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Algebra for Schools, $1.20 Key to Algebra for Schools, .... 1.20 Plane Geometry and Trigonometry, with Tables, 1.40 The Essentials of Trigonometry, . . . . 1.25 II. COLLEGE COURSE. Algebra for Colleges, . . . . . . $1.60 Key to Algebra for OoUeges, .... 1.60 Elements of Geometry, 1.60 Plane and Spherical Trigonometry, with Tables, 2.00 Trigonometry (separate), 1.50 Tables {separate)^ . . . . . • . 1.40 Elements of Analytic Geometry, . • . 1.50 Calculus {in pi'eparation), Astronomy (Newcomb and Holden,) . . 2.50 The same, Briefer Course, .... 1.40 HE/\fRY HOLT d CO.. Publishers, New York. STBWCOifB'S MATnEMATIOAL COURSE ELEMENTS OP THB DIFFERENTIAL AND INTEGRAL CALCULUS BY SIMOI^ ISTEWOOMB Ptofem>r of Mathematics in the Johns Hopkins University NEW YORK HENRY HOLT AND COMPANY 1887 AS €•7 A COPYMOHT, 1887, BY HENRY HOLT & CO. use; iU PREFACE. The present work is intended to contain about as much of the Calcuhis as an undergraduate student, either in Arts or Science, can be expected to master during his regular course. He may find more exercises than he has time to work out; in this case it is suggested that he only work enough to show that he understands the principles they are designed to elucidate. The most difficult question which arises in treating the subject is how the first principles should be presented to the mind of the beginner. The author has deemed it best to be- gin by laying down the logical basis on which the whole superstructure must ultimately rest. It is now well under- stood that the method of limits forms the only rigorous basis for the infinitesimal calculus, and that infinitesimals can be used with logical rigor only when based on this method, that is, when considered as quantities approaching zero as their limit. When thus defined, no logical difficulty arises in their use; they flow naturally from the conception of limits, and they are therefore introduced at an early stage in the present work. The fundamental principles on which the use of infinitesi- mals is based are laid down in the second chapter. But it is not to be expected that a beginner will fully grasp these prin- ciples un'il he has become familiar with the mechanical pro- cess of differentiation, and with the application of the calcu- IV PREFACE. lus to special problems. It may therefore be found best to begin with a single careful reading of the chapter, and after- ward to use it for reference a^ the student finds occasion to apply the principles laid down in it. The author is indebted to several friends for advice and assistance in the final revision of the work. Professor John E. Clark of the Sheffield Scientific School and Dr. Fabian Franklin of the Johns Hopkins University supplied sugges- tions and criticisms which proved very helpful in putting the first three chapters into shape. Miss E. P. Brown of Wash- ington has read all the proofs, solving most of the problems as she went along in order to test their suitability. nd best to and after- occasion to idvice and issor John )r. Fabian 3d sugges- utting the I of Wash- roblems as CONTENTS. PART I. THE DIFFERENTIAL 0/LGULU8. Chapter I. Of "V abiables and Functions ^1. Nature of Functions. 2. Their Classification. 3. anc- tional Notation. 4. Functions of Severa' Variables. 5. Func- tions of Functions. 6. Product of the First n Numbers. 7. Pi- nomial CoeflScients. 8. Graphic Representation of Functions. 9. Continuity and Discontiauity of Functions. 10. Many valued Functions. PAGE 3 •j^ Chapter II. Of Limits and Infinitesimals 17 § 11. Limits. 12. Infinites and Infinitesimals. 13. Properties. 14. Orders of Infinitesimals. 16. Orders of Infinites. Chapter III. Of Differentials and Derfvativrs 25 §16. Increments of Variables. 17. First Idea of Differentials and Derivatives. 18. Illustrations. 19. Illustration by Velocities. 20. Geom trical Illustration. Chapter IV. Dk::perentiation of Explicit Functions 31 § 21. The P "ocess of Dilierentiation in General. 23. Differen- tials of Sums. 23. Differential of a Multiple. 24. Differential of a Constant. 25. Differentials of Products and Powers. 26. Dif- ferential of a Quotient of Two Variables. 27. Differentials of Ir- rational Expressions. 28. Logarithmic Functions. ?9. Expo- nential Functions. 30. The Trigonometric Functions. 31. Cir- cular Functions. 32. Logarithmic Differentiation. 33. Velocity or Derivative with Respect to the Time. Chapter V. Functions of Several Variables and Impli- cit Functions 54 § 34. Partial Differentials and Derivatives. 35. Total Differen- tials. 36. Principles involved in Partial Differentiation. 37. Dif- ▼I CONTENTS. fcrentiation of Implicit Funciious. 88. Implicit Functions of Sev- eral Variables. 89. Case of Implicit Functions expressed by Simultaneous Equations. 40. Functions of Functions. 41. Func- tions of Variables, some of which are Functions of tlie Others. 42. Extension of the Principle. 48. Nomenclature of Partial Derivatives. 44. Dependence of the Derivative upon the Form of the Function. PASE Chapter VI. Derivatives op Higher Orders 74 ^45. Second Derivatives. 46. Derivatives of Any Order. 47. Special Forms of Derivatives of Circular and Exponential Functions. 48. Successive Derivatives of an Implicit Function. 40. Successive Derivatives of a Product. 50. Successive Deriva- tives with Respect to Several Equicrescent Variables. 51. Result of Successive Differentiations independent of the Order of the Differentiations. 52. Notation for Powers of a Differential or Derivative. Chapter VII. Special Cases op Successive Derivatives. . . 86 § 53. Successive Derivatives of a Power of a Derivative. 54. De- rivatives of Functions of Functions. 55. Change of the Equicres- cent Variable. 56. Two Variables connected by a Third. Chapter VIII. Developments in Series 95 § 57. Classification of Series. 58. Convergence and Divergence of Series. 59. Maclaurin's Theorem. 60. Ratio of the Circum- ference of a Circle to its Diameter, 61. Use of Symbolic Nota- tion for Derivatives. 62. Taylor's Theorem. 63. Identity of Taylor's and Maclaurin's Theorems. 64. Cases of Failure of Taylor's and Maclaurin's Theorems. 65. Extension of Taylor's Theorem to Functions of Several Variables. 66. Hyperbolic Functions. Chapter IX. Maxima and Minima op Functions op a Sin- gle Variable 117 §67. Definition of Maximum Value and Minimum Value. 68. Method of finding Maximum and Minimum Values of a Func- tion. 69. Case when the Function which is to be a Maximum or Minimum is expressed as a Function of Two or More Varir.bles connected by Equations of Condition. Chapter X. Indeterminate Forms 128 §70. Examples of Indeterminate Forms. 71. Evaluation of 73. Form co — oo. 00 75. Forms 0° and 00 °. the Form— . 72. Forms — and X oo, 00 CONTENTS. VU Vkom CnAPTER XI. Op Plane Curves 187 ^ 76. Forms of the Eiiuiitions c. Curves. 77. Indnitcsimal Ele- ments of Curves. 78. Properties of Intinitesimul Arcs and Chords. 70. Expressions for Elements of Curves. 80. Equa- tions of Certain Noteworthy Curves. The Cycloid. 81. The Lemniscate. 83. The Archimedean Spiral. 88. The Logarith- mic Spiral. Chapter XII. Tangents and Normals 147 ^84. Tangent and Normal compared with Subtangent and Subnormal. 85. General Equation for a Tangent. 86. Sub- tangent and Subnormal. 87. Moditied Forms of the Equation. 88. Tangents and Normals to the Conic Sections. 80. Length of the Perpendicular from the Origin upon a Tangent or Normal. 00. Tangent and Normal in Polar Co-ordinates. 01. Perpendicidar from the Pole ujion the Tangent or Normal. 03. Equation of Tangent and Normal derived from Polar Equation of the Curve. Chapter XIII. Op Asymptotes, Singular Points and Curve-tracing 157 §03. Asymptotes. 04. Examples of Asympt'^tes. 05, Points of Inflection. 06. Singular Points of Curves. 07. Condition of Singular Points. 08. Examples of Double points. 00. Curve- tracing. Chapter XIV. Tiieory op Envelopes 169 §100. Envelope of a Family of Lines. 101. All Lines of a Family tangent to the Envelope. 103. Examples and Applications. Chapter XV. Op Curvature, Evolutes and Tnvolui'es 180 § 103. Position; Direction; Curvature. 104. Contacts of DiflFer- ent Orders. 105. Intersection or Non-intersection of Curves ac- cording to the Order of Contact. 106. Radius of Curvature. 107. The Osculating Circle. 108. Radius ol Curvature when the Abscissa is not taken as the Independent Variable. 100. Ra- dius of Curvature of a Curve referred to Polar Co-ordinates. 110. Evolutes and Involutes. 111. Case of an Auxiliary Variable. 113. The Evolutc of the Parabola. 113. E volute of the Ellipse. 114. Evolute of the Cycloid. 115. Fundamental Properties of the Evolute. 110. Involutes. VIU CONTENTS. PART II. THE INTEGRAL CALCULUS. PAOB CiiAPTEB I. The Elementary Forms op Integration 201 ^117. Deflnition of Integrutiou. 118. Arbitrary Constant of InUjgratlon. 110. Integration of Entire Functions. 120. Tiie Logaritliinic Function. 121. Another Metliod of obtaining the Logarithmic Integral. 122. Exponential Functions. 128. The Elementary Forms of Integration. Chapter II. Inteqrals immediately reducible to the Elementary Forms 209 § 124. Integrals reducible to the Form / y^dy. 125. Appli- cation to the Case of a Falling Body. 126. lieduction to the Loga- rithmic Form. 127. Trigonometric Forms. 128. Integration of and ~ -::. 129. Integrals of the Form / - 131. a" 4" ** «* — «■■'' • o J a-\-bx-\-eji^^' 130. Inverse Sines and Cosines as Integrals. 131. Two Forms of Integrals expressed by Circular Functions. 132. Integration of 183. Integration of - ^ ^ ;;■ 134. Exponen- t/a'^ T x^ tial Forms. Chapter III. ^a-\-bx ± Gxi^ Integration by Rational Transformations. . 222 x^dx , xdx §185. Integration of ^-^^^-dir, and «« "''{a-\-bx)» a-\-bx±cx'*' 136. Reduction of Rational Fractions in general. 137. Integra- tion by Parts. Chapter IV. Integration op Irrational Algebraic Dip- perentials 233 §138. When Fractional Powers of the Independent Variable enter into the Expression. 139. Cases when the Given Differen- tial Contains an Irrational Quantity of the Form i^a -{- bx -{- cx^. dv 140. Integration of dO = — . 141. General Theory r yar"^ -\-hr - \ of Irrational Binomial Differentials. 142. Special Cases when m -f- 1 =: w, or m-\-\ -\- np = — n. 143. Forms of Reduction of Irrational Binomials. 144. Formulae A and B, in which m is increased or diminished by n. 145. Formulae C and D, in which p is increased or diminished by 1. 146. Effect of the Formulae. 147. Case of Failure in this Reduction. CONTENTS. PAOK Chapter V. Integration of Transcendent Functions 246 ^ 148. Integration of / «"•* cos nxdx and / «m* sin nxdx. 149. Integration of sin'" a; co8'» xdx. 150. Special Cases of / sin"* x (Ix cos^xdx. 151. Integration of ——T-;; , — j — ~. 152. Integra- * m' sm^ X -f- ii' cos^ x " dy tion of — I — i in' sin"'' X -f- n' cos" x' 153. Special Cases of the Last Two Forms. a + * cos //■ 154. Integration of sin mx cos nxdx. 155. Integration by Devel- opment in Series. Chapter VI. Of Definite Inteoralb 265 ^156. Successive Increments of a Variable. 157. Differential of an Area. 158. The Formation of a Definite Integial. 150. Two Conceptions of a Definite Integral. 100. Differentiation of a Definite Integral witli respect to its Limits. 161. Examples and Exerci.ses in finding Definite Integrals. 162. Failure of the Method when the Function becomes Infinite. 163. Clmnge of Variable in Definite Integrals. 164. Subdivision of a Definite In- tegral. 165. Definite Integrals through Integration by Parts. Chapter VII. Successivb Integration 272 § 166. Differentiation under the Sign of Integration. 167. Ap- plication of the Principle to Definite Integrals. 168. Integration by means of Differentiating Known Integrals. 169. Application to a Special Case. 170. Double Integrals. 171. Value of a Func- tion of Two Variables obtained from its Second Derivative. 173. Triple and Multiple Integrals. 173. Definite Double Inte- grals. 174. Definite Triple and Multiple Integrals. 175. Product of Chapter VIII. Rectification and Quadrature §177. The Rectification of Curves. 178. The Parabola. 179. The Ellipse. 180. The Cycloid. 181. The Archimedean Spiral. 182. The Logarithmic Spiral. 183. The Quadrature of Plane Figures. 184. The Parabola. 185. The Circle and the Ellipse. 18G. The Hyperbola. 187. The Lemniscate. 188. The Cycloid. Chapter IX. The Cubature op VoiiUMES §189. General Formula). 190. The Sphere. 191. The Pyra- mid. 192. The Ellipsoid. 193. Volume of any Solid of Revolu- tion. 194. The Paraboloid of Revolution. 195. The Volume gen- erated by the Revolution of a Cycloid around its Base. 196. The Hyperboloid of Revolution of Two Nai)pes. 197. Ring-shaped Solids of Revolution. 198. Application to the Circular Ring. 199. Quadrature of Surfaces of Revolution. 200. Examples of Surfaces of Revolution. 285 297 :•! PART I. THE DIFFERENTIAL CALCULUS. I ill USE OF THE SYMBOL = The symbol = of identity as employed in this work indi- cates that the single letter on one side of it is used to repre- sent the expression or thing defined on the other side of it. When the single letter precedes the symbol =, the latter may commonly be read is put for, or is defined as. Wnen the single letter follows the symbol, the latter may be read which let ns call. In each case the equality of the quantities on each side of E does not follow from anything that precedes, but is assumed at the moment. But having once made this assumption, any equations which may flow from it are expressed by the sign =, as usual. I PART I. THE DIFFERENTIAL CALCULUS. s work indi- ed to repre- side of it. E, the latter s, 3 latter may sach side of is assumed tnption, any 3y the sign % CHAPTER I. OF VARIABLES AND FUNCTIONS. 1. In the higher mathematics we conceive ourselves to be dealing Avith pairs of quantities so related that the value of one depends upon that of the other. For each value which wo assign to one we conceive that there is a corresponding value of the other. For example, the time required to perform a journey is a function of the distance to be travelled, because, other things being equal, the time varies when the distance varies. We study the relation between two such quantities by as- signing values at pleasure to one, r.nd ascertaining and com- paring the corresponding values of the other. The quantity to which we assign values at pleasure is called the independent variable. The quantity whose values depend upon those of the inde- pendent variable is called a function of that variable. Example I. If a train travels at the rate of 30 miles an I hour, and if we ask hoAv long it will take the train to travel 15 miles, 30 miles, 60 miles, 900 miles, etc., we shall have for the corresponding times, or functions of the distances, half an hour, one hour, two hours, thirty liours, etc. THE DIFFERENTIAL CALCULUS. I In thinking thus we consider the distance to be travelled as the independent variable, and the time as the function of the distance. Example II. If between the quantities x and y wo have the equation y = 2ax^f we may suppose a; = - 1, 0, + 1, + 2, + 3, etc., and we shaU then have y = 2a, 0, 2a, Sa, 18a, etc. Here x is taken as the independent variable, and y as the function of x. For each value we assign to x there is a corre- sponding value of y. When the relation between the two quantities is expressed by means of an equation between symbolic expressions, the one is called an analytic function of the other. An anal}i;ic function is said to be Explicit when the symbol which represents it stands alone on one side of the equation; Implicit when it does not so stand alone. Example. In the above equation y is an explicit function of X. But if we have the equation y' + ^y = x\ then for each value of x there will be a certain value of y, which will be found by solving the equation, considering y as the unknown quantity. Here y is still a function of x, be- cause to each value of x corresponds a certain value of y, but because y does not stand alone on one side of the equation it is called an implicit function. Kemark. The difference between explicit and implicit functions is merely one of form, arising from the different ways in which the relation may be expressed. Thus in the two forms VARIABLES AND FUNCTIONS. be travelled as 1 notion of the ,nd y wo have and y as the liere is a corre- is is expressed tpressions, the er. jnts it stands Dlicit function n value of //, nsidering y as tion of X, be- ilue of y'y but le equation it and implicit the different Thus in the y = 2aa;', y — 2ax^ = 0, \y is the same function of x] but its form is explicit in the firs^-, [and implicit in the second. An implicit function may be reduced to an explicit one by [solving the equation, regarding the function as the unknown [quantity. But as the solution may be either impracticable lor too complicated for convenient use, it may be impossible to [express the function otherwise than in an implicit form. 3. Classification of Functions, When y is an explicit Ifunttion of x it is, by definition, equal to a symbolic expression [containing the symbol x. Hence we may call either y or the |symbolic expression the function of x, the two being equiva- i lent. Indeed any algebraic expression containing a symbol is, |by definition, a function of the quantity represented by the jeymbol, because its value must depend upon that of the sym- Ibol. Every algebraic expression indicates that certain operations fare to be performed upon the quantities represented by the I symbols. These operations are: 1. Addition and subtraction, included algebraically in one lass. 2. Multiplication, including involution. 3. Division. 4. Evolution, or the extraction of roots. A function which involves only these four operations is ailed algebraic. Functions are classified according to the operations which ust be performed in order to obtain their values from the alues of the independent variables upon which they depend. A rational function is one in which the only operations ndicated upon or with the independent variable are those of ddition, multiplication, or division. 6 THE DIFFERENTIAL CALCULUS. \m An entire function is a rational one in which the only in- dicated operations are those of addition and multiplication. Examples. The expression a-\-hx-\- ex* -\- dx* is an entire function of x, as well as of a, h, c and d. The expression . m . c X x* -\-nx is a rational function of x, but not an entire function of x. An irrational function of a variable is one in which the extraction of some root of an expression containing that vari- able is indicated. Example. The expressions Va -f bxy {a + mx* -\- nx*) are irrational functions of x. Functions which cannot be represented by any finite com- bination of the algebraic operations above enumerated are called transcendental. An exponential function is one in which the variable enters into an exponent. Example. The expressions {a + «;)"», a^ are entire functions of x when n and y are integers. But they are exponential functions of y. Othor transcendental functions are; Trigonometric functions, the sine, cosine^ etc. IiOgarithmic functions, which require the finding of a logarithm. CirculsLT functions, which are the inverse of the trigo- nometric functions; for example, if y = a trigonometric function of x, sin x for instance, then :r is a circular function of y, namely, the arc of which y is the sine. VARIABLES AND FUN0TI0N8. h the variable integers. But ) of the trigo- 3. Functional Notation. For brevity and generality we lay represent any lunction of a 'variable by a single symbol laving a mark to indicate the variable attached to it, in any form we may elect. Such a symbol is called a functional lymbol or a symbol of operation. The most common functional symbols are F, f and 0; )ut any signs or mode of writing whatever may be used. [Then, such expressions as F{x), f(x),
{bx), \x) = 0(0(3:)).
