work_sgdejolmezfsfeseqbroy6peum 542 9 7 7 CD work_sgdejolmezfsfeseqbroy6peum 542 10 and and CC work_sgdejolmezfsfeseqbroy6peum 542 11 8) 8) CD work_sgdejolmezfsfeseqbroy6peum 542 12 . . . work_sgdejolmezfsfeseqbroy6peum 543 1 Table table NN work_sgdejolmezfsfeseqbroy6peum 543 2 7 7 CD work_sgdejolmezfsfeseqbroy6peum 543 3 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 543 4 the the DT work_sgdejolmezfsfeseqbroy6peum 543 5 best good JJS work_sgdejolmezfsfeseqbroy6peum 543 6 , , , work_sgdejolmezfsfeseqbroy6peum 543 7 average average JJ work_sgdejolmezfsfeseqbroy6peum 543 8 and and CC work_sgdejolmezfsfeseqbroy6peum 543 9 worst bad JJS work_sgdejolmezfsfeseqbroy6peum 543 10 result result NN work_sgdejolmezfsfeseqbroy6peum 543 11 obtained obtain VBN work_sgdejolmezfsfeseqbroy6peum 543 12 by by IN work_sgdejolmezfsfeseqbroy6peum 543 13 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 543 14 after after IN work_sgdejolmezfsfeseqbroy6peum 543 15 10 10 CD work_sgdejolmezfsfeseqbroy6peum 543 16 independent independent JJ work_sgdejolmezfsfeseqbroy6peum 543 17 runs run NNS work_sgdejolmezfsfeseqbroy6peum 543 18 for for IN work_sgdejolmezfsfeseqbroy6peum 543 19 21 21 CD work_sgdejolmezfsfeseqbroy6peum 543 20 selected select VBN work_sgdejolmezfsfeseqbroy6peum 543 21 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 543 22 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 543 23 , , , work_sgdejolmezfsfeseqbroy6peum 543 24 within within IN work_sgdejolmezfsfeseqbroy6peum 543 25 a a DT work_sgdejolmezfsfeseqbroy6peum 543 26 time time NN work_sgdejolmezfsfeseqbroy6peum 543 27 limit limit NN work_sgdejolmezfsfeseqbroy6peum 543 28 of of IN work_sgdejolmezfsfeseqbroy6peum 543 29 2 2 CD work_sgdejolmezfsfeseqbroy6peum 543 30 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 543 31 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 543 32 10 10 CD work_sgdejolmezfsfeseqbroy6peum 543 33 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 543 34 for for IN work_sgdejolmezfsfeseqbroy6peum 543 35 instance instance NN work_sgdejolmezfsfeseqbroy6peum 543 36 tho150 tho150 ADD work_sgdejolmezfsfeseqbroy6peum 543 37 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 543 38 and and CC work_sgdejolmezfsfeseqbroy6peum 543 39 30 30 CD work_sgdejolmezfsfeseqbroy6peum 543 40 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 543 41 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 543 42 . . . work_sgdejolmezfsfeseqbroy6peum 544 1 Table table NN work_sgdejolmezfsfeseqbroy6peum 544 2 8 8 CD work_sgdejolmezfsfeseqbroy6peum 544 3 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 544 4 the the DT work_sgdejolmezfsfeseqbroy6peum 544 5 computational computational JJ work_sgdejolmezfsfeseqbroy6peum 544 6 results result NNS work_sgdejolmezfsfeseqbroy6peum 544 7 of of IN work_sgdejolmezfsfeseqbroy6peum 544 8 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 544 9 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 544 10 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 544 11 on on IN work_sgdejolmezfsfeseqbroy6peum 544 12 the the DT work_sgdejolmezfsfeseqbroy6peum 544 13 set set NN work_sgdejolmezfsfeseqbroy6peum 544 14 of of IN work_sgdejolmezfsfeseqbroy6peum 544 15 114 114 CD work_sgdejolmezfsfeseqbroy6peum 544 16 easy easy JJ work_sgdejolmezfsfeseqbroy6peum 544 17 QAP QAP NNP work_sgdejolmezfsfeseqbroy6peum 544 18 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 544 19 of of IN work_sgdejolmezfsfeseqbroy6peum 544 20 the the DT work_sgdejolmezfsfeseqbroy6peum 544 21 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 544 22 . . . work_sgdejolmezfsfeseqbroy6peum 545 1 For for IN work_sgdejolmezfsfeseqbroy6peum 545 2 all all PDT work_sgdejolmezfsfeseqbroy6peum 545 3 these these DT