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{{Stub}}
{{InfoboxBook
{{InfoboxBook
|title=Calculus
|title=Basic Mathematics
|image=[[File:Apostol Calculus V1 Cover.jpg]]
|image=[[File:Lang Basic Mathematics Cover.jpg]]
|author=[https://en.wikipedia.org/wiki/Tom_M._Apostol Tom Apostol]
|author=[https://en.wikipedia.org/wiki/Serge_Lang Serge Lang]
|language=English
|language=English
|series=
|series=
|genre=
|genre=
|publisher=Wiley
|publisher=Springer
|publicationdate=16 January 1991
|publicationdate=1 July 1988
|pages=666
|pages=496
|isbn10=0471000051
|isbn10=0387967877
|isbn13=978-0471000051
|isbn13=978-0387967875
}}
{{NavContainerFlex
|content=
{{NavButton|link=[[Read#Basic_Mathematics|Read]]}}
}}
}}
The textbook '''''Basic Mathematics''''' by [https://en.wikipedia.org/wiki/Serge_Lang Serge Lang] provides an overview of mathematical topics usually encountered through the end of high school/secondary school, specifically arithmetic, algebra, trigonometry, logic, and geometry. It serves as a solid review no matter how far along one may be in their studies, be it just beginning or returning to strengthen one's foundations.


The textbook [https://simeioseismathimatikwn.files.wordpress.com/2013/03/apostol-calculusi.pdf '''''Calculus'''''] by [https://en.wikipedia.org/wiki/Tom_M._Apostol Tom Apostol] introduces calculus. It provides a rigorous treatment of theory and application, in addition to the historical context of its topics. It should be noted that there is a [https://archive.org/details/calculus-tom-m.-apostol-calculus-volume-2-2nd-edition-proper-2-1975-wiley-sons-libgen.lc/Apostol%20T.%20M.%20-%20Calculus%20vol%20II%20%281967%29/ second volume], not listed here, which covers multivariable topics and applications to subjects such as probability.
Reading the Foreword and the Interlude is recommended for those unfamiliar with reading math texts.


== Table of Contents ==
== Table of Contents ==
Line 25: Line 23:
! Chapter/Section # !! Title !! Page #
! Chapter/Section # !! Title !! Page #
|- Β 
|- Β 
! colspan="3" | I. INTRODUCTION
! colspan="3" | PART I: ALGEBRA
|-
|-
! colspan="3" | Part 1: Historical Introduction
! colspan="3" | Chapter 1: Numbers
|-
|-
| I 1.1 || The two basic concepts of calculus || 1
| 1 || The integers || 5
|-
|-
| I 1.2 || Historical background || 2
| 2 || Rules for addition || 8
|-
|-
| I 1.3 || The method of exhaustion for the area of a parabolic segment || 3
| 3 || Rules for multiplication || 14
|-
|-
| <nowiki>*</nowiki>I 1.4 || Exercises || 8
| 4 || Even and odd integers; divisibility || 22
|-
|-
| I 1.5 || A critical analysis of the Archimedes' method || 8
| 5 || Rational numbers || 26
|-
|-
| I 1.6 || The approach to calculus to be used in this book || 10
| 6 || Multiplicative inverses || 42
|- Β 
|- Β 
! colspan="3" | Part 2: Some Basic Concepts of the Theory of Sets
! colspan="3" | Chapter 2: Linear Equations
|-
| I 2.1 || Introduction to set theory || 11
|-
| I 2.2 || Notations for designating sets || 12
|-
| I 2.3 || Subsets || 12
|-
| I 2.4 || Unions, intersections, complements || 13
|-
| I 2.5 || Exercises || 15
|-
! colspan="3" | Part 3: A set of Axioms for the Real-Number System
|-
| I 3.1 || Introduction || 17
|-
| I 3.2 || The field axioms || 17
|-
| <nowiki>*</nowiki>I 3.3 || Exercises || 19
|-