Continuing tho same system, we hare
0*(^) = 0(0'W) =0'(0(^));
0*(a:) = 0(0*(a;))=0'(0(a:));
eto. etc. etc.
Examples. 1. If
(p{x) = ax*,
then 0'(^) = «(«^')' = «V;
0*(a;) = a{a*xy = a V;
etc. etc. etc.
3. If
then
/{x) ~ a — Xy
P{x) =z a — {a — x) = X)
f\x) = a — f'ix) — a — x;
and, in general.
Remark. The functional nomenclature may be simplified
to any extent.
1. The parentheses are quite unnecessary when there is no
danger of mistaking the form for a product.
2. When it is once known what the variables are, we may
write the functional symbol without them. Thus the symbol
may be taken to mean fpx or 10,
X > 100,
X > 100000,
and so on without end, then x is called an infinite quantity.
If of a quantity h we either suppose or prove
h < 0.1,
h < 0.001,
h < 0.00001,
and so on without end, then h is an infinitesimal quantity.
The preceding conceptions of limits, infinites and infinitesi-
mals are applied in the following ways: Let us have an inde-
pendent variable x, and a function of that variable which we
call y.
Now, in order to apply the method of limits, we may make
three suppositions respecting the value of x, namely:
1. That X approajhes some finite limit.
2. That X increases without limit (i.e., is infinite).
3. That X diminishes without limit (i.e., is infinitesimal).
In each of these cases the result may be that y approaches
a finite limit, or is infinite, or is infinitesimal.
* Strictly speaking, the words infinite and infinitesimal are both adjec-
tives qualifying a qvantity. But the second has lately been used also as
a Doun, and we shall therefore use the word infinite as a noun meaning
in unite quantity.
LIMITS AND INFINITESIMALS.
19
Bred in the
can name;
inite nor in-
For example, let us have
y
X -\- a
X — a
Then—
When X approaches the limit a, y becomes infinite.
When X becomes infinite, y approaches the limit + 1-
When X becomes infinitesimal, y approaches the limit — 1 .
The symbol =, followed by that of zero or a finite quantity,
moans *' approaches the limit." The symbols ioo mean
^'increases without limit" or "becomes infinite." Hence
the three last statements may be expressed symbolically, as
follows:
X -\- a
When X = a.
When
ic i CO,
etc.
then
then
X — a
X -{- a
X — a
etc.
00
= + 1;
The same statements are more commonly expressed thus:
a)
lim. {x
oo
X — a
lim. ^-±^(a;ico)= +1;
X — a^ '
lim. ?-±-^ (a; i 0) = - 1.
X — a^ '
13. Properties of Infinite and Infinitesimal Quantities.
Theorem I. The product of an infinitesimal ly any finite
factor, however greats is an infinitesimal.
Proof. Let h be the infinitesimal, and n the finite factor
by which it is multiplied. I say how great soever n may be,
nh is also an infinitesimal. For, if nh does not become less
than any quantity we can name, let or be a quantity less than
which it does not become. Then if we take, as we may.
we shall have
n
nh < a.
(Axiom III.)
um
:•'! ■■
I!
20
TFE DIFFERENTIAL CALCULUS.
That is, nh is less than a and not less than a, which is
absurd.
Hence nh becomes less than any quantity we can name,
and is therefore infinitesimal, by definition.
Theorem II. The quotient of an infinite qumitity ly any
finite divisor, hotvever great, is infinite.
Proof. Let X be the infinite quantity, and n the finite
divisor. It X — n does not increase beyond every limit, let
K be some quantity which it cannot exceed. Then \jy taking
we shall have
X> nK,
X ^
(Ax. III.)
that is, — greater than the quantity which it cannot exceed,
which is absurd.
Hence X—-n increases beyond every limit we can name
when X does, and is therefore infinite when X is infinite.
Theorem III. TJie product of any finite quantity, how-
ever small, hy an infinite rnultiplier, is infinite.
This follows at once from Axiom I., since by increasing the
multiplier we may make the product greater than any quan-
tity we can name.
Theorem IV. The quotient of any finite quantity, how-
ever great, by an infinite divisor is i?ifinitesimaL
This follows at once from Axiom II., since by increasing
the divisor the quotient may be made less than any finite
quantity.
Theorem V. The reciprocal of an infinitesimal is an in-
finite, and vice versa.
Let h be an infinitesimal. If j- is not infinite, there must
be some quantity which we can name which j ^o^s not ex-
LIMIT8 AND INFINITESIMALS.
21
3 can name,
innot exceed,
nal is an in-
ceed. Let K be that quantity. Because h is infinitesimal,
we may have
A^;
that is, Y greater than a quantity it can never exceed, which
is absurd.
The converse theorem may be proved in the same way.
14. Orders of Infinitesimals. Def. If the ratio of one
infinitesimal to another approaches a finite limit, they are
called infinitesimals of the ,samo order.
If the ratio is itself infinitesimal, the lesser infinitesimal is
said to be of higher order than the other.
Theorem VI. If we have a series proceeding according
to the powers of h,
A+Bh-i- Ch' + Dh' + etc.,
in luhich the coefficients A, B, (7, are all finite, then, if h he-
comes infinitesimal, each term after the first is an infinitesi-
mal of higher order than the term p}receding.
Proof. The ratio of two consecutive terms, the third and
fourth for example, is
Dh' _D
Ch' ~
D .
By hypothesis, Cand D are both finite; hence — - is finite;
hence when h approaches the limit zero, -^h becomes an in-
finitesimal (§13, Th. I.). Thus, by definition, the term Dh^
is an infinitesimal of higher or'ler than Ch''.
Def. The orders of infinitesimals are numbered by taking
some one infinitesimal as a base and calling it an infinitesi-
mal of the first order. Then, an infinitesimal whose ratio to
h
■''i
'^
!'
m
I'
I !
^ i
: P
!3-
22
riC& DIFFERENTIAL CALCULUS.
the wth power of the base approaches a finite limit is caUod
an infinitesimal of the nth order.
Example. If h be taken as the base, the term
Bh is of cho first order • . * Bh : h — the finite quantity B\
Gie " " second" ','Gli^\W = " " C;
EU'' " " ?ith " • . • Eh'' : 7i" = " " E.
Cor. 1. Since when ?i = we have Bh"" = Bh° = B for
all values of //, it follows that an infinitesimal of the order
zero is the same as a finite quantity.
Cor. 2. It may be shown in the same way that the product
of any two infinitesimals of the first order is an infinitesimal
of the second order.
15, Orders of Infinites. If the ratio of two infinite
quantities approaches a finite limit, they are called infinites
of the same order.
If the ratio increases without limit, the greater term of the
ratio is called an infinite of higher order than the other.
Theorem VII. In a series of terms arranged according
to the powers of x,
A + Bx -\- Cx* -\- Dx^ + etc.,
if A, B, C, etc., are all finite, then, when x becomes infinite,
each term, after the first is an infinite of higher order than the
term jweceding.
For, the ratio of two consecutive terms is of the form ~^x,
which becomes infinite with x (Th. III.).
Def. Orders of infinity are numbered by taking some one
infinite as a base, and calling it an infinite of the first order.
Then, an infinite whose ratio to the ni\\ power of the base
approaches a finite limit is called an infinite of the nth. order.
Thus, taking x as the standard, when it becomes infinite
we call Bx infinite of the first order, Cx' of the second order,
etc.
LIMITS AND INFINITE8IMAL8.
23
NOTE ON THE PRECEDING CHAPTERS.
In beginning the Calculus, conceptions arc presented to the student
which seem beyond his grasp, and methods which seem to lack rigor.
Really, however, the fundamental principle of these methods is as old
as Euclid, and is met with in all works on elementary geometry which
treat of the area of the circle. The simplest fonn in which the princi-
ple appears is seen in the following case.
Let us have to compare two quantities A and B, in order to determine
whether they are equal. If they are not equal, then they must differ by
some quantity. If, now, taking any arbitrary quantity h, we can prove
that
A-B {x). We may put
A(f){x) = 4>{x + Ax) — a;''f/** + kn^v\
13. (^• + 5') (^ + 5').
15. aa;' — - J_?/2;.
17. {a -i- x') {b - f).
19. .r(a -f •'*^) (^ ~ ^')'
a '
X — uv
22.
24.
a
26.
rt
29. («7/' - ?A'6') (.-c - y).
30
(I
IX^ 7/
bj\a "^ b
33. (rt + rry)'.
27. x\x''-^y{(i-x)\.
31. (rt+a;)'.
32. n{a -\-xy.
34. (rta; + Z»y)'.
Th. IV.)
(§ ^^3)
v., Cor.)
(§33)
(Th. V.)
v.. Cor.)
J, suppos-
sent con-
DIFFERENTIATION OF KXPLIUIT FUNCTIONS. 'M
36 Differential of a Quotient of Two Variable.'^. Let the
variables bo x and y, and let q be their quotient. Then
X
and qy = x.
Differentiating, we have
ydq -\- qdy = dx.
Solving so as to find the value of dq.
Hence:
, dx — qdy ydx — xdq
dq = i-^- = ^ '-,
y y
Theorem VI. The differential of a fraction is eqtial to
the denominator into the differential of the nuvierator, minus
the numerator into the differential of the denominator , divided
by tlte square of the denominator.
Remark. If the numerator is a constant, its differential
vanishes, and we have the general formula
d— = .dx.
X X
m
EXERCISES.
)V
Form the differentials of the following expressions:
a -^x
X
I.
a
+ y
a
— X
a
-y
a
X
!•
a
-\-bx
a
-{-by
X
+ y
x-y
2.
(I + //'
X'
y
6.
8.
lO.
a
{b + yf
m -\- nx^
m — nx*'
mx!^ -|- ny*
mz' — ny**
'I
I
I
38
II.
U-
TUE DlFFEliENTlAL VALCUim.
a . X -\- yz
a 4- bx -\- cx^*
m + 'xy
VI — x^y^'
a , b
^ y
17.
a
>^,»*
xy 4- x'y
Tn ^' + -V'
19. -5 j.
x' - f
. ^m
V -j- a;z*
1 1
14.
5'
X X
16.
m n
? " f'
1 1
18.
X y
•
a
-yn
x^ - f
x' + y
a*
37. Differentials of Irrational Expressions. Let it be re-
quired to find the differential of the function
m
m and n being positive integers. Raising both members of
the equation to the nih. power, we have
?<" = x^.
in X
n
m — 1
Taking the differentials of both members,
nu*^~hlti = mx"*~\lx,
whence
du _ 7n x^~^ _ m x^~^
7ix~n u"-^ ~ n 7"^^" -~*
a formula which corresponds to the corollary of Theorem V.,
where the exponent is entire.
Next, let the fractional exponent be negative. Then
mn — m
X ^*
m ?*- -1
= -X »
n
, {<')
' _1i 1
m '
Xn
and, by Th. VI.,
/ ■5\ --1
; ^ dyx'') m.T" dx
\ ^^'* — VH: ~ n 2m ~
X n dx,
n
and, for the derivative.
dtc m -HL-i
dx n
DIFFERENTIATIUxV OF EXPLICIT Fl\NUTWjSti. 39
, it be re-
jmbers of
From this equation and from {a) wo conclude:
Theorem VII. The formula
d{x^) = nx^~^dx
holds true whether the exponent n is entire or fractional, yosi-
(ire or negative.
Wo thus derive the following rule for forming the differen-
tials of irrational expressions:
Express the indicated roots by fractional exponents, positive
or negative, and then form the differential hy the preceding
methods.
Examples.
dx
I. d Va-\-x=^ d{a -\- re)* = ^{a -f x) - Hx = -
2{a-{-xy
2.
d^y^ = d [*(« + ^) - *] = hd{a + x) - *
\hia -\-x)- idx — — - — r-T^dx.
bx
3. d{a + bx*)^ = i{a + bx') - 4 Uxdx =
I ,i!
^1
EXERCISES.
eorem V.,
Form the differentials of the following
expressions:
I . Va -\- X.
4. Va — x'.
a
2. Vb — x.
3. Va — bx.
:hen
5. Va — bx"".
b
Q .
6. Vx -j- y.
b
'' Vx + y'
°' Va + bx* •
9- )/a-bx''
10. {a-\- x)\.
II. {x — a)i.
12. {}>x*-a)\.
13. xVa-{-x.
14. X Va — X.
15. fVa-by"
'^dx,
(l7t
Find the values of -7- in the following cases:
m
j6. u = mx -\ — .
17. tc = (mx' — w)*.
I :]
40
77//i' DIFFEIIENTIAL CALCULUS.
1 8. u = V((x + bx\
19. w
a
20. u = X ^/a — X,
n 4- X
22. u = — ■ — ,
a — X
b -h ex''
21. u = X i/x' -{- a,
a — X
a -f- a;
38. Logarilhmic Functions. It is required to difTerentiate
the function
?t = log X,
Wo h;ivo
An = log (r + Z/.C) -- log x = log '^^- = log (l -f -^)-
It is shown in Algebra that we have
log (1 -I- h) = M{h - W + W - etc.),
M being the modulus of the system of logarithms employed.
Hence, puting — ^ for h, we find
/^ iTA/, 1 J.r , 1 Ja:' , \
and, passing to the limit.
du = ;
X
du _ M
dx x'
In the Napcrian system M = 1. In algebraic analysis,
logarithms are always understood to be Naperian logarithms
unless some other system is indicated. Hence we write
J-loff X 1 , , dx
-^~=-; d-\of!:x = — .
dx X' ° X
Example.
, , d(axy) axdy + aydx dy , dx
fZ-log axy = --^^ — — = ^-^ — ■■ — = -- H .