work_sgdejolmezfsfeseqbroy6peum 545 4 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 545 5 , , , work_sgdejolmezfsfeseqbroy6peum 545 6 each each DT work_sgdejolmezfsfeseqbroy6peum 545 7 run run NN work_sgdejolmezfsfeseqbroy6peum 545 8 of of IN work_sgdejolmezfsfeseqbroy6peum 545 9 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 545 10 can can MD work_sgdejolmezfsfeseqbroy6peum 545 11 attain attain VB work_sgdejolmezfsfeseqbroy6peum 545 12 the the DT work_sgdejolmezfsfeseqbroy6peum 545 13 best well RBS work_sgdejolmezfsfeseqbroy6peum 545 14 known know VBN work_sgdejolmezfsfeseqbroy6peum 545 15 result result NN work_sgdejolmezfsfeseqbroy6peum 545 16 with with IN work_sgdejolmezfsfeseqbroy6peum 545 17 a a DT work_sgdejolmezfsfeseqbroy6peum 545 18 computing computing NN work_sgdejolmezfsfeseqbroy6peum 545 19 time time NN work_sgdejolmezfsfeseqbroy6peum 545 20 ranging range VBG work_sgdejolmezfsfeseqbroy6peum 545 21 from from IN work_sgdejolmezfsfeseqbroy6peum 545 22 0 0 CD work_sgdejolmezfsfeseqbroy6peum 545 23 second second RB work_sgdejolmezfsfeseqbroy6peum 545 24 to to IN work_sgdejolmezfsfeseqbroy6peum 545 25 at at IN work_sgdejolmezfsfeseqbroy6peum 545 26 most most RBS work_sgdejolmezfsfeseqbroy6peum 545 27 2.5 2.5 CD work_sgdejolmezfsfeseqbroy6peum 545 28 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 545 29 . . . work_sgdejolmezfsfeseqbroy6peum 546 1 25 25 CD work_sgdejolmezfsfeseqbroy6peum 546 2 Table table NN work_sgdejolmezfsfeseqbroy6peum 546 3 7 7 CD work_sgdejolmezfsfeseqbroy6peum 546 4 : : : work_sgdejolmezfsfeseqbroy6peum 546 5 Computational computational JJ work_sgdejolmezfsfeseqbroy6peum 546 6 results result NNS work_sgdejolmezfsfeseqbroy6peum 546 7 of of IN work_sgdejolmezfsfeseqbroy6peum 546 8 the the DT work_sgdejolmezfsfeseqbroy6peum 546 9 proposed propose VBN work_sgdejolmezfsfeseqbroy6peum 546 10 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 546 11 algorithm algorithm NNP work_sgdejolmezfsfeseqbroy6peum 546 12 with with IN work_sgdejolmezfsfeseqbroy6peum 546 13 a a DT work_sgdejolmezfsfeseqbroy6peum 546 14 time time NN work_sgdejolmezfsfeseqbroy6peum 546 15 limit limit NN work_sgdejolmezfsfeseqbroy6peum 546 16 of of IN work_sgdejolmezfsfeseqbroy6peum 546 17 2 2 CD work_sgdejolmezfsfeseqbroy6peum 546 18 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 546 19 and and CC work_sgdejolmezfsfeseqbroy6peum 546 20 30 30 CD work_sgdejolmezfsfeseqbroy6peum 546 21 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 546 22 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 546 23 on on IN work_sgdejolmezfsfeseqbroy6peum 546 24 the the DT work_sgdejolmezfsfeseqbroy6peum 546 25 set set NN work_sgdejolmezfsfeseqbroy6peum 546 26 of of IN work_sgdejolmezfsfeseqbroy6peum 546 27 21 21 CD work_sgdejolmezfsfeseqbroy6peum 546 28 hard hard JJ work_sgdejolmezfsfeseqbroy6peum 546 29 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 546 30 from from IN work_sgdejolmezfsfeseqbroy6peum 546 31 the the DT work_sgdejolmezfsfeseqbroy6peum 546 32 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 546 33 . . . work_sgdejolmezfsfeseqbroy6peum 547 1 Columns column NNS work_sgdejolmezfsfeseqbroy6peum 547 2 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 547 3 % % NN work_sgdejolmezfsfeseqbroy6peum 547 4 δ̄best δ̄best NN work_sgdejolmezfsfeseqbroy6peum 547 5 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 547 6 , , , work_sgdejolmezfsfeseqbroy6peum 547 7 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 547 8 % % NN work_sgdejolmezfsfeseqbroy6peum 547 9 δ̄avg δ̄avg NNP work_sgdejolmezfsfeseqbroy6peum 547 10 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 547 11 and and CC work_sgdejolmezfsfeseqbroy6peum 547 12 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 