| I 3.4 || The order axioms || 19
|-
| <nowiki>*</nowiki>I 3.5 || Exercises || 21
|-
| I 3.6 || Integers and rational numbers || 21
|-
| I 3.7 || Geometric interpretation of real numbers as points on a line || 22
|-
| I 3.8 || Upper bound of a set, maximum element, least upper bound (supremum) || 23
|-
| I 3.9 || The least-Upper-bound axiom (completeness axiom) || 25
|-
| I 3.10 || The Archimedean property of the real-number system || 25
|-
| I 3.11 || Fundamental properties of the supremum and infimum || 26
|-
| <nowiki>*</nowiki>I 3.12 || Exercises || 28
|-
| <nowiki>*</nowiki>I 3.13 || Existence of square roots of nonnegative real numbers || 29
|-
| <nowiki>*</nowiki>I 3.14 || Roots of higher order. Rational powers || 30
|-
| <nowiki>*</nowiki>I 3.15 || Representation of real numbers by decimals || 30
|-
! colspan="3" | Part 4: Mathematical Induction, Summation Notation, and Related Topics
|-
| I 4.1 || An example of a proof by mathematical induction || 32
|-
| I 4.2 || The principle of mathematical induction || 34
|-
| <nowiki>*</nowiki>I 4.3 || The well-ordering principle || 34
|-
| I 4.4 || Exercises || 35
|-
| <nowiki>*</nowiki>I 4.5 || Proof of the well-ordering principle || 37
|-
| I 4.6 || The summation notation || 37
|-
| I 4.7 || Exercises || 39
|-
| I 4.8 || Absolute values and the triangle inequality || 41
|-
| I 4.9 || Exercises || 43
|-
| <nowiki>*</nowiki>I 4.10 || Miscellaneous exercises involving induction || 44
|-
! colspan="3" | 1. THE CONCEPTS OF INTEGRAL CALCULUS
|-
| 1.1 || The basic ideas of Cartesian geometry || 48
|-
| 1.2 || Functions. Informal description and examples || 50
|-
| <nowiki>*</nowiki>1.3 || Functions. Formal definition as a set of ordered pairs || 53
|-
| 1.4 || More examples of real functions || 54
|-
| 1.5 || Exercises || 56
|-
| 1.6 || The concept of area as a set function || 57
|-
| 1.7 || Exercises || 60
|-
| 1.8 || Intervals and ordinate sets || 60
|-
|-
| 1.9 || Partitions and step functions || 61
| 1 || Equations in two unknowns || 53
|-
|-
| 1.10 || Sum and product of step functions || 63
| 2 || Equations in three unknowns || 57
|-
|-
| 1.11 || Exercises || 63
! colspan="3" | Chapter 3: Real Numbers
|-
|-
| 1.12 || The definition of the integral for step functions || 64
| 1 || Addition and multiplication || 61
|-
|-
| 1.13 || Properties of the integral of a step function || 66
| 2 || Real numbers: positivity || 64
|-
|-
| 1.14 || Other notations for integrals || 69
| 3 || Powers and roots || 70
|-
|-
| 1.15 || Exercises || 70
| 4 || Inequalities || 75
|-
|-
| 1.16 || The integral of more general functions || 72
! colspan="3" | Chapter 4: Quadratic Equations
|-
|-
| 1.17 || Upper and lower integrals || 74
! colspan="3" | Interlude: On Logic and Mathematical Expressions
|-
|-
| 1.18 || The area of an ordinate set expressed as an integral || 75
| 1 || On reading books || 93
|-
|-
| 1.19 || Informal remarks on the theory and technique of integration || 75
| 2 || Logic || 94
|-
|-
| 1.20 || Monotonic and piecewise monotonic functions. Definitions and examples || 76
| 3 || Sets and elements || 99
|-
|-
| 1.21 || Integrability of bounded monotonic functions || 77
| 4 || Notation || 100
|-
|-
| 1.22 || Calculation of the integral of a bounded monotonic function || 79
! colspan="3" | PART II: INTUITIVE GEOMETRY