^ ^ axy axy y x
Remark. We may often change the form of logarithmic
3*
5.
7.
9.
II.
17.
Diffe
DlFFKlttJATlATW.N OF KXPUCIT FUNCTIONS. 41
rentiate
fiiuctiouH, 80 as to obttiiii iliuir (lilTonJutials in vuriouH ways.
Tlius, in tho last exaniplo, wo havo
log {axy) = log a + log x -\- log y,
from which wo obtain tho samo ditToroiitial found abovo. Tho
studont should find tho following (.lilfurontials in two ways
when practicable.
EXERCISES.
^^)-
ployed.
analysis,
Tarithms
rite
dx
X
garithmic
Differentiate:
I. log {a -f- x), Ans.
3. log {x' + b').
5. log mx.
7. log {ax'' -f- b),
9. log {x + y),
1 1 . log xy.
13. \og{a-^b)\
^ X -\-a
15. 10-.T — —7.
17. ylogx.
dx
a-{- X
2. log {x — a).
4. log (.0' - b).
6. log 7nx^.
8. log m''.
10. log {x - y).
12. log (a;' + ?/').
X
14. log -.
y
. , a — X
16. log T .
b-y
18. log (r« — .r)*".
29. Exponential Functions, It is required to differentiate
the function
u = «'",
a being a constant.
Taking the logarithms of both members,
log u =■ X log a.
Diff.Qrentiating,, wo have, by the last article,
fl?'log u = — = dx log «.
,11
I
i!
i
i : '\
42 THJ^ DIFFERENTIAL CALCULUS.
Hence du = it log a dx = a" log a dx',
which is the required derivative.
If a is the Naperian base, whose value is
e = 2.71828
we have log « = 1. Ilcnce
d'e"
s • • a
dx
= c*.
Hence the derivative of c* possesses the remarkable prop-
erty of being identical with the function itself.
i
i
EXERCISES.
1 Di^erentiate:
I. a^. A us.
2«"^
log rt r/.T.
2.
«"*.
3. c" + "-
4. ^«--.
5-
^^ma: + ny ^
6. /i"**-".
7. 7i-"*.
8.
d'ay.
9. a**".
TO. cf^b\
II.
ah^'b-K
12. e"' + «.
13. t;^.
14.
e«* + bv^
30. T'/t'' Trigonometric Functions.
The Sine. Putting h for the increment of x, we have, by
Trigonometry,
sin (:r + h) — sin .t = 2 cos (a; + i^O ^"^ i^**
Now, let h approacli zoro as its limit. Then,
sin {x -\- h) — sin x becomes d sin x]
h becomes dx, because it is the increment of x;
cos {x -\- ^h) approaches the limit cos x;
sin ^h approaches the limit ^h or ^dx, because whe\i
an angle approaches zero as its limit, its ratio to i':s sine
approaches unity as its limit (Trigonometry).
Hence, passing to the limit,
d'sin X = cos xdx.
DIFFEUENTIATIOK OF EXPLICIT FUNCTI0:NS. 43
The Cosine, By Trigonometry,
cos {x-\-h) — cos X = — sill (x -f ^A) sin \1u
Hence, as in the case of the sine,
d cos X •=■ — sin x dx.
Taking the derivatives, we have
d sin X
dx
d'COB X
dx
= cos x;
= — sm .r.
M N
Fig. 8.
PB = A sin X,
KP — A cos x.
Geometrical Illustration. In
the figure, let OX be the unit- o
radius. Then, measuring lengths
hi terms of this radius, we shall have
NK = sin x; MB = sin (:r -|- h) ;
02^ = cos x; OM = cos {x i- Zt);
Ab », supposing a straight line from A' to B,
PK = - KP = KB sin PBK;
PB = KB cos PBK.
When B approaches K as its limit, the angle PBK ap-
proaches XOK, or Xy as its limit, and the line KB becomes
dx. Hence, approaching the limit, we find the same equa-
tions as before for d sin x and d cos x.
It is evident that so long as the sine is positive, cos x di-
minishes a« X increases, whence d'co^ x must have the nega-
tive sign.
The Tangent. Expressing the tangent in terms of the sine
and cosine, we have
tan X =■
sin X
cos x'
Differentiating this fractional expression,
cos xd's'in X — sin xd'cos x sin' xdx + cos" xdx
d tan X =
cos X
cos X
— sec'' xdx,
which is the rerjuired differential.
i;
m
' '1
'; 5
I'
44
THE DIFFEliENTIAL CALCULUS,
We find, by a similar process.
, , - cos X , - dx
a cot X = d'—. — = — CSC xdx =
c?'sec x=: d
sm X
1
sm X
d'Gos X sin xdx
cos X cos* X
= tan a; sec xdx;
f/'cosec a; = — cot a; esc xdx.
cos »
Differentiate:
I. cos {a -f ?y).
4. sin 1/ cos 0.
7. sin (i!:c.
10. sin {h 4" wr?/).
EXERCISES.
2. sin {b — y).
5. tan 2c cos v.
8. cos ay.
ir. COS (7i -1- my).
3. tan (c + z)'
6. sin « tan v.
9. tan 7/i2;.
12. sin (7i — ?w^).
13. cos' X ' [^Z'cos"^ 2; = 2 cos xd'coa a; = — sin 2xdx].
14.
17.
sm X.
sin X
15. sm' y.
16. sin" 7iz.
18.
sm a;
19.
cos X
COS ?/ cos y ' sm* ?/
20. Show that J(sin' ?/ -[- cos' y) = 0, and show why this
result ought to come out by § 24.
21. Differentiate the two members of the identities
cos {ci -\- y) = cos a cos y — sin a sin y,
sin (a -\- z) = cos a sin 2; -f- sin a cos 2;,
and show thn^ the differentials of the two members of each
equation arc identical.
22. Show that d'log sin x = cot x dx;
d'log cos X = — tan x dx.
31. Circular Functions. A circular function is the in-
verse of a trigonometric function, the independent variable
being the sine, cosine, or other trigonometri(3 function, an(i
the function the angle. The notation is as follows:
If y =: sin z, we write z = sin ^~ '* y or arc-sin y;
If u = tan X, we write x = tan ^~ ^^ u or arc-tan u;
etc. etc, etc.
OF'
BTFFERENTIATTON OF EXPLICIT FUNCTIONS. 4^
Differentiation of Circular Functions. If we have to dif
ferentiate
z = sin (- *> y,
we shall have
y = sin z; dy = cos z dz = Vl ::~^£^ dz;
dy dy
. • . dz ~
Vl — sin' z \/\ ~— y^
(a)
The Inverse Cosine. If z be the inverse cosine of y, we
find, m the same way.
dz =: -^
dy
The Inverse Tangent. If we have
z = tan ^- ') ^;
then, y = tan .; r7f/ ... sec' ^ rf^ = (1 + tan' ^),?,;
.'.dz=:^.,
r/^e /7^^;me Cotangent. We find, in a similar way,
^^cot<-ly= ^_
^ 1 + y-
^Ae /wve.'se /Sfecaw^. If we have
z = sec ^~ ^> ^;
then, y = sec z-, dy = tan z sec zdz = y Vf~^^ dz;
. '. dz
__ dy
yVf~\
The Inverse Cosecant. We find, in a similar way.
d-QBG^-^^y
y ^y' ~ 1
(^')
(^)
OO
W
ill
r I
■li
Ji
46
THE DIFFERENTIAL CALCULUS.
EXERCISES.
Differentiate with respect to a; or 2:
2. cos ^~ *) (x + a).
I. sin<~*^ ax.
3. sin<~^> (tnx -f- a).
5. tan<-«(0-^).
7. tan <-"(-+-).
\a xj
9. see(-») (^+-j.
II. sin ^~ *> «a; cos ^" ')
X
a
4. cos^ *' -.
X
6. tan<-« (2 + -).
8. tan<-»)(a;').
10. sec<~^) Iz ].
1 2. sec ^~ *> a;' tan <~ *> a;.
Note. —The student will Hometimes find it convenient to invert the
function before differentiation, as we have done in deducing the diflferen-
tlal of sin (- »> x.
13, We have, by comparing the above differentials,
^Z(sin~ ^ y + cos" * ?/) = 0;
^7(tan~ \?/ + cot" ^ y) = 0;
^(sec~ ^ j/ + CSC" * y) = 0.
Show how these results follow immediately from the defini-
tion of complementary functions in trigonometry, combined
with the theorem of § 24 that the differential of a constant
quantity is zero.
33. Logarithmic Differentiation. In the case of products
and exponential functions, it will often be found that the dif-
ferential is most easily derived by differentiating the logarithm
of the function. The process is then called logarithmic dif-
fcrentiation.
Example 1. Find -.^ when v = a;*"*.
ax -^
We have
log y = m.x log x\
).
)•
1)
X,
o invert the
the dififeren-
ils.
the defini-
, combined
a constant
3f products
lat the dif-
3 logarithm
ithmic dif-
DIFFERENTIATION OF EXPLICIT FUNCTIONS. 47
--^ = 7n loff X dx 4- mdxi
dy , ^
^;; = y/("i log ^ + w) = 7«.r«»'(l + log x).
Example 2. y =
sm"* X
cos" X
We have log y — m log sin a: — n log cos x\
dy _ m cos x n sin a;
ydx sin n;
fZ?/ _ sin *" ~ ^ a^
cos X
dx cos " +
— {m cos' x-\-n sin' a:).
a;
MISCELLANEOUS ilXERCTSES IN DIFFERENTIATION.
Find the derivatives of the following functions with re-
spect to a;:
I. y = X log X.
-4^''*?- '■£■ = 1 -h log X.
2. y = log tan x.
3' y = log cot X.
X
Ans. — =
■ i
i
I
48
THlil DIFFERENTIAL CALCULUS.
II. ?/ =
y
1+ Vi'^-x')
12. y = tan «*.
13- ^ = 2;"
t4. y = sin (log a;).
yl?i5.
-4w."
y) = y -ax = 0.
We have
d d(p . di/
— ::^ fi' — ^^ ]_• '^ — d'
dx * dy * dx *
the same result which we should get by differentiating the
equivalent equation y = ax.
Remark. If we should reduce the middle member of (1) by clearing
of fractions, the result would be the negative of the correct one. This
illustrates the fact that there is no relation of equality between the tA\o
differentials of each of the quantities x. y and (p, all that we are concerned
with being the limiting ratios dy : dx\ d(p : dx, and d(p : dy, which limit-
ing ratios are functions of x and y.
We may, indeed, if we choose, suppose the two dr's equal and the two
(fy's equal. But in this case the two rf0's must have opposite algebraic
signs, because their sum, or the total differential of 0, is necessarily zero.
Now, if we change the sign of either of the tZ^'s, wc shall get a correct
result by a fractional reduction.
1
DIFFERENTIATION OF IMPLICIT FUNCTIONS. 61
ast be
J as to
lation.
(1)
uction
irant to
ng the
clearing
e. This
the two
:)ncerned
oh limit-
the two
ilgebraic
'ily zero,
a correct
EXERCISES.
Find the values of -j-, -j- or -j- from the following equa-
tions:
I. y — ax = 0. 2. y* — yx -^ x^ = 0.
3. x' + 4-.XZ 4- z" = 0. 4. u{a~x)-^tt'^{b -\-x) = 0.
6. log (x-^y) + log (x-y) = c.
8. sin ax — sin by = c.
10. X {1 — e cos z) = a.
5. log a: + log 2/ = c.
7. sin a; + sin y = c.
9. u -\- e sin ?* = a;.
38. Implicit Functions of Several Variables. The pre-
ceding process may be extended to the case of an implicit
function of any number of variables in a way which the
following example will make clear.
Let u be expressed as a function of x, y and z by the
equation
u' + xu^ + {x' 4- y^)ic + a;' + y* + z' = 0.
Since this expression is constantly zero, its total differential
is zero. Forming this total differential, we have
(3w' + 'Hxu + a;' + y'')du + (w' + %ux + 3a;')^a;
+ {^uy + ^^)dy + ^z\lz = 0.
By § 34 we obtain the derivative of n with respect to x by
supposing all the other variables constant; that is, by putting
cly = 0, dz = 0, and so with y and z. Hence
du ^ u^ 4- 2ux 4- 3x^
^^ - ^x^ - 3^^u _|_ 2ux + a;' + 2/"
fZ?* ^ 2uf/ -{- 3?/'
dy ~ " ~ 3^" + %ux + a;' -f- f'
du^_ r. 3«^
dz " '^'' "" 3^" -h 3wa; + a;' -f iy''
m
■if
M
I
ipi,
62
THE DIFFERENTIAL CALCULUS.
EXERCISES,
Find the derivatives of u, v or r with respect to x, y and z
from the following equations:
1. xu^ + ifu^ -\~ z*u = x^yz»
2. a CC3 {x — u) A^h sin {x-\-u) ^=. y.
3. u'^-\-uy = ii\ 4. r* + »' + r*-" = r*.
5. V log X -\- z log V = y. 6. G^ cos a; + c* cos y = <;".
7. «' — 3wa; cos z -{- x' = a\ 8. v" 4- 3y.r cos 2 -f- a;' = Z^'.
39. Case of Implicit Functions expressed hy Simvlta-
ncons Equations. If we have two equations between more
than two variables, such as
F^it, V, X, y, etc.) = 0, -^,(w, v, x, y, etc.) = 0,
then, if values 01 all but two of these variables are given, we
may, by algebraic methods, determine the values of the two
which remain. We may therefore regard these two as func-
tions of the others, the partial derivatives of which admit of
being found.
In general, suppose that we have n independent variables,
a:,, x^ . . . .r„, and m other quantities, n^, u, . . . w„, connected
with the former by m equations of the form
FXu,, u, .
• • '^^m) -^i) -^a • '
. ^«) =
F,{u^, ti, .
• • '^^m> "^if "^"a •
. . a;„) =
^m\^\i ^a • • • ^m? *^i* X^ . , . X„f — {). J
(")
By solving these m equations (were we able to do so) we
should obtain the m u'b in terms of the n x'8 in the form
u.
— 0,(^1, X^ , , . X„)',
• •
u,
m
— Y*m(''^j> X^ . . , Xf^j'f ^
(*)
i
DIFFEBESTxATION OF IMPLICIT FUNCTIONS. 63
(")
(*)
s
mn values of the derivatives -r-*; -r-*; . . .
and by differentiating these equations (b) we should find the
— '• etc
Now, the problem is to find these same derivatives from (a)
without solving (a).
The method of doing this is to form the complete differen-
tial of each of the given equations (a), and then to solve the
equations thus obtained with respect to du^, du,, etc.
The results of the differentiation may, by transposition, be
written in the form
dF, , , dF^^ . , dF^ J dF, , ,
-J—- du. 4- -r~ du, + . . . + -7—' dUn = — T"^ dx, — etc. :
du^ ' du^ ' du^ dx^ ^ '
dF^ , , dF^ ^ . , dF, J Fd, , ,
-f— ^ du, 4- -rr-- du. + . . . + -7— dti^ = — t^ dx. — etc. :
du^ * du, • dUn dx^ '
dFm. J dFm J . ,
dF
m
du
d^K
dF^
dx.
dx, — etc.
du^ ' du.
By solving these m equations for the m unknown quantities
du^, du, . . . du^j we shall have results of the form
du^ = M^dx^ -\- M,dx, + • • • + MJlx^',
du, = N^dx^ + N,dx, + . . . + iV„c?a;„;
etc. etc. etc. etc.;
where M^, JV„ etc., represent the functions of «, . . , u
x^ . . . Xn, which ai'e formed in solving the equations.
We then have for the partial derivatives
die
m>
dx, ^*^>'
dx.
■ = M,; etc.
Example. From the equations
roos0 = x,) (^,j
r 8m = y, )
it is required to find the derivatives of r and with respect
to X and y.
i
ill
fi
'1!
- I
) I
ii
64
THE DIFFERENTIAL CALCULUS.
By differentiation we obtain
cos ^dr — r sin Odd = dx;
sin 6dr -\- r cos 6d6 = dy.
Multiplying the first equation by cos and the second by
sin 0, and adding, we eliminate dO. Multiplying the first by
— sin and the second by cos 0, and adding, we eliminate dr.
The resulting equations are
dr = cos 0-2i' -\- sin 0dy;
rdd = *:'>,3 Air - sin 0dx.
ft.
Hence, as in the last sec. v>n,
/^^ _ _ EL?. (^ _
\dxj ~ r ' V/v/ ~
cos
r
EXERCISES.