547 13 % % NN work_sgdejolmezfsfeseqbroy6peum 547 14 δ̄worst δ̄worst '' work_sgdejolmezfsfeseqbroy6peum 547 15 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 547 16 show show NN work_sgdejolmezfsfeseqbroy6peum 547 17 respectively respectively RB work_sgdejolmezfsfeseqbroy6peum 547 18 the the DT work_sgdejolmezfsfeseqbroy6peum 547 19 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 547 20 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 547 21 of of IN work_sgdejolmezfsfeseqbroy6peum 547 22 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 547 23 best good JJS work_sgdejolmezfsfeseqbroy6peum 547 24 , , , work_sgdejolmezfsfeseqbroy6peum 547 25 average average JJ work_sgdejolmezfsfeseqbroy6peum 547 26 , , , work_sgdejolmezfsfeseqbroy6peum 547 27 and and CC work_sgdejolmezfsfeseqbroy6peum 547 28 worst bad JJS work_sgdejolmezfsfeseqbroy6peum 547 29 solution solution NN work_sgdejolmezfsfeseqbroy6peum 547 30 from from IN work_sgdejolmezfsfeseqbroy6peum 547 31 the the DT work_sgdejolmezfsfeseqbroy6peum 547 32 best well RBS work_sgdejolmezfsfeseqbroy6peum 547 33 - - HYPH work_sgdejolmezfsfeseqbroy6peum 547 34 known know VBN work_sgdejolmezfsfeseqbroy6peum 547 35 solution solution NN work_sgdejolmezfsfeseqbroy6peum 547 36 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 547 37 BKR BKR NNP work_sgdejolmezfsfeseqbroy6peum 547 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 547 39 over over IN work_sgdejolmezfsfeseqbroy6peum 547 40 all all PDT work_sgdejolmezfsfeseqbroy6peum 547 41 the the DT work_sgdejolmezfsfeseqbroy6peum 547 42 trials trial NNS work_sgdejolmezfsfeseqbroy6peum 547 43 ; ; : work_sgdejolmezfsfeseqbroy6peum 547 44 Column column NN work_sgdejolmezfsfeseqbroy6peum 547 45 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 547 46 tavg(min tavg(min NFP work_sgdejolmezfsfeseqbroy6peum 547 47 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 547 48 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 547 49 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 547 50 the the DT work_sgdejolmezfsfeseqbroy6peum 547 51 average average JJ work_sgdejolmezfsfeseqbroy6peum 547 52 computing computing NN work_sgdejolmezfsfeseqbroy6peum 547 53 time time NN work_sgdejolmezfsfeseqbroy6peum 547 54 in in IN work_sgdejolmezfsfeseqbroy6peum 547 55 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 547 56 when when WRB work_sgdejolmezfsfeseqbroy6peum 547 57 the the DT work_sgdejolmezfsfeseqbroy6peum 547 58 best good JJS work_sgdejolmezfsfeseqbroy6peum 547 59 solution solution NN work_sgdejolmezfsfeseqbroy6peum 547 60 in in IN work_sgdejolmezfsfeseqbroy6peum 547 61 each each DT work_sgdejolmezfsfeseqbroy6peum 547 62 trial trial NN work_sgdejolmezfsfeseqbroy6peum 547 63 was be VBD work_sgdejolmezfsfeseqbroy6peum 547 64 attained attain VBN work_sgdejolmezfsfeseqbroy6peum 547 65 . . . work_sgdejolmezfsfeseqbroy6peum 548 1 Problem problem NN work_sgdejolmezfsfeseqbroy6peum 548 2 Time Time NNP work_sgdejolmezfsfeseqbroy6peum 548 3 limit limit NN work_sgdejolmezfsfeseqbroy6peum 548 4 of of IN work_sgdejolmezfsfeseqbroy6peum 548 5 2 2 CD work_sgdejolmezfsfeseqbroy6peum 548 6 hours hour NNS work_sgdejolmezfsfeseqbroy6peum 548 7 Time time NN work_sgdejolmezfsfeseqbroy6peum 548 8 limit limit NN work_sgdejolmezfsfeseqbroy6peum 548 9 of of IN work_sgdejolmezfsfeseqbroy6peum 548 10 30 30 CD work_sgdejolmezfsfeseqbroy6peum 548 11 minutes minute NNS work_sgdejolmezfsfeseqbroy6peum 548 12 Name Name NNP work_sgdejolmezfsfeseqbroy6peum 548 13 BKS BKS NNP work_sgdejolmezfsfeseqbroy6peum 548 14 % % NN work_sgdejolmezfsfeseqbroy6peum 548 15 δ̄best δ̄best NNP work_sgdejolmezfsfeseqbroy6peum 548 16 % % NN work_sgdejolmezfsfeseqbroy6peum 548 17 δ̄avg δ̄avg IN work_sgdejolmezfsfeseqbroy6peum 548 18 % % NN