|-
|-
| 1.23 || Calculation of the integral <math>\int_0^b x^p dx</math> when <math>p</math> is a positive integer || 79
! colspan="3" | Chapter 5: Distance and Angles
|-
|-
| 1.24 || The basic properties of the integral || 80
| 1 || Distance || 107
|-
|-
| 1.25 || Integration of polynomials || 81
| 2 || Angles || 110
|-
|-
| 1.26 || Exercises || 83
| 3 || The Pythagoras theorem || 120
|-
|-
| 1.27 || Proofs of the basic properties of the integral || 84
! colspan="3" | Chapter 6: Isometries
|-
|-
! colspan="3" | 2. SOME APPLICATIONS OF INTEGRATION
| 1 || Some standard mappings of the plane || 133
|-
|-
| 2.1 || Introduction || 88
| 2 || Isometries || 143
|-
|-
| 2.2 || The area of a region between two graphs expressed as an integral || 88
| 3 || Composition of isometries || 150
|-
|-
| 2.3 || Worked examples || 89
| 4 || Inverse of isometries || 155
|-
|-
| 2.4 || Exercises || 94
| 5 || Characterization of isometries || 163
|-
|-
| 2.5 || The trigonometric functions || 94
| 6 || Congruences || 166
|-
|-
| 2.6 || Integration formulas for the sine and cosine || 94
! colspan="3" | Chapter 7: Area and Applications
|-
|-
| 2.7 || A geometric description of the sine and cosine functions || 94
| 1 || Area of a disc of radius ''r'' || 173
|-
|-
| 2.8 || Exercises || 94
| 2 || Circumference of a circle of radius ''r'' || 180
|-
|-
| 2.9 || Polar coordinates || 94
! colspan="3" | PART III: COORDINATE GEOMETRY
|-
|-
| 2.10 || The integral for area in polar coordinates || 94
! colspan="3" | Chapter 8: Coordinates and Geometry
|-
|-
| 2.11 || Exercises || 94
| 1 || Coordinate systems || 191
|-
|-
| 2.12 || Application of integration to the calculation of volume || 94
| 2 || Distance between points || 197
|-
|-
| 2.13 || Exercises || 94
| 3 || Equation of a circle || 203
|-
|-
| 2.14 || Application of integration to the calculation of work || 94
| 4 || Rational points on a circle || 206
|-
|-
| 2.15 || Exercises || 94
! colspan="3" | Chapter 9: Operations on Points
|-
|-
| 2.16 || Average value of a function || 94
| 1 || Dilations and reflections || 213
|-
|-
| 2.17 || Exercises || 94
| 2 || Addition, subtraction, and the parallelogram law || 218
|-
|-
| 2.18 || The integral as a function of the upper limit. Indefinite integrals || 94
! colspan="3" | Chapter 10: Segments, Rays, and Lines
|-
|-
| 2.19 || Exercises || 94
| 1 || Segments || 229
|-
|-
! colspan="3" | 3. CONTINUOUS FUNCTIONS
| 2 || Rays || 231
|-
|-
| 3.1 || Informal description of continuity || 126
| 3 || Lines || 236
|-
|-
| 3.2 || The definition of the limit of a function || 127
| 4 || Ordinary equation for a line || 246
|-
|-
| 3.3 || The definition of continuity of a function || 130
! colspan="3" | Chapter 11: Trigonometry
|-
|-
| 3.4 || The basic limit theorems. More examples of continuous functions || 131
| 1 || Radian measure || 249
|-
|-
| 3.5 || Proofs of the basic limit theorems || 135
| 2 || Sine and cosine || 252
|-
|-
| 3.6 || Exercises || 138
| 3 || The graphs || 264
|-
|-
| 3.7 || Composite functions and continuity || 140
| 4 || The tangent || 266
|-
|-
| 3.8 || Exercises || 142
| 5 || Addition formulas || 272
|-
|-
| 3.9 || Bolzano's theorem for continuous functions || 142
| 6 || Rotations || 277
|-
|-
| 3.10 || The intermediate-value theorem for continuous functions || 144