1, From the equations
r sin 6^ = a; — y,
r cos = X -\- y,
find the derivatives of r and with respect to x and y»
2, From the equations
US'" = r cos 0,
ue~^= r sin ^,
find the derivatives of u and v with respect to r and 0.
Ans. £)=i(<3«8ine + o-«cos«);
(^) = ^C^" cos ^-c- sine);
= lr<^""^'"''+^" "»='')•
■
FUNCTIONS OF FUNCTIONS.
00
0);
3. From the equations
w' -}- rw = a;' + y*»
ru = xy,
u
find the derivatives of r and u with respect to x and y.
4. From the equations
x'-\-y'-\-z' - 2xyz - 0,
n ;i dZ ^ dZ
find -7- and -7-.
«a; ay
5. From
?*' — 2wz cos ^ -f 2;' = rt",
w' + 221Z cos 6 -\- z^ = Z»',
-, , r??< f/?f fZw (hv
^ dz' dO' dz' de'
40. Functions of Functions. Let us have an equa .or. of
the form
?*=/(0. t, Qy etc.); {a)
where 0, ?/', B, etc., are all functions of x, admitting ol being
expressed in the form
0=/iG'^); ^/'=/,(^); ^=fz{^)\ etc.
(*)
If any definite value be assigned to .r, the values of 0, //',
^'^^ etc., will be determined by (i). By substituting these val-
ues in {a), u will also be determined. Hence the equations
(«) and {}}) determine u as a function of x.
By substituting in (a) for 0, ?/', B, etc., their algebraic
expressions /,(:r), f^{x), etc., we shall have u as an explicit
function of x, and can hence find its derivative with respect
to X, But what we want to do is to find an expression for
this derivative without making this substitution.
By differentiating («) we have
du = -n(l :r.
4*7. Special Forms of Derivatives of Circular and Ex-
ponential Functions. Because
cos X = sin (x 4- ^tt) and — sin x = cos {x -f- i^r),
the derivativet: of sin x and cos .1* may be written in the form
Djg sin ./; = sin [x -\- ^n)
and /)x cos x = cos (.?; + ^tt).
Hence, the sine and cosi^ie are such functions that their
derivatives are formed by increasing their argument by ^tt.
Differentiating by this rule 71 times in succession, we have
^" sin X
Dj" sin x =
DJ* cos X —
fZ" COS X
sin \x-\-^^7rj;
n
cos(:r + -;r);
W.
results which can be reduced to the forms found in Exercises
29 and 30 preceding.
= COS X
rivatives
X what?
X what?
and Ex-
he form
id their
\Q have
ixercises
f
m
DERIVATIVES OF UIGIIEli 0RDER8.
79
48. Successive Derivatives of an Implicit Function. If
the relation between y, the function, and x, the independent
variable, is given in the implicit form
f(x, y) = 0,
then, putting u for this expression, we have found the first
derivative to be
du
dy _ dx . .
dx ~ Sw' ^ '
Tiy
The values of both the numerator and denominator of the
second member of this equation will be func^tions of x and 2/,
which we may call X^ and Y,. Wo therefore write
dy
dx
Y
(b)
Differentiating this with respect to x, we shall have
d'y _
' dx "^ ' dx
dx'
y;
(c)
X^ and Yf being functions of both x and ?/, we have (§ 41)
dX, ^ (d,X\ IdXXdji.
dx \ dx I \ dy Idx^
dY, ^ (^A , I^^sYM
dx \ dx 1 \ dii Idx'
dy
Substituting in these equations the values of ~ from (J),
and then substituting the results in {c), we shall have the re-
quired second derivative.
The, process may then be repeated indefinitely, and thus
the derivatives of any orders be found.
Example. Find the successive derivatives of y with re-
spect to X from the equation
X* — xy -j- ^' E ?^ = 0,
11
'(|
V
:
i I
80 TUB DIFFERENTIAL CALCULUS.
Wehave ^| = 2:. - y; ^^ = - a: + gy;
(1^1 ^ 2a; - y ,
rtfa; a: — 2y'
which is a special case of {a) and (/>), and where
X^ = 2.6' — y/ and Y^ = — x -\- 2fj.
Differentiating tlie equation (a'), wo have
d^y ^'' ^''^ IbT ^^'' ^^ dx
(«')
nfa:"
(.-2,)(2-|) + (2.-41 -
Substituting the vahie of ~ from [a'), we have
(Vj _ {x - 2//) ( - 3//) -t- 3r(2. r - //)
dx'' ~ {x - tjiY
- Cf-27/r' -(x--2.yf
EXERCISES.
Find by the above method the first two or three derivatives
of V with respect to x, y or z, from the following equations:
I. zv
= a(v - z). An,. ^- = j^,.
2. V y + vy = a.
3. y' + z^.T + //' = b.
4. r(^< — .r)' + v''{b -{- x) = c.
5. log {v 4- z) + log (y - 2;) = c.
6. sin 7/;?; — sin y^?/ = h.
7. ?'(1 — (( cos z) = h.
8. If ?<^ — (3 sin ?^ = (J, show that
ded(j (1 — c cos u)*'
(«')
fivatives
tions:
)
DKltlVATIVKS OF HIOUKlt OltDKltS.
81
41). Leibmtz'h Thkohem. ToJUkI the sucvcHsice dcruut-
tives of a product in terms of the successive derivatives of Us
factors.
Let /' ' p be the product of two fuiictious of x. By suc-
cossive dilfcrcntiiition we find
dp dv , da
dx ax dx
jlu dv . d^u
dx^~ ''W'^ -'- -'-'^ -'
1 /v v
dx* dx dx dx^ '
d*p _ d'v (lu d''v (l^n dv d^u
(W ~ '^'d^ '^ '(U'dx^^ d? (ix "^ dx'^'
So far, the coeffi(?icnts in the second member are those in
the development of the powers of a binomial. To prove that
this is true for the successive derivatives of every order, we
note that each coefficient in aTiy one equation is the sum of
the corresponding coefficient plus the one to the left of it in
the equation preceding. Now, let us have for any value of n
d^'p d''v , du r/**-'y , ^
-~- — U-J-- -\- n-. — T- — . + etc. ;
f/.6" dx"" ' dx dx"-^ ' *
(^0
the successive coefficients being
1; n; ^Ij; ^|j ; etc. (Comp. § 6.)
Then, in the derivative of next higher order the coefficients
will be
1; n + U [l) +
and, in general,
(3 +
n or
m^
.s- 1
u-\-l
d^' + ^p
That is, -j-^TT'i ^^ formed from (n) by writing n -\- 1 for n.
Hence, if the rule is true for n, it is also true for ?i-\- 1. But
it is true for ?i = 3; . • . for 71 = 4, etc., indefinitely.
i'' I
^1
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■!< i
82
THE DIFFERENTIAL CALCULUS.
50. Successive Derivatives with respect to Several Equi-
crescent Variables. Studying the process of § 45, it will be
seen that we supposed the successive increments of the inde-
pendent variable to be equal to each other, and to remain
equal as they became infinitesimal, while the increments of
the functions were taken as variable. This supposition has
been carried all through the subsequent articles.
Def. A variable whose successive increments are supposed
equal is called an oquicrescent variable.
We are now to consider the case of a function of several
equicrescent variables.
If we have a function of two variables,
the derivative of this function with respect to x will, in
general, be a function of x and y. Let us write
du
dx
7 = (t>x{^, y)-
Now, we may differentiate this equation with respect to y
with a result of the form
div
dx
~dy
= ^x,A-'^,y)'
Using a noteUin similar to that already adopted, we rep-
resent the first member of this equation in the form
d'^u
dxdy
In the /^-notation this is written
In either notation it is called ^Uhe second derivative of
u with respect to x and y."
As an example: If we differentiate the function
i{> = y^ sin {pxx — ny) {a)
DERIVATIVES OF HIGHER ORDERS.
83
(a)
with respect to x, and then differentiate the result with
respect to y, we have
BxU = — = my cos {tnx — ny) ;
i>'x..?*
^'w
— 2my cos (//ia; — wy) + mny^ sin (ma; — uy).
51. We now have the following fundamental theorem:
d^u (I'll
dxdy ~ dydx^
or, in words.
The second derivative of a function luith reH2)ect to two
equicrescent variables is the same whether we differentiate in
one order or the other.
Let u = '"[x) = — sec X tan x (f>'{x) — sec x '{x) + sec' x(/)'{x)
= - Hi
1; H
I
.1
lOS
THE DIFFERENTIAL CALCULUS.
i !;
i! 11
' :i
ill I
I
When a: = 0, we have sin x — 0, cos x = 1, u = 1, and
hence M= M' = . . , =0 in all the equations. Thus we
find, for x = Qj
B^n = M = 1;
BJ^u = 6-1 = 5;
D^'u = 75 - 15 4- 1 = 61;
etc. etc. ;
while the odd derivatives all vanish. Hence
sec a; = 1 + - a;' + ^j x' -f -j- a;" +
63. Taylor's Theorem. Taylor's theorem differs from
Maclaurin's only in the form of stating the problem and ex-
pressing the solution. The problem is stated as follows:
Having assigned to a variable x an increment h, it is re-
quired to develop any function ofx-{-h in powers ofh.
Solution, Let (x-\-7i). I
Assume
n' = X, + Xfi + X,/i' + A\7i' + etc
where X„, X„ etc., are functions of x to be determined.
Then, by successive differentiation, we have
^- = uY, -f 2XJt + dXJi' -f 4:XJi' 4- etc.;
(1)
(2)
d'u'
d/t
d'u'
J- = 2X, + 2-3X3/^ + 3-4Xyi' + etc.;
(3)
= l-2-3X3-f 3'3-4X,A + etc.
etc. etc. etc.
We now modify these equations by the following lemma:
If we have a function of the sum only of several quantities,
the derivatives of that function with respect to those quantities
will he equal to each other.
DEVELOPMENTS IN SERIES.
109
u = 1, and
B. Thus we
difEers from
ablem and ex-
i follows:
nt h, it is re-
ers of h.
sloped, and let
(1)
• • • •
(3)
termined.
etc.
;0« «
:1
(3)
wing lemma:
feral quantities,
those quantities
For if in f{x -\- h) we assign an increment Jh to x and to
h separately, the results will hef{x -\-h-\- Ah) and /(a; + JA
-f- h), which are equal.
It follows that we have
du' _ di^'
dh ~ dx'
Now these equal derivatives, like u' itself, are functions of
X + h alone, so the lemma may be applied to as many suc-
cessive derivatives as we please, giving
dW d\t'
dh'
dhi'
dx"'
d'u'
dh' dx' '
etc. etc.
Now let the derivatives with respect to x bo substituted for
those with respect to h in equations (3), and let us suppose h
to become zero in equations (:^) and (3). Then ii' and its de-
rivatives will reduce to u and its derivatives, and we shall get
du
x =
dx'
^r-
1 d'u
~ I'^dx''
•
1 d'u
~ l-'Z'^dx''
•
•
_ 1 d^'u
" n\ dx'' '
Then, by substitution in (^), we shall have, for the required
development,
, du h , d'u h"* , d*u W , ,
U' — u -\- -J- - -}- -j-T, r—- -f -y-3 r— t-t; + etc.
dx 1 ' dx' 1-2 ' dx'1'2-3
This formula is callecj. Taylor's Theorem, after Brook
Taylor, who first discovered it.
:m
i ' ■ I
I
I
VH
: i\
110
THE DIFFERENTIAL CALCULUS.
I "
I
(i ;'
I' II!
EXAMPLES AND EXERCISBS.
I. Develop (x + A)".
We proceed as follows :
du
dx
= nx^~^\
d u , -.vm. — "
— = w(?i-l)ic» -;
etc. etc.
By substitution in the general formula we find
(2;-h/0" = a:~ + p'i;»-^A + ^
'^*(^*-l)..n-s
2
h
~i r^2'^"3 -f • • • •
2. Devolop the exponential function «*"*"'' in powers of U,
Am. (f\\ -f log a^ + (log w)'^^ + . . • V
3. sin {x -\- h).
5. sin {x — //).
7. log {x + 70.
, x-\-h
II. cos* {x -f- Zf).
13. tan(-»>(.c + //).
4. cos (:c + ^0*
6. cos (:c — /i).
8. log (.c — A).
10. log cos X.
12. sin' {x — Zi).
14. sin^~^^ {x — 7i).
15. Deduce the general formula
X
n^)
-r;i ~-^' — etc.
(1 + a:)' 1-2
16. Prove, by differentiation and applying the algebraic
theorem that in two equal series the coefficients of like
powers of the variables must be equal, that if we have
log («o + «i^ + «a^' + •••) = ^0 + ^1^ +K^'' + ' ' ' ,
DEVELOPMENTS IN SERIES.
Ill
then the coefficients a and b are connected by the relations
K - log a,;
ctoK = «.;
^aj)^ + a J), = 2a,;
3a,b, + 2a,b, + a,&, = 3a,;
etc. etc. etc.
1
1 7. Hence show that
^ is the logarithm of the sum of
1 — X °
an infinite series whose first terms are
63. Identity of Taylor's and Maclaurin's I'heorems.
These two theorems, though different in form, are identical
in principle.
To see how Taylor's theorem flows from Maclaurin's, notice
that h in the former corresponds to x in the latter. The de-
rivatives with respect to x in Taylor's theorem are the same
as the derivatives with respect to 7^, and if we suppose A =
after differentiation Taylor's form of development can be de-
rived at once from Maclaurin's.
Conversely, Maclaurin's theorem may be regarded as a
special case of Taylor's theorem, in which we take zero as the
original value of the variable, and thus make the increment
equal to the variable. That is, if we put/(u) in the form
/(O + ^').
and then, using x for //, develop in powers of x by Taylor's
theorem, wo shall have Maclaurin's theorem.
64. Cases of Failure of Taylor's and Maclaurin's
Theorems. In order that a development in powers of a vari-
ble may have a determinate value it is necessary that none of
the coefficients in the development shall become infinite and
that the developed series shall be convergent.
For example, cosec x cannot be developed in powers of x,
because when x = the cosecant and all its derivatives be>
come infinite.
:'f ■■■
I
> 1 1
i
U i
li
B I.'
' r'
1 f
112
THE DIFFERENTIAL CALCULUS.
65. Extension of Taylor's Theorem to Functions of Several
Variables, Let us have the function
n=f{x,y). (1)
It is required to develop this function when x and y both re-
ceive increments.
Let us first assign to x the increment hy and suppose y to
rema'n constant. We then have, by Taylor^s theorem,
/(^ + 7,,t,) = » + ^^+^,^-, + ^.3, + ...,{3)
in which «, y-, etc., are all functions of y.
Next, assign to y the increment k. The first member of
(2) will become /'(a; -{- h, y -^ k). Developing the coefficients
in the second member in powers of k, the result will be:
i* will be c]ianged into
du
-T- E i^a;?^ will be changed into
^ , d-Dji k , d\0^uk^ ,
d^u
dy 1
6/?/'
T-j E jC^x'^* will be changed into
^, , d-^,'uk , d'D^uk' ,
etc.
dy 1
etc.
dy"" /*;
etc.
Substituting these changed values of the coefficie-its in (2)
it will become
dii k . d^u ¥ . d^u k^
f{x + h,y -^ k) = u + -^- j-\- -
I ,7^,3 Q I I • • •
ly 1 ' dy'-M ' dy'dl
du h d^u h k
d'u h k'
dxdyl 1 ' dxdy'l 2!~^' * *
d'u lek . dSi h'k'
^ dx' 21 ^ da-'dy'^l 1 ^'dx'dy' 2! 2!
d'u h'
'^ dx'3r
W ''^-
DEVELOPMENTS IN SERIES.
113
Thus the function is developed in powers and products of
the increments h and Tc.
The hiw of the series will be seen most clearly by using the
/)-notation. For each pair of positive and integral values of
m and n we shall have the term
" m\ n\
If we collect in one line the terms of the development
which are of the same order in li and ky we shall have;
Order of
Terms.
h
h
Ist. D^U^ + DyUzr,
2d. 2>>^j + A^„?*^--j + i>»'w^j.
''ill
\ I
I'
fficieiits in (2)
7i** h^~^ h
rth. z>j-w-j + ^*''~'^w^«77:_-iyi x + • • •
EXERCISES.
I. Show that in the preceding development the terms of
the rth order may be written in the form
=-j, (^ j, etc., denoting the binomial coefficients as in § 5.