work_sgdejolmezfsfeseqbroy6peum 548 19 δ̄worst δ̄worst ADD work_sgdejolmezfsfeseqbroy6peum 548 20 tavg(m tavg(m NNP work_sgdejolmezfsfeseqbroy6peum 548 21 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 22 % % NN work_sgdejolmezfsfeseqbroy6peum 548 23 δ̄best δ̄best NNP work_sgdejolmezfsfeseqbroy6peum 548 24 % % NN work_sgdejolmezfsfeseqbroy6peum 548 25 δ̄avg δ̄avg IN work_sgdejolmezfsfeseqbroy6peum 548 26 % % NN work_sgdejolmezfsfeseqbroy6peum 548 27 δ̄worst δ̄worst ADD work_sgdejolmezfsfeseqbroy6peum 548 28 tavg(m tavg(m FW work_sgdejolmezfsfeseqbroy6peum 548 29 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 30 tai40a tai40a JJR work_sgdejolmezfsfeseqbroy6peum 548 31 3139370 3139370 CD work_sgdejolmezfsfeseqbroy6peum 548 32 0.000(2 0.000(2 NN work_sgdejolmezfsfeseqbroy6peum 548 33 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 34 0.059 0.059 CD work_sgdejolmezfsfeseqbroy6peum 548 35 0.074 0.074 CD work_sgdejolmezfsfeseqbroy6peum 548 36 8.1 8.1 CD work_sgdejolmezfsfeseqbroy6peum 548 37 0.000(1 0.000(1 CD work_sgdejolmezfsfeseqbroy6peum 548 38 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 39 0.067 0.067 CD work_sgdejolmezfsfeseqbroy6peum 548 40 0.074 0.074 CD work_sgdejolmezfsfeseqbroy6peum 548 41 3.7 3.7 CD work_sgdejolmezfsfeseqbroy6peum 548 42 tai50a tai50a NNP work_sgdejolmezfsfeseqbroy6peum 548 43 4938796 4938796 CD work_sgdejolmezfsfeseqbroy6peum 548 44 0.000(2 0.000(2 CD work_sgdejolmezfsfeseqbroy6peum 548 45 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 46 0.131 0.131 CD work_sgdejolmezfsfeseqbroy6peum 548 47 0.291 0.291 CD work_sgdejolmezfsfeseqbroy6peum 548 48 42.0 42.0 CD work_sgdejolmezfsfeseqbroy6peum 548 49 0.053(0 0.053(0 CD work_sgdejolmezfsfeseqbroy6peum 548 50 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 51 0.264 0.264 CD work_sgdejolmezfsfeseqbroy6peum 548 52 0.409 0.409 CD work_sgdejolmezfsfeseqbroy6peum 548 53 3.8 3.8 CD work_sgdejolmezfsfeseqbroy6peum 548 54 tai60a tai60a CD work_sgdejolmezfsfeseqbroy6peum 548 55 7205962 7205962 CD work_sgdejolmezfsfeseqbroy6peum 548 56 0.000(2 0.000(2 NN work_sgdejolmezfsfeseqbroy6peum 548 57 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 58 0.144 0.144 CD work_sgdejolmezfsfeseqbroy6peum 548 59 0.259 0.259 CD work_sgdejolmezfsfeseqbroy6peum 548 60 67.5 67.5 CD work_sgdejolmezfsfeseqbroy6peum 548 61 0.165(0 0.165(0 CD work_sgdejolmezfsfeseqbroy6peum 548 62 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 63 0.307 0.307 CD work_sgdejolmezfsfeseqbroy6peum 548 64 0.369 0.369 CD work_sgdejolmezfsfeseqbroy6peum 548 65 13.9 13.9 CD work_sgdejolmezfsfeseqbroy6peum 548 66 tai80a tai80a CD work_sgdejolmezfsfeseqbroy6peum 548 67 13499184 13499184 CD work_sgdejolmezfsfeseqbroy6peum 548 68 0.246(0 0.246(0 CD work_sgdejolmezfsfeseqbroy6peum 548 69 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 70 0.426 0.426 CD work_sgdejolmezfsfeseqbroy6peum 548 71 0.561 0.561 CD work_sgdejolmezfsfeseqbroy6peum 548 72 65.8 65.8 CD work_sgdejolmezfsfeseqbroy6peum 548 73 0.430(0 0.430(0 CD work_sgdejolmezfsfeseqbroy6peum 548 74 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 75 0.563 0.563 CD work_sgdejolmezfsfeseqbroy6peum 548 76 0.670 0.670 CD work_sgdejolmezfsfeseqbroy6peum 548 77 16.4 16.4 CD work_sgdejolmezfsfeseqbroy6peum 548 78 tai100a tai100a CD work_sgdejolmezfsfeseqbroy6peum 548 79 21052466 21052466 CD work_sgdejolmezfsfeseqbroy6peum 548 80 0.269(0 0.269(0 CD work_sgdejolmezfsfeseqbroy6peum 548 81 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 82 0.405 0.405 CD work_sgdejolmezfsfeseqbroy6peum 548 83 0.550 0.550 CD work_sgdejolmezfsfeseqbroy6peum 548 84 44.1 44.1 CD work_sgdejolmezfsfeseqbroy6peum 548 85 0.340(0 0.340(0 CD work_sgdejolmezfsfeseqbroy6peum 548 86 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 