! colspan="3" | Chapter 12: Some Analytic Geometry
|-
|-
| 3.11 || Exercises || 145
| 1 || The straight line again || 281
|-
|-
| 3.12 || The process of inversion || 146
| 2 || The parabola || 291
|-
|-
| 3.13 || Properties of functions preserved by inversion || 147
| 3 || The ellipse || 297
|-
|-
| 3.14 || Inverses of piecewise monotonic functions || 148
| 4 || The hyperbola || 300
|-
|-
| 3.15 || Exercises || 149
| 5 || Rotation of hyperbolas || 305
|-
|-
| 3.16 || The extreme-value theorem for continuous functions || 150
! colspan="3" | PART IV: MISCELLANEOUS
|-
|-
| 3.17 || The small-span theorem for continuous functions (uniform continuity) || 152
! colspan="3" | Chapter 13: Functions
|-
|-
| 3.18 || The integrability theorem for continuous functions || 152
| 1 || Definition of a function || 313
|-
|-
| 3.19 || Mean-value theorems for integrals of continuous functions || 154
| 2 || Polynomial functions || 318
|-
|-
| 3.20 || Exercises || 155
| 3 || Graphs of functions || 330
|-
|-
! colspan="3" | 4. DIFFERENTIAL CALCULUS
| 4 || Exponential function || 333
|-
|-
| 4.1 || Historical introduction || 156
| 5 || Logarithms || 338
|-
|-
| 4.2 || A problem involving velocity || 157
! colspan="3" | Chapter 14: Mappings
|-
|-
| 4.3 || The derivative of a function || 159
| 1 || Definition || 345
|-
|-
| 4.4 || Examples of derivatives || 161
| 2 || Formalism of mappings || 351
|-
|-
| 4.5 || The algebra of derivatives || 164
| 3 || Permutations || 359
|-
|-
| 4.6 || Exercises || 167
! colspan="3" | Chapter 15: Complex Numbers
|-
|-
| 4.7 || Geometric interpretation of the derivative as a slope || 169
| 1 || The complex plane || 375
|-
|-
| 4.8 || Other notations for derivatives || 171
| 2 || Polar form || 380
|-
|-
| 4.9 || Exercises || 173
! colspan="3" | Chapter 16: Induction and Summations
|-
|-
| 4.10 || The chain rule for differentiating composite functions || 174
| 1 || Induction || 383
|-
|-
| 4.11 || Applications of the chain rule. Related rates and implicit differentiation || 176
| 2 || Summations || 388
|-
|-
| 4.12 || Exercises || 179
| 3 || Geometric series || 396
|-
|-
| 4.13 || Applications of the differentiation to extreme values of cuntions|| 181
! colspan="3" | Chapter 17: Determinants
|-
|-
| 4.14 || The mean-value theorem for derivatives || 183
| 1 || Matrices || 401
|-
|-
| 4.15 || Exercises || 186
| 2 || Determinants of order 2 || 406
|-
|-
| 4.16 || Applications of the mean-value theorem to geometric properties of functions || 187
| 3 || Properties of 2 x 2 determinants || 409
|-
|-
| 4.17 || Second-derivative test for extrema || 188
| 4 || Determinants of order 3 || 414
|-
|-
| 4.18 || Curve sketching || 189
| 5 || Properties of 3 x 3 determinants || 418
|-
|-
| 4.19 || Exercises || 191
| 6 || Cramer's Rule || 424
|-
|-
| 4.20 || Worked examples of extremum problems || 191
! colspan="2" | Index || 429
|-
| 4.21 || Exercises || 194
|-
| <nowiki>*</nowiki>4.22 || Partial derivatives || 196
|-
| <nowiki>*</nowiki>4.23 || Exercises || 201
|-
! colspan="3" | 5. THE RELATION BETWEEN INTEGRATION AND DIFFERENTIATION
|-
| 5.1 || The derivative of an indefinite integral. The first fundamental theorem of calculus || 202
|-
| 5.2 || The zero-derivative theorem || 204
|-
| 5.3 || Primitive functions and the second fundamental theorem of calculus || 205