2. Extend the development to the case of three independent
I variables, and show that the terms to the second order in-
iclusive will be as follows ;
--S
ill
hi i
III
: i
i I
V i?
114
If
THE DIFFERENTIAL CALCULUS.
u=f{x,y, z),
then /• (x -{- h, y -{- k, z + I) — u
+ D^uD^u ' hi 4- DyiiD^u ' hi,
66. Hyperbolic Functions. The sine and cosine of an
imaginary arc may be found as follows: In the developments
for sin x and cos x, namely,
3"! + 5!
sin 2; =:. a; - I, + 1^ - , .
1 x" ^ X*
cos re = 1 - -J + -J - ... ,
let us put yi for a:, (i e 4/— 1). We thus have
8m?/i = i'^;?/ + ^j + ^j+ . . .
cos y t = 1 + |j 4- |j 4- . ...
V
(1)
We conclude:
The coaine of a purely imaginary arc is real and greater
than U7iity, while its sine is jmrely imaginary.
We find from (1),
cos yi 4- * sin yi = 1 — y -\- |- — etc. = e~^;
?/»
cos yi — i sin yi = 1 -\- y -\- -j- 4- etc. = e";
z I
and, by addition and subtraction,
cos yi = ^{e~'" -\- e^)'j
i sin yi =. ^[g~^ — e");
sin yi — \i{e^ — e~^).
The cosine of yi is called the hyperbolic cosine of y, |
and is written cosh y, the letter h meaning ^Miyperbolic'
jy
DEVELOPMENTS IN SERIES.
115
^D^DyU-hh
cosine of an
developments
(1)
.al and greater
= 6-";
= 6";
c cosine of y,
hyperbolic."
The real factor in the sine of yi is called the hyperbolic
sine of y, and \l written sinh y.
Thus the liyperbolic sine and cosine of a real quantity are
real functions defined by the equations
sinh y = ^a" — c~^);
cnshy = ^{e" -{-e-")
By analogy, we introduce tlie additional function
-'h)
'-").)
(1)
(,V (,-V
tanh y — — — -.
The differentiation of these expressions gives
d sinh y , d cosh y . ,
i — ■- = cosh y: 7- — = smh y:
dy -^^ dy ^
(2)
d tanh y = — ~
•^ cosh
y
They also give the relations
cosh' y — sinh' y = 1. (3)
fn verse Hyperbolic Functions, When we form the inverse
function, we may put
u E cosh y.
Then, solving the equation
e^ + e-" = 3 cosh y = 2w,
we find 6" = 2^ ± Vu"^ — 1.
Hence
y = log {n ± Vu"" — 1) = cosh <-^>
In the same way, if we put
u ~ sinh y,
we find
u.
(4)
y — log {u ± Vii" -f 1) = sinh<-*) u.
(5)
From the equations (2) and (3) we find, for the derivatives
of the inverse functions:
ft
^ ill
i
'11
^ ; 1 1
P '
m
i-\i
*M
m
I -n'
lit
116
TUF. DIFFEUENTIAL GALGUL US.
When
y = cosh^"" ^> Uf or u = cosh y,
ii
then
^iy _. 1
du i^tt^ _ 1
,
When
y = sinh^~ ^^ w, or u = sinh y.
then
dy _ 1
du Vu* 4- 1
frii
.1L
(6)
(7)
Kemark. The above functions are called hyperbolic be-
cause sinh y and cosh y may be represented by the co-ordinates
of points on an equilateral hyperbola whose semi-axis is unity.
The equation of such an hyperbola is
x^-f = 1,
which is of the same form as (3).
EXERCISES.
I. By continuing the differentiation begun in (3) prove
the following equations:
Bx sinh X = sinh x;
D^ cosh X = cosh x\
D^^~^' sinh x — sinh x.
etc.
etc.
2. Develoj) sinh .r, as defined in (1), in powers of x by Mac-
laurin^s theorem.
Ans. sinh ^' = 2/ + of + «"?+••• •
3. Develop sinh {x -\- h) and cosh {x -f- //-) by Taylor^s
theorem and deduce
sinh {x-\-h) = sinh xll -\- -^ -{- . . .1+ cosh xlx + -^ + . . . J
= sinh X cosh h -\- cosh x sinh //;
cosh (x-\-h) — cosh x cosh h -j- sinh x sinh h.
I
MAXIMA AND MINIMA,
117
(6)
yperboUc be-
3 co-ordinates
-axis is unity.
in (3) prove
•s of X by Mac-
) by Taylor's
CHAPTER IX.
MAXIMA AND MINIMA OF FUNCTIONS OF A
SINGLE VARIABLE.
67. Def. A maximum value of a function is one which
is greater than the values immediately preceding and follow-
ing it.
A minimum value is one which is less than the values
immediately preceding and following it.
Remark. Since a maximum or minimum value does not
mean the greatest or least possible value, a function may
have several maxima or minima.
68. Problem. Having given a function
y = )',
(a: — a){x — h)
13. y = 7 r) (.
15. ?/ = cos ?i.T.
17. y ~ sin ?ia;.
^ ?w. A maximum when x = -f-cos x,
1 -\- X tan a;' A minimum when x ~ —cos x.
8. y
10. y:^{x + l){x-2)\
_ {x + 3)'
'^* •^^~ (.'?;+ 2)'*
14. y = cos 2.^*.
16. 7/ - sin 3x.
'8. y =
h
MAXIMA AND MIA' I MA.
121
19. ^ = sm X cos X,
sin X
2i» y = z — r~i •
^ 1 + tun X
20. y = sin' X cos x,
cos 2;
32. y =
1 -f- tan x'
23. The sura of two adjacent sides of a rectangle is equal
to a fixed line a. Into what parts must a be divided that the
rectangle may bo a maximum? A718. Each part = ia.
Note that the expression for the area i« x{a — x).
24. Into what parts must a number be divided in order
that the product of one part by the square of the other may
be a maximum? A71S. Into jiarts wliose ratio is 1 : 3.
Note that if a be the number, the parts may be called x and a — x.
25. Into what two parts must a number be divided in order
that the product of the miXi power of one i)art into the nth
power of the other may be a maximum?
Ans. Into parts whose ratio is m : n,
26. Show that the quadratic function ax^ -\-J)x-\-c can have
but one critical value, and that it
will depend upon the sign of the
coefficient a whether that value
is a maximum or a minimum.
27. A line is required to pass
through a fixed point P, whose
co-ordinates are a and h in the
plane of a pair of rectangular
axes OX and OY. "What angle
must the line make with the axis
of X, that the area of the triangle XYO maybe a minimum?
Show also that P must bisect the segment XY,
Express the intercepts which the line cuts off from the axes in terms of
a, b and the variable angle a. The half product of these intercepts will
be the area.
We shall thus find
FlO. 13.
«'i
,\ 'I
; n
I
2 Area = {a-\-b cot cc)ip -f- a tan a) = 2ad -{- a^ tan a +
tan a
a
f '
1 T"
1
I
5
1 1. ■
;!:'
1!
h
I'
L
iili;
i
1
i ^
1
r
i
'in,
v:'
f
l>
I Jli
I ■'.
122
7!ffiS^ DIFFERENTIAL CALCULUS.
Then, taking tan a: — < as the independent variable, we readily find, for
the critical values of t and or.
«= ±
a'
or a sin a = ± 6 cos a.
It is then to be shown that both values of t give minima values of the
area ; that the one minimum area is 2ad, and the other zero ; that in the
first case the line YX is bisected at P, and in the other case passes
through 0.
28. Show by the preceding figure that whatever be the an-
gle XO Y, the area of the triangle will be a minimum when
the line turning on P is bisected at P.
The student should do this by drawing through P a line making a
small angle with XPT. The increment of the area XOY will then be
the difference of the two small triangles thus formed. Then let the small
angle become infinitesimal, and show that the increment of the area
XOFcan become an infinitesimal of the second order only when PX=z
PY.
29. A carpenter has boards enough for a fence 40 feet in
length, which is to form three sides of an enclosure bounded
on the fourth by a wall already built. What are the sides
and area of the largest enclosure he can build out of his ma-
terial? Ans. 10 X 20 feet = 200 square feet.
30. A square piece of tin is to have a square cut out from
each corner, and tlio four projecting flaps are to be bent up so
as to form a vessel. What must be the side of the part cut
out that the contents of the vessel may be a maximum?
Ans. One sixth the side of the square.
31. If, in this case, the tin is a rectangle whose sides are
2a and 2h, show that the side of the flap is
32. What is the form of the rectan-
gle of greatest area which can be drawn
in a semicircle?
Note that if r be the radius of the circle,
and X the altitude of the rectangle, |/r* — «*
will be half the base of the rectangle.
Fio. 14.
MAXIMA AND MINIMA,
123
lily find, for
values of the
; that in the
case passes
be the an-
muin when
ine making a
" will then he
1 let the small
t of the area
y when PX =
e 40 feet in
ire bounded
re the sides
t of his ma-
juare feet,
ut out from
DO bent up so
the part cut
imum?
he square,
ose sides are
-^
1
X '9^B
/
\ ''^H
\ '-^^H
y
\ ' -'-'i^^H
f
\ ^^^H
/
\ l^M.
/
\ '^^B
f
\ ' '^^B
/
o
\ 'Wk
69. Case when the function which is to he a maximum or
minimum is expressed as a function of two or more variables
connected hy equations of condition.
The function which is to be a maximum or minimum may
be expressed as a function of two variables, x and y, thus:
u = . If N and D both
become infinite, 1-4-7) and 1 ~r N will both become infini-
tesimal, and thus the indeterminate form of the fraction will
bet.
Again, if of two factors A and B, A becomes infinitesimal
while B becomes infinite, we write the product in the form
; ^, and then it is a fraction of the first form.
I -i- B
But this transformation cannot always be successfully ap-
plied unless the term which becomes infinite does so through
having a denominator which vanishes. For example, let it
be required to find the limit of
a;'"(log xY
for X ^0. Here x^ approaches zero, while log x, and there-
fore (log xY, becomes infinite for x-=0. Hence the denomi-
nator of the transformed fraction will be ^ (putting for
brevity I = log x). The successive derivatives of this quantity
with respect to x are
xl
— • ^M I ^ + ^V etc
The successive derivatives of the numerator are
wa;"*"^; m^ni — l)x^~^', etc.
The limiting values of the given quantity x'^V*' thus become
^r^min + i m{m — l)x^
„m
n
n
1 , ri + iy
n + 1 1 l^ +» J
etc..
which remain indeterminate in form how far soever we may
carry them.
'i!
INDETERMINATE F0RM8.
133
ihus become
ever we may
In such cases the required limit of the fraction can be
found only by some device for which no general rule can bo
laid down. In the example just given the device consists in
replacing a; by a new variable y, determined by the equation
log a; = — y.
We then have x = c~'".
Since for x i y i oo , we now have to find the limit of
f or y i 00 .
By taking the successive derivatives of the two terms of
the fraction —-, we have the successive forms
ny""' \ n{7i — l)y "-^^ n{n -- 1) {71 — %)y
n — 3
etc.
Whatever the value of n, we must ultimately reach an ex-
ponent in the numerator which shall be zero or negative, and
then the numerator will become n\ if n is a jiositive integer,
and will vanish for y = co , if 71 is not a positive ^.iteger. But
the denominator will remain infinite. Wo therefore con-
clude:
lim. [a:'"(log x^] (x ^ 0) = 0,
whatever be m and 71, so long as 7n i positive.
From this the student should show, by putting z~x~''- and
m = 1, that the fraction
z
becomes infinite with z, how great soever the exponent 71, and
therefore that any iTiJinite munber is an infinity of higher
order than any power of its logarithm,
73. Foi-m 00 — 00 . In this case we have an expression of
the form
F{x) = u — V,
.' ''i
> ''P
1(1
I ..'
^V)\
J (
134
THE DIFFEUIUNTIAL CALCULUS.
I. I
in which both u and v become infinite for some value of x.
Placing it in the form
F{x) = «(i - g,
wo see that F{j^ will become infinite with u unless the fraction
v
— approaches unity as its limit. When this is the case the
expression takes the form qo x of the preceding article.
74. Form 1". To investigate this form lot us find the
limit of the expression
'i+ir
(-
nl
u
when n becomes infinite. Taking the logarithm, we have
log ?« = hn log ^1 + -j
= hn \ — -. + j7—, — ...!•
Making n infinite, we have
lim. log u = U;
or, because the limit of log u is the logarithm of lim. u,
log lim, 11 = h.
lim. (l + ^)''V:^oo) = e\
Hence
In order that this result may be finite, h itself must not be
infinite. Wo therefore reach the general conclusion:
Theorem. In order that an expression of the form
(1 + ccY
may have a finite limit when a becomes infinitesimal and x
infinite, the product ax must not become infinite.
Cor, If the product ax approaches zero as a limit, the
given expression will approach the limit unity.
INDETERMINATE FORMS.
136
75. Forms 0* and oo*. Lot an expression taking either
of these forr s as a limit be represented by u^^F. The
problem is to find the limiting value of the expression when
approaches zero and i« either approaches zero or becomes
infinite.
From the identity w = c '«« "
we derive F=ti'^ = e^ •"« ".
We infer that the limit of F will depend upon that of l
143
THE DIFFERENTIAL CALCULUS.
80. Equations of certain Noteworthy Curves. The Cycloid.
The cycloid is a curve described by a point on the circumfer-
ence of a circle rolling on a straight lin*^. A point on the
circumference of a carriage-wheel, as the carriage moves,
desciibes a series of cycloids, one for each revolution of the
wheel.
To find the equation of the cycloid, let P be the generating
point. Let us take the line on which the circle rolls as the
axis of X, and let us place the origin at the point where P
is in contact with the line OX.
! '
O Q K B ^
Fia.si.
Also put
a E the radius of the circle ;
u E the angle through which the circle has rolled, expressed
in terms of unit-radius.
Then, when the circle has rolled through any distance OR,
this distance will be equal to the length of the arc PR of the
circle between P and the point of contact R, that is, to au.
We thus have, for the co-ordinates of the centre, G, of the
circle,
z = au'y
y^a\
and for the co-ordinates of the point P on the cycloid.
x = aw — fl sin w = a(\i — sin w);
y = rt — fl cos w = rt(l — cos u)
;1
(1)
which an the equations of the cycloid with w as an independ-
ent variable.
PLANE CURVES.
143
To eliminate u, find its value from the second equation^
w = cos<-«(l-^V
This gives
sin u = ^1 — cos' u = — ^.
a
Then, by substituting in the first equation
X = a cos<~** — V2ay — y%
which is the equation of the cycloid in the usual form.
(2)
81. The Lemniscate is the locus of a point, the product of
whose distances from two fixed points (called foci) is equal
to the square of half the distance between the foci.
Let us take the line joining the foci as the axis of X, and
the middle point of the segment between the foci as the
origin. Let us also put cEhalf the distance between the
foci.
Fio. 22.
Then the distances of any point (x, y) of the curve from
the foci are
. V(x-cy-{-y^ and V(x + cy-\-y\
Equating the product of these distances to c', squaring and
reducing, we find
(x^ + yy = 2c'(a:' - y% (3)
which is the equation of the lemniscate.
'I (
'I '■
--'h
I
M
*
H
t
144
J'
i!
ill
11
fr
T5:fi? DIFFERENTIAL CALCULUS.
(5)
Transforming to polar co-ordinates by the substitutions
X = r cos 6,
y = r sin ^,
we find, for the polar equation of the lemniscate,
r' = 2c» cos 2^. (4)
Putting ?/ = 0, we find, for the point in which the curve
cuts the line joining the foci,
x= ± i^2c = a.
The line a is the semi-axis of the lemniscate. Substitut-
ing it instead of c, the rectangular and polar equations of the
curve will become
{X' + fy = a\x^ - f);
r^ = a^ cos 2/9.
83. The Arcliimedean Spiral. This curve is generated
by the uniform motion of a point along a line revolving uni-
formly about a fixed point.
To find its polar equation, let us take the fixed point as the
pole, and the position of the revolving line when the generat-
ing point leaves the pole
as the axis of reference.
Let us also put
a E the distance by
which the generating
point moves along the
radius vector \/hile the
latter is turning thr'^^igh
the unit radius.
Then, when the ra-
dius vector has turned
through the angle 6, the
point will have moved
from tlie pole through the distance aO,
r = aO
Fig. 23.
