id sid tid token lemma pos sn009w05j0c 1 1 this this DET sn009w05j0c 1 2 thesis thesis NOUN sn009w05j0c 1 3 details detail VERB sn009w05j0c 1 4 the the DET sn009w05j0c 1 5 development development NOUN sn009w05j0c 1 6 and and CCONJ sn009w05j0c 1 7 implementation implementation NOUN sn009w05j0c 1 8 of of ADP sn009w05j0c 1 9 a a DET sn009w05j0c 1 10 novel novel ADJ sn009w05j0c 1 11 design design NOUN sn009w05j0c 1 12 - - PUNCT sn009w05j0c 1 13 driven drive VERB sn009w05j0c 1 14 harmony harmony NOUN sn009w05j0c 1 15 search search NOUN sn009w05j0c 1 16 ( ( PUNCT sn009w05j0c 1 17 ddhs ddhs PROPN sn009w05j0c 1 18 ) ) PUNCT sn009w05j0c 1 19 , , PUNCT sn009w05j0c 1 20 derived derive VERB sn009w05j0c 1 21 from from ADP sn009w05j0c 1 22 the the DET sn009w05j0c 1 23 recently recently ADV sn009w05j0c 1 24 introduced introduce VERB sn009w05j0c 1 25 harmony harmony NOUN sn009w05j0c 1 26 search search NOUN sn009w05j0c 1 27 algorithm algorithm NOUN sn009w05j0c 1 28 , , PUNCT sn009w05j0c 1 29 in in ADP sn009w05j0c 1 30 a a DET sn009w05j0c 1 31 variety variety NOUN sn009w05j0c 1 32 of of ADP sn009w05j0c 1 33 steel steel NOUN sn009w05j0c 1 34 frame frame NOUN sn009w05j0c 1 35 optimization optimization NOUN sn009w05j0c 1 36 problems problem NOUN sn009w05j0c 1 37 . . PUNCT sn009w05j0c 2 1 by by ADP sn009w05j0c 2 2 using use VERB sn009w05j0c 2 3 constraint constraint NOUN sn009w05j0c 2 4 evaluation evaluation NOUN sn009w05j0c 2 5 data datum NOUN sn009w05j0c 2 6 from from ADP sn009w05j0c 2 7 vectors vector NOUN sn009w05j0c 2 8 stored store VERB sn009w05j0c 2 9 in in ADP sn009w05j0c 2 10 the the DET sn009w05j0c 2 11 harmony harmony NOUN sn009w05j0c 2 12 matrix matrix NOUN sn009w05j0c 2 13 and and CCONJ sn009w05j0c 2 14 using use VERB sn009w05j0c 2 15 logical logical ADJ sn009w05j0c 2 16 search search NOUN sn009w05j0c 2 17 neighborhoods neighborhood NOUN sn009w05j0c 2 18 to to PART sn009w05j0c 2 19 define define VERB sn009w05j0c 2 20 the the DET sn009w05j0c 2 21 appropriate appropriate ADJ sn009w05j0c 2 22 magnitude magnitude NOUN sn009w05j0c 2 23 and and CCONJ sn009w05j0c 2 24 direction direction NOUN sn009w05j0c 2 25 of of ADP sn009w05j0c 2 26 trial trial NOUN sn009w05j0c 2 27 solution solution NOUN sn009w05j0c 2 28 mutations mutation NOUN sn009w05j0c 2 29 , , PUNCT sn009w05j0c 2 30 ddhs ddh NOUN sn009w05j0c 2 31 demonstrates demonstrate VERB sn009w05j0c 2 32 improved improved ADJ sn009w05j0c 2 33 performance performance NOUN sn009w05j0c 2 34 over over ADP sn009w05j0c 2 35 other other ADJ sn009w05j0c 2 36 stochastic stochastic ADJ sn009w05j0c 2 37 algorithms algorithm NOUN sn009w05j0c 2 38 as as SCONJ sn009w05j0c 2 39 measured measure VERB sn009w05j0c 2 40 by by ADP sn009w05j0c 2 41 the the DET sn009w05j0c 2 42 optimality optimality NOUN sn009w05j0c 2 43 of of ADP sn009w05j0c 2 44 designs design NOUN sn009w05j0c 2 45 obtained