87 0.582 0.582 CD work_sgdejolmezfsfeseqbroy6peum 548 88 0.715 0.715 CD work_sgdejolmezfsfeseqbroy6peum 548 89 11.2 11.2 CD work_sgdejolmezfsfeseqbroy6peum 548 90 tai50b tai50b CD work_sgdejolmezfsfeseqbroy6peum 548 91 458821517 458821517 CD work_sgdejolmezfsfeseqbroy6peum 548 92 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 548 93 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 94 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 95 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 96 1.2 1.2 CD work_sgdejolmezfsfeseqbroy6peum 548 97 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 548 98 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 99 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 100 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 101 1.2 1.2 CD work_sgdejolmezfsfeseqbroy6peum 548 102 tai60b tai60b CD work_sgdejolmezfsfeseqbroy6peum 548 103 608215054 608215054 CD work_sgdejolmezfsfeseqbroy6peum 548 104 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 548 105 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 106 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 107 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 108 5.2 5.2 CD work_sgdejolmezfsfeseqbroy6peum 548 109 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 548 110 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 111 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 112 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 113 5.2 5.2 CD work_sgdejolmezfsfeseqbroy6peum 548 114 tai80b tai80b NNP work_sgdejolmezfsfeseqbroy6peum 548 115 818415043 818415043 CD work_sgdejolmezfsfeseqbroy6peum 548 116 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 548 117 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 118 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 119 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 120 31.3 31.3 CD work_sgdejolmezfsfeseqbroy6peum 548 121 0.000(9 0.000(9 CD work_sgdejolmezfsfeseqbroy6peum 548 122 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 123 0.028 0.028 CD work_sgdejolmezfsfeseqbroy6peum 548 124 0.283 0.283 CD work_sgdejolmezfsfeseqbroy6peum 548 125 3.1 3.1 CD work_sgdejolmezfsfeseqbroy6peum 548 126 tai100b tai100b SYM work_sgdejolmezfsfeseqbroy6peum 548 127 1185996137 1185996137 CD work_sgdejolmezfsfeseqbroy6peum 548 128 0.000(10 0.000(10 : work_sgdejolmezfsfeseqbroy6peum 548 129 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 130 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 131 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 132 13.6 13.6 CD work_sgdejolmezfsfeseqbroy6peum 548 133 0.000(8 0.000(8 CD work_sgdejolmezfsfeseqbroy6peum 548 134 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 135 0.028 0.028 CD work_sgdejolmezfsfeseqbroy6peum 548 136 0.100 0.100 CD work_sgdejolmezfsfeseqbroy6peum 548 137 7.9 7.9 CD work_sgdejolmezfsfeseqbroy6peum 548 138 tai150b tai150b CD work_sgdejolmezfsfeseqbroy6peum 548 139 498896643 498896643 CD work_sgdejolmezfsfeseqbroy6peum 548 140 0.000(1 0.000(1 CD work_sgdejolmezfsfeseqbroy6peum 548 141 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 142 0.060 0.060 CD work_sgdejolmezfsfeseqbroy6peum 548 143 0.365 0.365 CD work_sgdejolmezfsfeseqbroy6peum 548 144 78.1 78.1 CD work_sgdejolmezfsfeseqbroy6peum 548 145 0.000(1 0.000(1 CD work_sgdejolmezfsfeseqbroy6peum 548 146 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 147 0.198 0.198 CD work_sgdejolmezfsfeseqbroy6peum 548 148 0.225 0.225 CD work_sgdejolmezfsfeseqbroy6peum 548 149 15.0 15.0 CD work_sgdejolmezfsfeseqbroy6peum 548 150 sko72 sko72 CD work_sgdejolmezfsfeseqbroy6peum 548 151 66256 66256 CD 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work_sgdejolmezfsfeseqbroy6peum 548 188 