Hence we shall have
as the polar equation of the Archimedean spiral.
PLANE GUnVES.
145
If we increase 6 by an entire revolution (27r), the corre-
sponding increment of r will be llTia, a constant. Hence:
The Archimedean spiral cuts any fixed jmsitioii of the ra-
dius vector in an indefinite series of eqiiidistant points,
83. The Logarithmic Spiral. This is a spiral in which
the logarithm of the radius vector is proportional to the angle
through which the radius vector has moved from an initial
position. Hence, if we put 6^
for the initial angle, we have
log r = l{e- 0X
I being a constant. Hence
19 - 19, - Wo 10
r = e * = e "e ,
Putting, for brevity,
a=ze ,
the equation of the logarith-
mic spiral becomes fio. 24.
r = ae^^,
a and I being constants.
EXERCISES.
1. Show (1) that the maximum ordinate of the lemniscate
is |c, and (3) that the circle whose diameter is the line join-
ing the foci cuts the lemniscate at the points whose ordinatea
are a maximum.
2. Find the following expression for the square of the dis-
tance of a point of a cycloid from the starting point (0, Fig.
21):
r = 2ay -{- 'Huax — a'w*.
3. A wheel makes one revolution a second around a fixed
axis, and an insect on one of the spokes crawls from the cen-
tre toward the circumference at the rate of one inch a second.
Find the equation of the spiral along which he is carried.
^1
' 1
t
I '
t
'^1
146
THE DIFFERENTIAL CALCULUS.
4. If, in that logarithmic spiral for which ^ = 1 and 1=1,
r = 6*,
the radius Toctor turns through an arc equal to log 2, its
length will be doubled.
5. li, in any logarithmic spiral, one radius vector bisects
the angle between two others, show that it is a mean propor-
tional between them.
6. Show that the pair of equations
X = au ,
represent a parabola whose parameter is
a'
7. If, in the equation of the Archimedean spiral, and
therefore r take all negative values, show that we shall
have another Archimedean spiral intersecting the spiral given
by positive values of in a series of points lying on a line at
right angles to the initial position of the revolving line.
This should be done in two ways. Firstly, by drawing the continua-
tion of the spiral when, by a negative rotation of the revolving line, the
generating point passes through the pole. It will then be seen that the
combination of the two spirals is symmetrical with respect to the vertical
axis. Secondly, by expressing the rectangular co-ordinates of a point of
the spiral in terms of we have
« = aG cos 0,
y = aO sin 0.
Changing the sign of in this equation will change the sign of x and
leave y unchanged.
8. Show that if we draw two lines through the centre of a
lemniscate making angles of 45° with the axes, no point of
the curve will be contained between these lines and the axis
of V.
n of 0! and
TANGENTS AND NORMALS.
147
CHAPTER XII.
TANGENTS AND NORMALS.
84. A tangent to a curve is a straight liii^ through two
coincident points of the curve.
Fia. 25.
A normal is a straight line through a point of the curve
perpendicular to the tangent at that point.
The subtangent is the projection, TQy upon the axis of
X, of that segment TP of the tangent contained between
the point of contact and the axis of X,
The subnormal is the corresponding projection, QN, of
the segment PN of the normal.
Notice that a tangent and a normal are linos of indefinite
length, while the subtangent and subnormal are segments of
the axis of abscissas. Hence the former are determined by
their equations, which will be of the first degree in x and y,
while the latter are determined by algebraic expressions for
their length.
But the segments TP and PN" are sometimes taken as
lengths of the tangent and normal respectively, when we con-
sider these lines as segments.
M
i
t
1 4jl
I. 'I
t
II
3 i
1 '
i'S
!
}
148
y//^ DIFFERENTIAL CALCULUS.
85. General Eqiiat ion for n Tdwient. The general prob-
lem of tangents to a curve may bo stated th«s:
7b find the conditvm which the parameters of a straight
line must satisfy in order that the line may be tangent to a
given cnrve.
But it is commonly considered in the more restricted form:
To find the equation of a tangent to a curve at a given point on
the curve.
Ijct {x^f ?/,) be the given point on the curve. By Analytic
Geometry the equation of any straight line through this point
may be expressed in the form
y-y,-m{x- xy, (5)
m being the tangent of the angle which the line makes with
the axis of X, But we have shown (§ 30) that
*" - dx:
this differential coefficient being formed by differentiating the
equation of the curve. Uenco
(6)
is the equation of the tangent to any curve at a point (a;,, y,)
on the curve.
Equation of the Normal. The normal at the point (a;,, y,)
passes through this point, and is perpendicular to the tangent.
If m' be its slope, the condition that it shall be perpendicular
to the tangent is (An. Geom. )
— = _ JL
m ~ dyl
dx.
m' = = -
Hence the equation of the normal at the point (a:,, y,) is
dx
iy - ?/,) = a;,
x.
m
TANGENTS AND N0UMAL8,
149
In these equations of the tangent and normal it is necoBsary
to distinguish between the cases in which the symbols x and
y represent the co-ordinates of points on the tangent or nor-
mal line, and those where they represent the given point of
the curve. Where both enter into the same equation, one set,
that pertainiag to the curve^ must be marked by suflixes or
accents.
86. 8%ibtangent and Subnormal. To find the length of
the subtangent and subnormal, we have to find the abscissa
a;, of the point T in which the tangent cuts the axis of abscis-
sas. We then have, by definition,
Fio. 26.
Subtangent = x^ — x^
The value of x^ is found by putting y = and x
the equation of the tangent. Thus, (6) gives
- ^' = ^;(^« - ''■>•
Hence, for the length of the subtanorent TQ,
Subtangent = a;, — a;„ = J^,
We find in the same way from (7), for QN,
Subnormal = — t/.^'«
dx^
x^m
(8)
(9)
i '
P
ii»
1 jjlH!'
« ;
fault *
ii
H
! :
\ '
•}\
I
160
TEE DIFFERENTIAL CALCULUS.
:i :■
:i 5'
87. Modified Forms of the Equation. In the preceding
discussion it is assumed that the equation of the curve is given
in the form
But, firstly, it may be given in the form
F{x, y) = 0.
We shall then have (§ 37)
dF
dy^ dx^
Substituting this value in the equations (6) and (7), we find
^ . dF, . dF. . "i
Tangent: -^(y - yj = ^{x, - x); •
Normal: -y~ (i/ — V,) = ^— (« — «,).
dz, - ^*' dy^^ "
(10)
Sec adly;, if the curve is defined by two equations of the
form
(11)
we have
dy^ __ du
dx^ ~ dx '
du
in which there is no need of suffixes to x and y in the second
member, because this member is a function of u, which does
not contain x or y.
By substitution in (6) and (7), we find
Eq. of tangent: {y - y,)^ = {x - a:,)^. '
Eq. of normal: (y - y,)'^ = (a;, - x)^.
du
y (13)
TANGENTS AND NORMALS.
151
By substituting in these equations for a;,y„ -r- and ^
ay
du
their values in terms of u, the parameters of the lines will be
functions of w. Then, for each value we assign to u, (11)
will give the co-ordinates of a point on the curve, and (12)
will determine the tangent and normal at that point.
88. Tangents and Normals to the Conic Sections. Writing
the equation of the ellipse in the form
oY 4- *•«• = a^h\ (a)
we readily find, by differentiation,
dy _ b*x
dx ~~ a*y'
Applying the suffix to x and y, to show that they represent
co-ordinates of points on the ellipse, substituting in (6) and
(7), and noting that x^ and y, satisfy (a), we readily find:
For the tangent: ^ + ^tt = 1.
a* h*
For the normal: -x y — a* — h*.
Taking the equation of the hyperbola,
we find, in the same way.
For the tangent: ^ — ^ = 1.
a" h*
For the normal: -xA — y = a' 4- 5".
Tr-king the equation of the parabola,
we find, by a similar process.
For the tangent: y,y = p(x -f a;,).
For the normal: y ^ y^:= ^ -{^i — ^)»
I: ^1;'
<-,:
: i
iih
i t
■A
■ i
s -i
SI
','"'
5
162
THE DIFFERENTIAL CALCULUS.
89. Problem. To find the length of the perpendicular
dropped from the origin upon a tangent or normal.
It is shown in Analytic Geometry that if the equation of a
straight line be reduced to the form
Ax-\-By-\-G=0,
the perpendicular upon the line from the origin is
C
VA' + B'
It must be noted that in the above form the symbol C rep-
resents the sum of all the terms of the equation of the line
which do not contain either x or y.
If we have the equation of the line in the form
y-y, = m{x- x^), ^
we write it mx — y — mx^ -f y^ = 0, . '
and then we have
-4 = m;
0=y,- mx^.
Thus, the expression for the perpendicular is
y, — mx,
p = ^' ' -
Vw' + 1
Substituting for m the values already found for the tan-
gent and normal respectively, we find.
For the perpendicular on the tangent :
P
/
^ + 4)'
ds
(1)
For the per2)endicular on the normal :
x4-V^'
p =
^^+(S:)'
ds
(2)
TANGENTS AND NORMALS.
163
Fig. 27.
90. Tangent and Normal in Polar Co-ordinates,
Problem. To find the
angle which the tangent at
any point makes with the
radius vector of that point.
Let PP' be a small arc
of a curve referred to polar
co-ordinates;
KP, a small part of the
radius vector of the point
P (the pole being too far
to the left to be shown in
the figure);
K'P', the same for the point P\
KSR, a parallel to the axis of reference. Drop PQlK'P'.
Let SPT be the tangent at P, We also put
y = angle KPS which the tangent makes with the radius
vector.
Then let P' approach P as its limit. Then
QP' = dr; PQ = rdd;
PQ . rdS
^^^y^-QP^-Tr-
We also have
1 1 dr
(1)
cos y
4/(1 + tan" y)
/k+en*
sin y = cos y tan y =
i/|-^(l)T
\ (3)
Cor, The angle RSP which the tangent makes with the
^xis of reference is ^ -j- 6*.
■ I
X-.
l[ ill
t
m
»
l!^ !
I'"
m 1
:i
n->ii
th '
III
164
THE DIFFERENTIAL CALCULUS.
91. Perpendimdar from the Pole upon the Tangent and
Normal. When y is the angle between the tangent and the
radius vector, we readily find, by geometrical construction,
that the perpenuicular from the pole upon the tangent and
normal are, respectively,
j3 = r sin ^^ and p — r cos y.
Substituting for sin y and cos y the values already found,
we have.
For the perpendicular on tangent :
p =
/l^'+ST
For the jwrpendicular on normal :
r
P =
dr
v^i^'^m"'
(3)
92, Problem. 7b find the equation of the tangent and
normal at a given poi7it of a curve -whose :'quatio7i is expressed
in polar co-ordinates.
It is shown in Analytic Geome(.ry that if we put
p = the perpendicular dropped from the origin upon a line;
a E the angle which this perpendicular makes with the
axis of X;
the equation of the line may be written
X cos fx -}- y sin a — p = 0. (1)
Now, as just shown, the tangent makes the angle y -\- (^
with the axis of X, and the perpendicular dropped upon it
makes an angle 90° less than this. Hence we have
a = y ^6- 90°;
cos a = sin (y -{- 0) = sin y cos d -f- cos y sin 6;
sin « = — cos {y -{- 6) =: — cos y cos ^ + sin ;^ sin d.
TANGENTS AND NORMALS.
155
By substitution in (1), the equation of the tangent becomes
a:(8in y cos + cos y sin 6)
— y(coB y cos — Bin y sin 6) — p = 0.
Substituting f o- cos y, sin y and ji the values already found,
this equation of the tangent reduces to
Ir cos & -\- -,n sin 0jx-{-lr sin — -jh cos 6) y — r* = 0, (2)
r and being the co-ordinates of the point of tangency.
In the ease of the normal the perpendicular upon it is
parallel to the tangent. Therefore, to find the equation of
the normal, we must put in (1)
a = y -\- 0,
Substituting this value of a, and proceeding as in the case
of the tangent, we find, for the normal,
-j^ cos — r sin 0jc -\-ir cos ^ + ;t^ sin ^J y — r-r-n = O* (3)
Generally these equations will be more convenient in use if
we divide them throughout by r. Thus we have:
Equaiion of the tangent :
cos ^ + - ~ sin 0jx-\- [sm ^ - - ^^ cos 0\y - r = 0. (4)
Equation of the normal :
1 dr
rdS
cos
0-Bm0jx^ [^ ^~ sin + cos 0jy - ~ = 0. (5)
I
In using these equations it must be noticed that the co-
efficients of X and y are functions of r and 0, the polar co-
ar
ordinates of the point of tangency. When r, and -^^ are
given, this point and the tangent through it are completely
determined.
i
W il
166
a:
ii
? ?
I f
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Hi i
i
THE DIFFEBEyTlAL CALCULUS.
EXERCISES.
1. Show that in the case of the Archimedean spiral the
general expressions for the perpendiculars from the pole upon
the tangent and normal, respectively, are
Thence define at what point of the spiral the radius vector
makes angles of 45° with the tangent and normal. Find also
what limit the perpendicular upon the normal approaches
as the folds of the spiral are continued out to infinity.
Show also from § 92 that the tangent is perpendicular to
the line of reference at every point for which
r sin (^ — a cos 6^ = 0,
and hence that, as the folds of the spiral are traced out to
infinity, the ordinates of the points of contact of such a tan-
gent approach ± a as their limit.
2. Show by Eq. 12 that in the case of the logarithmic
spiral the angle which the radius vector makes with the tan-
gent is a constant, given by the equation
tan y =-j-»
3. Show from Eq. 12 that if a curve passes through the
pole, the tangent at that point coincides with the radius
dr
vector, unless -^^ = at this point. Thence show that in the
lemniscate the tangents at the origin each cut the axes at
angles of 45°.
4. Show that the double area of the triangle formed by a
tangent to an ellipse and its axes is . Then show that the
area is a maximum when — ' = ± p,
a
Show also that the area of the triangle formed by a nor-
mal and the axes is a maximum for the same point.
ASYMPTOTES AND SINGULAR POINTS.
157
*?>
CHAPTER XIII.
OF ASYMPTOTES, SINGULAR POINTS AND
CURVE-TRACING.
93. Asymptotes. An asymptote of a curve is the limit
which the tangent approaches when the point of contact re-
cedes to infinity.
In order that a curve may have a real asymptote, it must
extend to infinity, and the perpendicular from the origin upon
the tangent must then approach a finite limit.
For the first ''ondition it sufiices to show that to an infi-
nite value cf one co-ordinate corresponds a real value, finite
or infinite, of the other.
For the second condition it suffices to show that the expres-
sion for the perpendicular upon the tangent (§§ 89, 91) ap-
proaches a finite limit when one co-ordinate of the point of
contact becomes infinite. If, as will generally be most con-
venient, the equation of the curve is written in the form
F{x,y) = 0, (1)
the value (1) of the perpendicular, omitting suffixes, may be
reduced to
P =
dF dF
^ dy dx
m
+
\dv / )
(2)
If this expression approaches a real finite limit for an
infinite value of x or y, the curve has an asymptote.
If the curve is referred to polar co-ordinates, we use the
expression (3), § 91, for j). If this approaches a real finite
limit for an infinite value of r, the curve has an asymptote.
U !ll
Til
H
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:'t'
I
168
TEE DIFFERENTIAL CALCULUS.
%
I is
Lis
m
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I
The existence of the asymptote being thus established, its
equation may generally be found from the form (10), § 87,
which we may write thus:
dF , dF dF , dF
(8)
by supposing ar, or y, to become infinite.
fl F (IF
CommoD^ ^^)o coefficients -7- and -j— will them selves bo-
dx^ dy,
come infinite .p^itli b^ co-ordinates. We must then divide
the whole equation by such powei s of x^ and y^ that none of
the terms shall become infinite.
94. Examples of Asymptotes,
1. F(x) = x'-\- y*— daxy = O.(rt)
The curve represented by this
equation is called the Folium of
Descartes. The equation (3) gives
in this case, applying suffixes,
(x* - ay,)x + (y/ - ax;)y
= «.' + y/ - 2aa;,y, = ax^y,.
To make the coefficients of x and
y finite for a;^ = 00 , divide by a;,y,. Then the equation bo-
comes
Fio. 28.
fx. a\ , fy, a \
(-' ]x-{- •-* ]y
\y, xj ^W, y,r
a = 0.