obtain VERB sn009w05j0c 2 46 , , PUNCT sn009w05j0c 2 47 the the DET sn009w05j0c 2 48 frequency frequency NOUN sn009w05j0c 2 49 with with ADP sn009w05j0c 2 50 which which DET sn009w05j0c 2 51 optimal optimal ADJ sn009w05j0c 2 52 designs design NOUN sn009w05j0c 2 53 are be AUX sn009w05j0c 2 54 obtained obtain VERB sn009w05j0c 2 55 , , PUNCT sn009w05j0c 2 56 and and CCONJ sn009w05j0c 2 57 the the DET sn009w05j0c 2 58 amount amount NOUN sn009w05j0c 2 59 of of ADP sn009w05j0c 2 60 required require VERB sn009w05j0c 2 61 computational computational ADJ sn009w05j0c 2 62 cost cost NOUN sn009w05j0c 2 63 . . PUNCT sn009w05j0c 3 1 ddhs ddhs NOUN sn009w05j0c 3 2 is be AUX sn009w05j0c 3 3 validated validate VERB sn009w05j0c 3 4 in in ADP sn009w05j0c 3 5 seven seven NUM sn009w05j0c 3 6 standard standard ADJ sn009w05j0c 3 7 weight weight NOUN sn009w05j0c 3 8 minimization minimization NOUN sn009w05j0c 3 9 optimization optimization NOUN sn009w05j0c 3 10 examples example NOUN sn009w05j0c 3 11 . . PUNCT sn009w05j0c 4 1 additionally additionally ADV sn009w05j0c 4 2 , , PUNCT sn009w05j0c 4 3 ddhs ddhs NOUN sn009w05j0c 4 4 is be AUX sn009w05j0c 4 5 implemented implement VERB sn009w05j0c 4 6 in in ADP sn009w05j0c 4 7 optimizations optimization NOUN sn009w05j0c 4 8 in in ADP sn009w05j0c 4 9 which which PRON sn009w05j0c 4 10 frame frame NOUN sn009w05j0c 4 11 sections section NOUN sn009w05j0c 4 12 and and CCONJ sn009w05j0c 4 13 beam beam NOUN sn009w05j0c 4 14 fixities fixity NOUN sn009w05j0c 4 15 are be AUX sn009w05j0c 4 16 variable variable ADJ sn009w05j0c 4 17 and and CCONJ sn009w05j0c 4 18 the the DET sn009w05j0c 4 19 objective objective ADJ sn009w05j0c 4 20 function function NOUN sn009w05j0c 4 21 considers consider VERB sn009w05j0c 4 22 the the DET sn009w05j0c 4 23 high high ADJ sn009w05j0c 4 24 cost cost NOUN sn009w05j0c 4 25 of of ADP sn009w05j0c 4 26 moment moment NOUN sn009w05j0c 4 27 connections connection NOUN sn009w05j0c 4 28 . . PUNCT sn009w05j0c 5 1 when when SCONJ sn009w05j0c 5 2 paired pair VERB sn009w05j0c 5 3 with with ADP sn009w05j0c 5 4 standard standard ADJ sn009w05j0c 5 5 harmony harmony NOUN sn009w05j0c 5 6 search search NOUN sn009w05j0c 5 7 in in ADP sn009w05j0c 5 8 a a DET sn009w05j0c 5 9 two two NUM sn009w05j0c 5 10 - - PUNCT sn009w05j0c 5 11 phase phase NOUN sn009w05j0c 5 12 method method NOUN sn009w05j0c 5 13 proposed propose VERB sn009w05j0c 5 14 herein herein ADV sn009w05j0c 5 15 , , PUNCT sn009w05j0c 5 16 ddhs ddh NOUN sn009w05j0c 5 17 consistently consistently ADV sn009w05j0c 5 18 identifies identify VERB sn009w05j0c 5 19 optimal optimal ADJ sn009w05j0c 5 20 designs design NOUN sn009w05j0c 5 21 for for ADP sn009w05j0c 5 22 such such ADJ sn009w05j0c 5 23 connection connection NOUN sn009w05j0c 5 24 topology topology NOUN sn009w05j0c 5 25 optimizations optimization NOUN sn009w05j0c 5 26 . . PUNCT