0.000(10 0.000(10 . work_sgdejolmezfsfeseqbroy6peum 548 189 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 190 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 191 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 192 22.3 22.3 CD work_sgdejolmezfsfeseqbroy6peum 548 193 0.000(7 0.000(7 CD work_sgdejolmezfsfeseqbroy6peum 548 194 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 195 0.005 0.005 CD work_sgdejolmezfsfeseqbroy6peum 548 196 0.016 0.016 CD work_sgdejolmezfsfeseqbroy6peum 548 197 9.8 9.8 CD work_sgdejolmezfsfeseqbroy6peum 548 198 sko100b sko100b CD work_sgdejolmezfsfeseqbroy6peum 548 199 153890 153890 CD work_sgdejolmezfsfeseqbroy6peum 548 200 0.000(10 0.000(10 NFP work_sgdejolmezfsfeseqbroy6peum 548 201 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 202 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 203 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 204 56.5 56.5 CD work_sgdejolmezfsfeseqbroy6peum 548 205 0.000(7 0.000(7 CD 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work_sgdejolmezfsfeseqbroy6peum 548 224 0.000(9 0.000(9 CD work_sgdejolmezfsfeseqbroy6peum 548 225 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 226 0.006 0.006 CD work_sgdejolmezfsfeseqbroy6peum 548 227 0.065 0.065 CD work_sgdejolmezfsfeseqbroy6peum 548 228 20.9 20.9 CD work_sgdejolmezfsfeseqbroy6peum 548 229 0.000(6 0.000(6 CD work_sgdejolmezfsfeseqbroy6peum 548 230 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 231 0.024 0.024 CD work_sgdejolmezfsfeseqbroy6peum 548 232 0.176 0.176 CD work_sgdejolmezfsfeseqbroy6peum 548 233 11.45 11.45 CD work_sgdejolmezfsfeseqbroy6peum 548 234 sko100e sko100e NNP work_sgdejolmezfsfeseqbroy6peum 548 235 149150 149150 CD work_sgdejolmezfsfeseqbroy6peum 548 236 0.000(10 0.000(10 . work_sgdejolmezfsfeseqbroy6peum 548 237 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 238 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 239 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 240 11.9 11.9 CD work_sgdejolmezfsfeseqbroy6peum 548 241 0.000(10 0.000(10 NNS 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work_sgdejolmezfsfeseqbroy6peum 548 260 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 548 261 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 262 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 263 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 264 14.5 14.5 CD work_sgdejolmezfsfeseqbroy6peum 548 265 0.000(10 0.000(10 CD work_sgdejolmezfsfeseqbroy6peum 548 266 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 267 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 268 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 548 269 7.7 7.7 CD work_sgdejolmezfsfeseqbroy6peum 548 270 tho150 tho150 CD work_sgdejolmezfsfeseqbroy6peum 548 271 8133398 8133398 CD work_sgdejolmezfsfeseqbroy6peum 548 272 0.000(3 0.000(3 CD work_sgdejolmezfsfeseqbroy6peum 548 273 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 274 0.007 0.007 CD work_sgdejolmezfsfeseqbroy6peum 548 275 0.064 0.064 CD work_sgdejolmezfsfeseqbroy6peum 548 276 416.4 416.4 CD work_sgdejolmezfsfeseqbroy6peum 548 277 0.019(0 0.019(0 CD work_sgdejolmezfsfeseqbroy6peum 548 278 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 548 279 0.057 0.057 CD work_sgdejolmezfsfeseqbroy6peum 548 280 0.096 0.096 CD work_sgdejolmezfsfeseqbroy6peum 548 281 22.4 22.4 CD work_sgdejolmezfsfeseqbroy6peum 548 282 26 26 CD work_sgdejolmezfsfeseqbroy6peum 548 283 Table table NN work_sgdejolmezfsfeseqbroy6peum 548 284 8 8 CD work_sgdejolmezfsfeseqbroy6peum 548 285 : : : work_sgdejolmezfsfeseqbroy6peum 548 286 Computational computational JJ work_sgdejolmezfsfeseqbroy6peum 548 287 results result NNS work_sgdejolmezfsfeseqbroy6peum 548 288 of of IN