W
Let us now find from (a) the limit of y^ for a;, = 00 . Wo
have
X X
The second member of this equation will approach zero as
a limit, unless y, is an infinite of as high an order as x*,
which is impossible, because then the first member of the
equation containing y,' would be an infinite of higher order
ASYMPTOTES AND SINGULAR POINTS
169
than the second member^ which is absurd. Hence, passing
to the limit,
Urn. (|')(rt,i=o) = -l.
Then, by substitution in (b), we find, for the asymptote,
X -\- y ■\- a =■ 0.
2. Take next the equation
F{x, y) = x^ — 2x*tf — ax^ — «'y = 0. (a)
With this equation (3) becomes
= Zx* — 6a;/y, — 3a; - a'j/,. (*)
Fig. 29.
"We notice that the terms of highest order in the second
member are three times those of highest order in (a). From
{a) we have
X* - 2x^'y ~ ax* + a'y,.
Substituting in tlie second member of (b), and dividing by
a:,*, (/>) becomes
Solving (a) for y, we find
h - ^.' - ^^i
an expression which approaches the limit ^ when a;, = oo ,
Thus, passing to the limit, (b') gives, for the equation of the
asymptote,
35 — 2y = a.
|!»
.il5
!ii!il
160
THE DIFFERENTIAL CALCULUS.
I
I; I I
ll
i - ■
3. The Witch of Agnesi. This curve is named after the
Italian lady who first investigated its
properties. Its equation is
x'y + a'y — a* = 0. {a)
The equation of the tangent is
2x^y^x + (:c; + a')y = Sx^y, + a\ = 3a' - 2a\. (b)
By solving (a) for x and y respectively we see that a;, may
become infinite, but that y, is always positive and less than a.
Hence, to make the coefficient of y in (b) finite for :r, = oo ,
we must divide by a:,', which reduces the equation of the
asymptote to
y = 0.
Hence the axis of x is itself an asymptote. \
95, Points of Inflection. A point of inflection is a point
where the tangent inter-
sects the curve at the
point of tangency.
It is evident from the
figure that in passing
along the curve, and con-
sidering the slope of the ^^<*- ^*-
tangent at each point, the point of inflection is one at which
this slope is a maximum or a minimum. Because we have
slope = |.,
the conditions that the slope shall be a maximum or minimum
are
dx* ^
d'y
and -— different from zero. If the first condition is fulfilled,
but if -T^, is also zero, we must proceed, as in problems of maxi-
I s!
ASYMPTOTES AND SINGULAR POINTS.
161
ma and minima, to find tlie first derivative in order which
does not vanish. If the order of this derivative is even, there
is no point of inflection for -j^ = ^J if odd, there is one.
As an example, let it be required to find the points of in-
flection of the curve
xy^ = a'{a — x).
Eeducing the equation to the form
we find
f
~ X
-a\
dy
dx
= —
a*
2x'y'
cry
dx'~~
a*
2x*v
ii^^y +
^,dy>
dx J
"" 2x*v
The condition that this expression shall vanish is
4:xy^ = «*,
which, compared with the equation of the curve, gives, for the
co-ordinates of the point of inflection.
x^-^a; y
V'6
EXERCISES.
Find the points of inflection of the following curves :
X
I. xy = rt' log -.
Ans.
X = ac^.
a
ix = a{l — cos u);
y
|«e *.
2. 1'^ = ''^
\y = a{nu + sin u).
Ans. <
X
n
,=4o.-..(-L)+i^).
, I.
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il
II
162
THE DIFFERENTIAL CALCULUS.
Fio. 82.
96. Singular Points of Curves, If we conceiye an infini-
tesimal circle to be drawn round any
point of a curve as a centre, then, in
general, the curve will cut the circle in
two opposite points only, which will
be 180" apart.
But special points may sometimes bo
found on a curve where the infinitesimal circle will be cut in
some other way than this: perhaps in more or less than two
points; perhaps in points not 180° apart. These are called
singular points.
The principal singular points are the following:
Double-points; at which a
curve intersects itself. Here the
curve cuts the infinitesimal circle
in four points (Fig. 33).
Cusps; where two branches of
a curve terminate by touching
each other (Fig. 34). Here the
infinitesimal circle is cut in two coincident points.
Stopping Points; where a curve suddenly
ends. Here the infinitesimal circle is cut in
, . , . , Fio. 36.
only a smgle point.
Isolated Points; from which no curve proceeds, so l._^
that the infinitesimal circle is not cut at all. fio. 36.
Salient Points; from which proceed two branches making
with each other an angle which is neither zero nor 180".
Here the infinitesimal circle is cut in two points which are
neither apposite nor coincident.
There may also be multiple-points, through which the curve
passes any number of times. A double-point is a special kind
of multiple-point.
A multiple-point through which the curve passes three
times is called a triple-point.
Fio. 83.
Fio. 84.
I infini-
) cut in
lan two
3 called
to. 84.
35.
o
Fio. 36.
making
r 180".
ich are
le curve
al kind
3 three
ASYMPTOTES AND SINGULAR POINTS.
163
97. Condition of Singular Points. Let {x^, y,) be any
point on a curvo> and let it be required to invutstigate the
question whether this point is a singular one. Wo Urst trans-
form the equation of the
curve to one in polar co-
ordinates having the point
(^0* .*/o) ^ ^^® polo. To do
this we put, in the equation
of the curve,
x = x^-i- pcoBd;) jjj
y = y,+ pemO.)
The resulting equation
between p and 6 will be the fio. 87.
equation of the curve referred to {x^, y^) as the pole. More-
over, if we assign to /o a fixed value, the corresponding value
of 6 derived from the equation will be the angle 6 showing
the direction QP from Q to the point P, where the circle of
radius p cuts the curve. The limit which 6 approaches as p
becomes infinitesimal will determine the points of intersection
of the infinitesimal circle with the curve.
If, now, the given equation of the curve is
F(x, y) = 0,
then, by the substitution (1), the polar equation will be
F{x, + P cos e,y, + p sin 6) = 0. (2)
Now, let us develop this expression in powers of p by Mac-
laurin . theorem. Since p enters into (2) only through x and
y in (1), we have
dF dF dx , dF dy JF , . JF_ „,
-7-=-^--T- + -j--^=cos 6-^ + sin 0-j~ = F',
dp dx dp dy dp dx dy
(because -^- = cos 6 and -:- = sin 6],
\ dp dp i
Then
il
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I ,i
164
THE DIFFERENTIAL CALCULUS.
dp^ ~ dp ™ Kdx" dp dxdy dpi
4_ sin e{~ ^4.t.^ ^\
[dxdy dp dy^ dp)
= cos' e^- + 3 sin 19 cos 6^^- + sin' ^^f = F".
dx dxdy dy
Noting that when p = then x = x^, we see that the de-
velopment by Maclaurin's theorem will be
F[x, y) = F{x^, y,) + p(cos e'-^ + sin ^^ j
. 1 ,/ , J'F . „ . 1 . d'F , . , J'F
-\- -p \ cos ff^—-, + 2 Sin 6/ cos ff-^ — -. h sm 6-j—r
2"^ \ dx/ dx^dy, dy/
-\- etc. = 0.
dW dF
Here -j- means the value of y- when x^ is put for x, etc.
Because (a-^, yj is by hypothesis a point on the curve, we
have F{x^y ?/„) = 0, and the only terms of the second member
are those in p, p', etc. Thus the polar equation (2) of the
curve may be written
FJP + i^o'V + Frp' + etc. = 0, )
5. = 0. f
(3)
li !
OP F: + FJ'p + F/'^p" + etc.
To find the points in which the curve cuts a circle of radius
p, we have to determine ^ as a function of p from this equa-
tion. When p is an infinitesimal, all the terms after the first
will be infinitesimals. Hence, at tlie limit, ivhere p becomes
infinitesimal 6 must satisfy the equation
f: = 0,
dF
fix
which ffives tan 6 = — -~.
dF
Wo
This is the known equation for the slope of the tangrnt at
{x^f yj, and gives only the evident result that ia general the
M
ASYMPTOTES AND SINGULAR POINTS.
165
curve cuts the infinitesimal circle along the line tangent to
the curve at Q.
But, if possible, lot the point (.^o^o) be so taken that
(i)
Then we shall have F/ ~ 0, and the equation (3) of the
curve will reduce to
F/'p + F/"p' + etc. = 0,
or F/' + F/''p + etc. = 0.
Again^ letting p become infinitesimal, we shall have at the
limit
5T //
(VF (PF
cop' (^~j—i -\- 2 sin cos 6
fPF
, , -fsin'^,--=0.
(5)
Dividing throughout by cos' 0, we shall have a quadratic
equation in tan 0, which will have two roots. 8inco each
value of tan gives a pair of opj)osite points in wliich the
curve may cut the infinitesimal circle, and since (5) depends
on (4), we conclude:
The necessary condition of a doiihle-jwi] it is that the three
equations
0,
j^,,y) = 0, ^^^^=0, ^3^'^)
dx, ' dij
shall he satisfied hy a sinyJe pair of values of x and y.
If the two values of tan 6 derived from FJ' = are equal,
we shall have either a cusp, or a point in wliich two branches
of the curve touch each other. If the roots are imaginary,
the singular point will be an isolated point.
1)8. Examples of Douhh'-poials. A curve whose equation
contains no terms of less tlum the second degree in x and y
has a singular point at tlio origin. For example, if the equa-
tion be of the form
F{x, y) ^- Px' + Qxy + Bf = 0,
then this expression and its derivatives with respect to x and
y will vanish for x = and y — 0.
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166
THE DIFFERENTIAL CALCULUS.
Let us now investigate the double-points of the curve
(y' - a'Y - 3aV - 2ax' = 0.
We have
(1)
dF
dx
dF
dy
Q{a^x -j- ax*) = — 6ax{a -f x);
My* - «') = -^yiy + «) (2/ - «)•
(3)
The first of these derivatives vanishes for x = or — a;
The second of these derivatives vanishes for y =0, — aor-{-a.
Of these values the original equation is satisfied by the fol-
lowing pairs:
^0 =
0; 0; -a;)
a; -{-a; 0; )
^0 = - «;
which are therefore the co-ordinates of singular points.
(3)
Fio. 38.
Differentiating again, we have
d'F
d'F
ax
^^"^^ ^=^' s^
- = 12?/' - 4a'.
Forming the equation F" = 0, it gives
ASYMPTOTES AND SINGULAR POINTS.
167
(12^' - 4a') tan' 6 = 6a' -\- 12ax.
Substituting the pairs of co-ordinates (3), we find:
At the point (0, — or), tan 6^ = ± ^ Vd;
At the point (0, + a), tan <9 = ± ^ V3;
At the point ( — a, 0), tan — ± Vf.
The values of tan being all real and unequal, all of these
points are double-points. The curve is shown in the figure.
Remark. In the preceding theory of singular points it is
assumed that the expression (2), § 97, can be developed in
powers of p. If the function F is such that this development
is impossible for certain values of x^ and y^, this impossibility
may indicate a singular point at (x^, y^.
99. Curve-tracing. We have given rough figures of va-
rious curves in the preceding theory, and it is desirable that
the student should know how to trace curves when their
equations are given. The most elementary method is that of
solving the equation for one co-ordinate, and then substitut-
ing various assumed values of the other co-ordinate in the
solution, thus fixing various points of the curve. But un-
less the solution can be found by an equation of the first or
second degree, this method will be tedious or impracticable.
It may, howevor, commonly be simplified.
1. If the equation has no constant term, we may sometimes
find the intersections of the curve with a number of lines
through the origin. To do this we put
y = mx
in the equation, and then solve for x. The resulting values
of x as a function of m are the abscissas of the points in which
the curve cuts the line
y — mx =■ 0.
Then, by putting
m— ±1, ±2, etc.; m = ± i, ± |, etc.,
we find as many points of intersection as we please.
it^
f
I'
9 i
168
THE DIFFERENTIAL GALCULU
To makt this method practicable, the equations which tto
have to solve should not be of a degree higher than the secoTjd.
If the curve has a double-point, it may be convenient to
take this point as the origin.
2. If the equation is symmetrical in x and y or x and — y,
the curve will be symmetrical with respect to one of the lines
X — y = and x -\- y = 0.
The equation may then be simplified by referring it to
new axes making an angle of 45" with the original ones.
The equations for transforming to such axes are
X = [x' -\- y') sin 45°;
y=(^'- y') «in 45°.
Ajmlication to the Folium of Descartes, If, in the equa-
tion of this curve,
x' + y' = 3«a;y,
we put y = mx, we shall find
oam Sain^
X =
y
We also find, from the equation of the curve and the pre-
ceding expressions for x and y in terms of w,
dy _ x^ — a',' 2m — m*
dx ax
■~ y
l-2m='*
Then, for
771 =
1,
3
x =-- ^a;
y
3
dy
dx
= —
•1.
m —
o
2
x = ~a;
y-
4
= 3^;
dy
dx
=
4
5'
m —
3
2'
3G
^ = 35">
y
54
dy
dx
=
33
92*
m= —
2,
6
X = -^a;
y
12
dy
dx
=:: —
20
17-
etc.
etc.
etc.
etc.
Thus we have, not only the points of the curve, but the
rt:.i»<.;er.ts of the angle of direction of the curve at each point,
which will assist us in tracing it.
Bli
'^ f r
'':Wlr^
THEORY OF JENVELOPFS.
169
seconu.
lent to
id -y,
lie lines
g it to
3S.
le equa-
tho pre-
3
2*
7*
but the
I
I
i
CHAPTER XIV.
THEORY OF ENVELOPES.
100. The equation of a curve generally contains one or
more constants, sometimes called parameters. For example,
the equation of a circle,
{X - ay ^{y- by = r\
contains three parameters, a, h and r.
As another example, we know that the equation of a
straight line contains two independent parameters.
Conceive now that the equation of any line, straight or
curve, (which we shall call ^the line" simply,) to be written
in the implicit form
0(a;, y, a) = 0, (1)
a being a parameter. By assigning to a the several values
a, a*, a", etc., we shall have an equal number of lines whose
equations will be
^{x, y, a) = 0; cf)(x, y, a') = 0; (f){x, y, a") = 0; etc.
The collection of lines that cr.n thus be formed by assign-
ing all values to a parameter is called a family of lines.
Any two lines of the family, e.g., those wliich have a and
Of' as parameters, will in general have one or more points of
intersection, determined by solving the corresponding equa-
tions for X and y. The co-ordinates, x and y, of the point of
intersection will then come out as functions of a and ex'.
Su^^p (x,y,c) = and M^|^) = 0.
(2)
The vail es of x and y thus determined will, in general, be
functions of a; that is, we shall have
^ =/,(«); 2/ =/,(«); (3)
which will give the values of the co-ordinates x and y of the
iiLiitin;.{ p(.int of intersection for each value of a.
Now, suppose a to vary. Then x and y in (3) will also
vary, and will determine a curve as the locus of x and y.
Such a curve is called the envelope of the family of
lines,
Fro. 40.
Let c be the constant sum of the intercepts. Then, if a be
the one intercept, the other will be a — a. Thus the equa-
tion of the line is
-+-
a c
y
a
= 1,
in which a is the varying parameter.
Clearing of fractions, we may write the equation
cf){x, ijy a) = cx-\-a{ij — X — r) + a' = 0,
d(f)
whence
da
= y — X — c -\- 2it = 0.
From the last equation we have
a=:^x-y-{■ c);
this value of a being substituted in the other gives
ex — 'l{x — y -\- cY — 0,
or {x - yY - M^ -\- y) + c' = 0.
5 sum of the
istant.
'hen, if a be
s the equa-
0,
THEORY OF ENVELOPES.
176
This equation, being of the second degree in the co-ordi-
nates, is a conic section.
The terms of the second degree forming a perfect square,
it is a parabola.
The equation of the axis of the parabola is
X — y = 0.
To find the two points in which the parabola cuts the axis
of X we put y = 0, and find the corresponding values of x.
The resulting equation is
x' - 2cx -\-c^ = 0.
This is an equation with two equal roots, x = c, showing
that the parabola touches the axis of X at the point {c, 0).
It is shown in the same way that the axis of Y is tangent to
the parabola.
It may also be shown that the directrix and axis of the
parabola each pass through the origin, and that the parame-
ter is V 2c.
3. If the difference of the intercepts cut off by a line from
the axes is constant, it may be shown by a similar process
that the envelope is still a parabola. This is left as an exer-
cise for the student, who should be able to demonstrate the
following results :
(a) When the sum of the intercepts is a positive constant,
the parabola is in the first quadrant ; when a negative con-
stant, the parabola is in the third quadrant.
{/3) When the difference, a — b, of the intercepts is a posi-
tive constant, the parabola is in the fourth quadrant; when a
negative constant, in tlie second.
(y) The co-ordinate axes touch the parabola at the ends of
the parameter.
In each case the parabola touches each co-ordinate axis at
a point determined by the value of the corresponding inter-
cept when the other intercept vanishes, and each directrix
intersects the origin at an angle of 45" with the axis.
'
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f/.
J
M'i
176
THE DIFFERENTIAL CALCULUS.
4. Next take the case in which the sum of one intercept
and a certain fraction or multiple of the other is a constant.
Let m be the fraction or multiplier. We then have
i ^ ma = c = a constant.
The equation of the line then becomes
« c — 7na
1 = 0.
Proceeding as before, we find the equation of the envelope
to be
(mx — yY — 2c(mx + y) -|- c' = 0,
which is still the equation of a parabola.
6. To find the envelope of a line which cuts off intercepts
subject to the condition
-■4-- = l
(a)
m and n being constants.
We may simplify the work by substituting for the varying
intercepts a and b the single variable parameter a determined
by either of the equations
m n
sm Of = — ; cos a-—,
a _ b
The equation of the varying Lbj will then oecome
d>(x, v) = — sin or + — cos or = 1.
By differentiating with respect to a, we have
d a; for example, k = 2a. Then the
theorem would give
2
/» •« _ _ 1 _ 1 -
Jq y ~ a a ~
a
a negative finite quu.<>tity; whereas, in reality, the area is an
infinite '"lUf.ntitv.
The theorerr- fp.'Js bec-iuse, when x — a, y becomes infinite,
80 that ydx is not ihan necessarily an infinitesimal, as is pre-
supposed in the demonstration.
II becomes
i the two
arily hold
and finite
>le of the
uch limits
a, we put
Thus
(5)
it, so that
11 increase
well as by
Then the
area is an
es infinite,
, as is pre-
^^.%
DEFINITE INTEQBALa.
} *<
263
163. Change of Variable m Dejiuite Integrals. When,
in order to integrate an expression, wo introduce a new vari-
able, we must assign to the limits of integration the values of
the new variable which correspoad to the limiting values of
the old one. Some examples will make this clear.
Ex. 1. Let the definite integral be
^ dx
I
fQ a-\-x
Proceeding in the usual way, we find the indefinite integral
to be log (a -f- a;), whence we conclude
/";Ffi = '"S2«-log« = log2.
But suppose that we transformed the integral by putting
y = a-}-x; dy = dx.
Since, at the lower limit, x = 0, we must then have y = a for
this limit, and when, at the upper lim't, x = a, we have
y = 2a. Hence the transformed integral is
^dt/
which we find to have the same value, log 2.
Ex. 2. «« = / 2 sin x{l — cos x)dx.
We may write the indefinite integral in the form
/ sin xdx + / cos xd{co^ x).
In the first term x is still the independent variable. But,
as the second i? written, cos x is the independent variable.
Now, for
and for
x = 0, cos X = l'y
cos X = 0.
_ ^
A/
Henc^, writirg
^0
rr
"^' '^os X, the value of u is
in xdx -f- / ydy
l-^^-h.
T^.
ill
ii
264
fik
I'i
i
I I'
:'!
J
f
4^!
2!ffl2? INTEGRAL CALCULUS.
Remabk. The variable ivith respect to xoliich the integra-
tion is performed always disappears from the definite integral,
which is a function of the limits of integration, and of any
quantities which may enter into the differential expression.
Hence we may change the symbol of the variable at pleasure
without changing the integral. Thus whatever be the form
of the function 0, or the original meaning of the symbols x
and y, we shall always have
f (p(x)dx = f (f>{y)dy = f y»C pd pfl
I (/){x)dx + / {x)dx + . . . -f / {a,x) ^^ ^ dF{a,x) ^
J da da *
whence, if x^ and x^ are not functions of a,
(3)
d^{a,x) ^^ ^ dF{a, x,) _ dF{a, x,)
da da da
(*)
Hence from (3) we have the general theorem
Da I (p(a, x)dx = / Da(p{a, x)dx.
That is, the symbols of differentiation and integration with
respect to two independent quantities may he interchanged in
a definite inicgralj provided that the limits of integration are
not functions of the quantity with respect to which we differ-
entiate.
If the limits x^ and x^ are functions of a, we have, for the
total derivative of u„' with respect to a (§ 41),
du' fdu^^
da \ da )
By § 160 we have
du^^ dx^ du^^ dx^
dx^ da dx^ da'
dii^
dx^
-
= 777 = ^(^' y)'
dydx dif
Therefore, because of the interchangeability of differentiations.
d.
dU
dx
, dV
dx
~dy"
Then, by integration with respect to y,
dU _dV
ax
dx
278
TUK INTEQIUL CALCULUS.
n
M
!!
and, by intcgrution witli respect to x,
U= V-'rcx-\- c\
Putting c = and c' = 0, we have U = F, as was to bo
proved.
171. By the process of successive integration thus indi-
cated we obtain the vahie of a function of two variables when
its second derivative is given. The problem is, hawng an
equation of the form
dxdy
= 0(^, y)y
(2)
where 0(;f, y) is supposed to be given, to find ?*, as a func-
tion of X and y. This we do by integrating first with respect
to one of the variables, say x, which will give us the value
of -J—, because the first member of (2) is D^-i-. Then we in-
dy* ^ ' "dy
tegrate with respect to y, and thus get w.
As an example, let us take the equation
d'u
= W
or rt.-T- = xirdx^
dy ^
(3)
dxdy
Integrating with respect to x, we have
du 1 , , , y
^ = 2*3'+'''
h being a quantity independent of x, which wo have common-
ly called an arbitrary constant. But, in accordance with a
principle already laid down (§118), this so-called constant
may be any quantity independent of x, and therefore any
function we please to take of y.
Next, iutegi'ating (3) with respect to ?/, and putting
Y=fhdy,
we find ti = \xY + F + X,
in which X is any quantity independent of y, and so may be
an arbitrary function of x. Moreover, since h is an entirely
arbitrary function of y, so is Y itself.
8UCGE88I VE INTEGRA TION.
279
to bo
s indi-
8 when
ing an
a func-
respect
e yalue
L we in-
(3)
>mmon-
with a
onstant
)re any
may be
entirely
The student iihould now prove this equation by differenti-
ating with respect to x and y in succession.
173. Triple and Multiple Integrals. The principles just
developed may be extended to the case of integrals involving
three or more independent variables. The expression
(f){x, y, z)dxdydz
fff^
means the result obtained by integrating 0(;r, ;/, z) with re-
spect to Xf then that result with respect to y, and finally that
result with respect to z. The final result is called a triple
integral.
If we call F{x, y, z) the final integral to be obtained, we
have,
d'P{x, y, z) .. .
dx dydz = ^('^' y^ ^)>
and the problem is to find F(x, y, z) from this equation when
(p{Xf y, z) is given.
Now, I say that to any integral obtained from this equation
we may add, as arbitrary constants, three quantities: the one
an arbitrary function of y and z; the second an arbitrary
function of z and x; the third an arbitrary function of x and y.
For, let us represent any three such functions by the symbols
[y, z], [z, a;], [x, y],
and let us find the third derivative of
F{x, y, z) 4- [y, z] + [z, x] + [x, y] = u
with respect to x, y and z. Differentiating with respect to
X, y and z in succession, we obtain
dx
du _ dF{x, y, z) d[z, x] d[x,y] ^
dx dx dx ^"^ ■
d^u _ d^'Fi^x, y, z) d'[x,y']^
dxdy dxdy dxdy '
d\t
d*F{xyy yz)^
dxdydz *
dxdydz
an equation from which the three arbitrary functions have
entirely disappeared.
! in
JH:
280
THE INTRORAL CALCULUS.
i
It is to be romarkcd that ono or both of tho variables may
disappear from any of these arbitrary functions without chang-
ing their character. The arbitrary function of y and z, being
any quantity wliatever that does not contain x, may or may
not contain y or z, and so with tho others.
As an example, let it be required to find
u •= I I I {x — a)(y ^ b){z — c)(lxdydz.
Integrating with respect to z^ and omitting the arbitrary
function, we have
/ / i(^ — «)^y — h)(z — cydxdy.
Then integrating with respect to y,
tl =f'^^'' - ") ^y - *)' <' - "■>''
which gives, by integrating with respect to x, and adding the
arbitrary functions,
u = i{x- ay(y - l)\z - c)' + [y, z\ + \z, x\ + [a;, y\.
The same principle may be extended to integrals with re-
spect to any number of variables, or to multiple integrals.
The method may also be applied to tho determination of a
function of a single variable when the derivative of the func-
tion of any order is given.
EXERCISES.
I. r j-^dxdy, 2. r r(x — a)(y—lYdxdy,
3. / / jxy^z^dxdydz. 4. j j j^dxdydz.
5. fff{^ - (^Y(y - *)(^ - cydxdydz.
6. ff{x " aydx\ 7. fff{^ + ^0'^^'-
Ans. (6). ^g(.r — «)* -\- Cx -\- C, Cand C being arbitrary
constants.
8UCGESSI VE INTEUHA TION.
281
lo8 may
chang-
z, being
or may
rbitrary
ling oho
mi\\ re-
egrals.
ion of a
le f unc-
lydxdy.
iz.
dz\
arbitrary
173. Defuiile Double Integrals, Lot U bo any function
ppoBing y
ot X and
»y
Integration with respect to x
constant, we may form a deliuite integral
sill
_
Udx = U\
From what has been shown in § 103, Rem., U' will be a
function of y, x^ and .r,. VV^o may thiuefore form a seeonii
definite integral by integrating IJ'dy between two limits //„
and y^. Thus wo lind an expression
f VUly = / / Udxdy,
which is a definite double integral.
The limii/S x„ and x^ of the first integration may be con-
stants, or they may be functions of ;/.
If they are constants, the two integrations will be inter-
changeable, as shown for indefinite double integrals.
If they are functions of y they are not interchangeable, un-
less we make suitable changes in the limits.
174. Definite Triple and Miiltiplc Integrals. A definite
integral of any order may be formed on the plan just described.
For example, in the definite triple integral
' / / ^\^y Vf z)dxdydz
the limits x^ and x^ of the first integration may be functions
of y and z; while y^ and y, may be functions of z. But z^ and
z^ will be constants.
So, in any multiple integral, the limits of the first integra-
tion may be constants, or they may be functions of any or all
the other variables. And each succeeding pair of limits may
be functions of the variable which still remain, but cannot
be functions of those with respect to which we have already
integrated.
I
i
283
THE INTEGRAL CALCULUS.
EXAMPLES AND EXERCISES.
t
I'.r
1. Find the values of
/ / xy^dxdy and / / X'fdxdy.
It will bo seen that in the first form the limits of x are
con,5tants, and in the second, functions of y.
First integrating with respect to x^ we have for the indefi-
nite integral
fxy^dx = ^xY,
and for the two definite integrals
Ixy'dx^ ^ay,
r xy^dx = ^y\
y
Then, integrating these two functions with respect to y,
we have
Jo Jy ^y'^^^^y = Vo ^ ^^ ^ ^* •
Let us now see the effect of reversing the order of the in-
tegrations. First integrating with respect tc y, we have
/ xy^dy = ^xb' = U.
Then integrating with respect to x, we have
/ Udx = / / xy dydx = ^a''b*,
the same result as when we integraicd in the reverse order
between the same constant limits.
2. Deduce / ^ / cos (re -f l/W^^^y = — Ji
8 UCCESSI VE IN TEG It A TION.
283
f X are
I indefi-
jt to y,
the in-
lave
se order
3. Deduce / / cos {x — y)dxdy = -|- 4.
4. Deduce / / {x — (i)(y — b)dxdy = ia^b^.
5. Deduce /*"/*\;i; - a){y - b)d>dy = \(2ab-d')(2ab-b'),
6. Deduce / " / ^ {x—a){y — b)dxdy = iCb — \aW— \a\
lis. Product of Two Definite Integrals.
Theorem,, The product of the two definite integrals
f'^'Xdx and f^Ydy is equal to the double integral
Jf*yi P'^^xYdxdy, provided that neither integral contains
Wn *JXa
the variable of the other.
For, by hypotliesis, the integral / Sdx= f/" does not con-
C/*X/Q
tain y. Therefore
U f Ydy = f UYdy = / / XYdxdy,
as was to be proved.
176. The Definite Integral f e~ ^"^ dx. This integral,
«/ — CO
which v/e have already mentioned, is a fundamental one in
tlie method of least squares, and may be obtained by the ap-
plication of the preceding theorem. Let us put
/,=. r^^e-^\lx = ^ r^^e-'\lx = ^ r'^^e-'\ly.{%U^)
J- 00 t/o t/o
. + 00 ^4-co _
Then, by the theorem,
,/o t/o t/o t/o
Let us now substitute for y a new variable t, determined
by the condition
y=ztx.
'1
If
284
THE IJSTEQRAL CALCULUS,
Since, in integrating with respect to y, we suppose x con-
stant, we must now
put
dy = xdt.
Also, since t is infinite when y is infinite, and zero when y is
zero, the limits of integration for t are also zero and infinity.
Thus we have
t/0 t/0
Since the limits are constants, the order of integration is
indifferent. Let us then first integrate with respect to x.
Since
xdx = i^d'x" = 2n^i^\ ^' (^ + ^'')^^
the integral with respect to x is
2(1 + nJo
- (1 + <«)««
d-{l-\-t')x' =
2(1 + n-
Then, integrating with respect to t,
'" dt
Hjnce
k' =
-{-f
= TT,
/e "^dx = Vic,
x, and it approaches
zero as a limit. Hence the series is convergent for all values
of X.
Corollary. A series
proceeding according to the jjowers of a vai'iable, x, is conver-
gent when X < 1, provided that the coefficients a^ do not in-
crease indefinitely.
Remakes. — (1) Note that, in applying the preceding rule, it does not
suffice to show that the ratio of two consecutive terms is itself always
less than unity. This is the case in the harmonic series, but the series is
nevertheless divergent. The limit of the ratio must be less than unity.
(2) If the limit of the ratio in question is greater than imity, the series
is of course divergent. Hence the only case in which Rule IV. leaves
a doubt is that in which the ratio, being less than unity, approaches
unity as a limit. But most of the series met with come into this class.
(3) The sura of a limited number of terms of a series gives no certain
indication of its convergence or divergence. If we should compute the
successive terms in the development of - loo we should soon find our-
selves dealing with numbers having thirty digits to the left of the deci-
mal-point, and still increasing. But we know that if we should continue
the computation far enough, say to 1000 terms, the positive and negative
terms would so cancel each other that in writing the algebraic sum we
should have 42 zeros to the right of the decimal-point.
On the other hand, if the whole human race, since the beginning of his-
tory, had occupied itself solely in computing the terms of the harmonic
series, the sum it would have obtained up to the present time would have
been less than 44. For 1000 million of people writing 5000 terms a day
for 2 million of days would have written only 10^" terms. It is a thco - n
of the harmonic series, which we need not stop to demonstrate, that
^=2+3+4- + --
-| — < Nap. log n.
But Nap. log 10"» = S25^:j2giO^' ^ _19_
and yet the limit of the sum of the scries is infinite.
= 43.78,
i -'111
u-
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y- -(
T -■ "
1
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1 ^ '
i
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( ;
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100
THE DIFFERENTIAL CALCULUS.
59. Maclmirin's Theorem. This theorem gives a method
of deyeloping any function of a Tariablo ia a series proceod-
ing according to the ascending powers of that variable.
If X represents the variable, and the function, the series
to be investigated may be written in the form
cp{x) = ^0 + A,x + A,x' + A,x' + . . . ; (1)
the series continuing to infinity unless is an entire func-
tion, in which case the two members are identical.
Whether the development (1) is or is not possible depends
upon the form of tlie function 0. Most functions admit of
being so developed; but special cases may arise in which the
development is not possible. Moreover, the development will
be illusory unless the series (1) is convergent. Commonly this
series will b^ convergent for values of x below a certain mag-
nitude, often unity, and divergent for values above that mag-
nitude. "What we shall now do Is to iissume the development
possible, and show how the values of the coefficients A may be
found.
Let us form the successive derivatives of the equation (1).
We then have