work_sgdejolmezfsfeseqbroy6peum 548 289 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 548 290 BMA BMA NNP work_sgdejolmezfsfeseqbroy6peum 548 291 algorithm algorithm NN work_sgdejolmezfsfeseqbroy6peum 548 292 for for IN work_sgdejolmezfsfeseqbroy6peum 548 293 the the DT work_sgdejolmezfsfeseqbroy6peum 548 294 set set NN work_sgdejolmezfsfeseqbroy6peum 548 295 of of IN work_sgdejolmezfsfeseqbroy6peum 548 296 114 114 CD work_sgdejolmezfsfeseqbroy6peum 548 297 easy easy JJ work_sgdejolmezfsfeseqbroy6peum 548 298 instances instance NNS work_sgdejolmezfsfeseqbroy6peum 548 299 of of IN work_sgdejolmezfsfeseqbroy6peum 548 300 the the DT work_sgdejolmezfsfeseqbroy6peum 548 301 QAPLIB QAPLIB NNP work_sgdejolmezfsfeseqbroy6peum 548 302 . . . work_sgdejolmezfsfeseqbroy6peum 549 1 Column column NN work_sgdejolmezfsfeseqbroy6peum 549 2 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 549 3 BKR BKR NNP work_sgdejolmezfsfeseqbroy6peum 549 4 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 549 5 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 549 6 the the DT work_sgdejolmezfsfeseqbroy6peum 549 7 optimal optimal JJ work_sgdejolmezfsfeseqbroy6peum 549 8 / / SYM work_sgdejolmezfsfeseqbroy6peum 549 9 best best RB work_sgdejolmezfsfeseqbroy6peum 549 10 - - HYPH work_sgdejolmezfsfeseqbroy6peum 549 11 known know VBN work_sgdejolmezfsfeseqbroy6peum 549 12 result result NN work_sgdejolmezfsfeseqbroy6peum 549 13 ever ever RB work_sgdejolmezfsfeseqbroy6peum 549 14 reported report VBN work_sgdejolmezfsfeseqbroy6peum 549 15 in in IN work_sgdejolmezfsfeseqbroy6peum 549 16 the the DT work_sgdejolmezfsfeseqbroy6peum 549 17 literature literature NN work_sgdejolmezfsfeseqbroy6peum 549 18 . . . work_sgdejolmezfsfeseqbroy6peum 550 1 Column column NN work_sgdejolmezfsfeseqbroy6peum 550 2 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 550 3 # # NNP work_sgdejolmezfsfeseqbroy6peum 550 4 best′ best′ NNP work_sgdejolmezfsfeseqbroy6peum 550 5 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 550 6 the the DT work_sgdejolmezfsfeseqbroy6peum 550 7 number number NN work_sgdejolmezfsfeseqbroy6peum 550 8 of of IN work_sgdejolmezfsfeseqbroy6peum 550 9 times time NNS work_sgdejolmezfsfeseqbroy6peum 550 10 a a DT work_sgdejolmezfsfeseqbroy6peum 550 11 best well RBS work_sgdejolmezfsfeseqbroy6peum 550 12 - - HYPH work_sgdejolmezfsfeseqbroy6peum 550 13 known know VBN work_sgdejolmezfsfeseqbroy6peum 550 14 solution solution NN work_sgdejolmezfsfeseqbroy6peum 550 15 was be VBD work_sgdejolmezfsfeseqbroy6peum 550 16 found find VBN work_sgdejolmezfsfeseqbroy6peum 550 17 over over IN work_sgdejolmezfsfeseqbroy6peum 550 18 100 100 CD work_sgdejolmezfsfeseqbroy6peum 550 19 executions execution NNS work_sgdejolmezfsfeseqbroy6peum 550 20 ; ; : work_sgdejolmezfsfeseqbroy6peum 550 21 Column column NN work_sgdejolmezfsfeseqbroy6peum 550 22 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 550 23 % % NN work_sgdejolmezfsfeseqbroy6peum 550 24 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 550 25 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 550 26 shows show VBZ work_sgdejolmezfsfeseqbroy6peum 550 27 the the DT work_sgdejolmezfsfeseqbroy6peum 550 28 percentage percentage NN work_sgdejolmezfsfeseqbroy6peum 550 29 deviation deviation NN work_sgdejolmezfsfeseqbroy6peum 550 30 of of IN work_sgdejolmezfsfeseqbroy6peum 550 31 our -PRON- PRP$ work_sgdejolmezfsfeseqbroy6peum 550 32 average average JJ work_sgdejolmezfsfeseqbroy6peum 550 33 solution solution NN work_sgdejolmezfsfeseqbroy6peum 550 34 from from IN work_sgdejolmezfsfeseqbroy6peum 550 35 the the DT work_sgdejolmezfsfeseqbroy6peum 550 36 best well RBS work_sgdejolmezfsfeseqbroy6peum 550 37 - - HYPH work_sgdejolmezfsfeseqbroy6peum 550 38 known know VBN work_sgdejolmezfsfeseqbroy6peum 550 39 solution solution NN work_sgdejolmezfsfeseqbroy6peum 550 40 ( ( -LRB- work_sgdejolmezfsfeseqbroy6peum 550 41 BKR BKR NNP work_sgdejolmezfsfeseqbroy6peum 550 42 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 550 43 over over IN work_sgdejolmezfsfeseqbroy6peum 550 44 all all PDT work_sgdejolmezfsfeseqbroy6peum 550 45 the the DT work_sgdejolmezfsfeseqbroy6peum 550 46 trials trial NNS work_sgdejolmezfsfeseqbroy6peum 550 47 ; ; : work_sgdejolmezfsfeseqbroy6peum 550 48 Column column NN work_sgdejolmezfsfeseqbroy6peum 550 49 ‘ ' `` work_sgdejolmezfsfeseqbroy6peum 550 50 tavg(sec tavg(sec NFP work_sgdejolmezfsfeseqbroy6peum 550 51 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 550 52 ’ ' '' work_sgdejolmezfsfeseqbroy6peum 550 53 indicates indicate VBZ work_sgdejolmezfsfeseqbroy6peum 550 54 the the DT work_sgdejolmezfsfeseqbroy6peum 550 55 average average JJ work_sgdejolmezfsfeseqbroy6peum 550 56 computing computing NN work_sgdejolmezfsfeseqbroy6peum 550 57 time time NN work_sgdejolmezfsfeseqbroy6peum 550 58 in in IN work_sgdejolmezfsfeseqbroy6peum 550 59 seconds second NNS work_sgdejolmezfsfeseqbroy6peum 550 60 when when WRB work_sgdejolmezfsfeseqbroy6peum 550 61 the the DT work_sgdejolmezfsfeseqbroy6peum 550 62 best good JJS work_sgdejolmezfsfeseqbroy6peum 550 63 solution solution NN work_sgdejolmezfsfeseqbroy6peum 550 64 in in IN work_sgdejolmezfsfeseqbroy6peum 550 65 each each DT work_sgdejolmezfsfeseqbroy6peum 550 66 trial trial NN work_sgdejolmezfsfeseqbroy6peum 550 67 was be VBD work_sgdejolmezfsfeseqbroy6peum 550 68 attained attain VBN work_sgdejolmezfsfeseqbroy6peum 550 69 . . . work_sgdejolmezfsfeseqbroy6peum 551 1 Instance instance NN work_sgdejolmezfsfeseqbroy6peum 551 2 BKR BKR NNP work_sgdejolmezfsfeseqbroy6peum 551 3 # # $ work_sgdejolmezfsfeseqbroy6peum 551 4 best good JJS work_sgdejolmezfsfeseqbroy6peum 551 5 % % NN work_sgdejolmezfsfeseqbroy6peum 551 6 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 551 7 tavg(sec tavg(sec NFP work_sgdejolmezfsfeseqbroy6peum 551 8 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 551 9 Instance instance NN work_sgdejolmezfsfeseqbroy6peum 551 10 BKR BKR NNP work_sgdejolmezfsfeseqbroy6peum 551 11 # # $ work_sgdejolmezfsfeseqbroy6peum 551 12 best good JJS work_sgdejolmezfsfeseqbroy6peum 551 13 % % NN work_sgdejolmezfsfeseqbroy6peum 551 14 δ̄avg δ̄avg NN work_sgdejolmezfsfeseqbroy6peum 551 15 tavg(sec tavg(sec NFP work_sgdejolmezfsfeseqbroy6peum 551 16 ) ) -RRB- work_sgdejolmezfsfeseqbroy6peum 551 17 bur26a bur26a NNP work_sgdejolmezfsfeseqbroy6peum 551 18 5426670 5426670 CD work_sgdejolmezfsfeseqbroy6peum 551 19 100/100 100/100 VBZ work_sgdejolmezfsfeseqbroy6peum 551 20 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 551 21 0.8 0.8 CD work_sgdejolmezfsfeseqbroy6peum 551 22 tai20a tai20a NNP work_sgdejolmezfsfeseqbroy6peum 551 23 703482 703482 CD work_sgdejolmezfsfeseqbroy6peum 551 24 100/100 100/100 VBZ work_sgdejolmezfsfeseqbroy6peum 551 25 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 551 26 0.0 0.0 CD work_sgdejolmezfsfeseqbroy6peum 551 27 bur26b bur26b NNP work_sgdejolmezfsfeseqbroy6peum 551 28 3817852 3817852 CD work_sgdejolmezfsfeseqbroy6peum 551 29 100/100 100/100 VBZ work_sgdejolmezfsfeseqbroy6peum 551 30 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 551 31 0.8 0.8 CD work_sgdejolmezfsfeseqbroy6peum 551 32 tai25a tai25a NNS work_sgdejolmezfsfeseqbroy6peum 551 33 1167256 1167256 CD work_sgdejolmezfsfeseqbroy6peum 551 34 100/100 100/100 CD work_sgdejolmezfsfeseqbroy6peum 551 35 0.000 0.000 CD work_sgdejolmezfsfeseqbroy6peum 551 36 0.0 0.0 CD work_sgdejolmezfsfeseqbroy6peum 551 37 bur26c bur26c NN work_sgdejolmezfsfeseqbroy6peum 551 38 5426795 5426795 CD 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