|-
| 5.4 || Properties of a function deduced from properties of its derivative || 207
|-
| 5.5 || Exercises || 208
|-
| 5.6 || The Leibniz notation for primitives || 210
|-
| 5.7 || Integration by substitution || 212
|-
| 5.8 || Exercises || 216
|-
| 5.9 || Integration by parts || 217
|-
| 5.10 || Exercises || 220
|-
| <nowiki>*</nowiki>5.11 || Miscellaneous review exercises || 222
|-
! colspan="3" | 6. THE LOGARITHM, THE EXPONENTIAL, AND THE INVERSE TRIGONOMETRIC FUNCTIONS
|-
| 6.1 || Introduction || 226
|-
| 6.2 || Motivation for the definition of the natural logarithm as an integral || 227
|-
| 6.3 || The definition of the logarithm. Basic properties || 229
|-
| 6.4 || The graph of the natural logarithm || 230
|-
| 6.5 || Consequences of the functional equation <math>L(ab) = L(a) + L(b)</math> || 230
|-
| 6.6 || Logarithms referred to any positive base <math>b \ne 1</math> || 232
|-
| 6.7 || Differentiation and integration formulas involving logarithms || 233
|-
| 6.8 || Logarithmic differentiation || 235
|-
| 6.9 || Exercises || 236
|-
| 6.10 || Polynomial approximations to the logarithm || 236
|-
| 6.11 || Exercises || 242
|-
| 6.12 || The exponential function || 242
|-
| 6.13 || Exponentials expressed as powers of e || 242
|-
| 6.14 || The definition of <math>e^x</math> for arbitrary real x || 244
|-
| 6.15 || The definition of <math>a^x</math> for <math>a > 0</math> and x real || 245
|-
| 6.16 || Differentiation and integration formulas involving exponentials || 245
|-
| 6.17 || Exercises || 248
|-
| 6.18 || The hyperbolic functions || 251
|-
| 6.19 || Exercises || 251
|-
| 6.20 || Derivatives of inverse functions || 252
|-
| 6.21 || Inverses of the trigonometric functions || 253
|-
| 6.22 || Exercises || 256
|-
| 6.23 || Integration by partial fractions || 258
|-
| 6.24 || Integrals which can be transformed into integrals of rational functions || 264
|-
| 6.25 || Exercises || 267
|-
| 6.26 || Miscellaneous review exercises || 268
|-
! colspan="3" | 7. POLYNOMIAL APPROXIMATIONS TO FUNCTIONS
|-
| 7.1 || Introduction || 272
|-
| 7.2 || The Taylor polynomials generated by a function || 273
|-
| 7.3 || Calculus of Taylor polynomials || 275
|-
| 7.4 || Exercises || 278
|-
| 7.5 || Taylor's formula with remainder || 278
|-
| 7.6 || Estimates for the error in Taylor's formula || 280
|-
| <nowiki>*</nowiki>7.7 || Other forms of the remainder in Taylor's formula || 283
|-
| 7.8 || Exercises || 284
|-
| 7.9 || Further remarks on the error in Taylor's formula. The o-notation || 286
|-
| 7.10 || Applications to indeterminate forms || 289
|-
| 7.11 || Exercises || 290
|-
| 7.12 || L'Hopital's rule for the indeterminate form 0/0 || 292
|-
| 7.13 || Exercises || 295
|-
| 7.14 || The symbols <math>+\inf</math> and <math>-\inf</math>. Extension of L'Hopital's rule || 296
|-
| 7.15 || Infinite limits || 298
|-
| 7.16 || The behavior of log<math>x</math> and <math>e^x</math> for large <math>x</math> || 300
|-
| 7.17 || Exercises || 303
|-
! colspan="3" | 8. INTRODUCTION TO DIFFERENTIAL EQUATIONS
|-
| 8.1 || Introduction || 305
|-
| 8.2 || Terminology and notation || 306
|-
| 8.3 || A first-order differential equation for the exponential function || 307
|-
| 8.4 || First-order linear differential equations || 308
|-
| 8.5 || Exercises || 311
|-
| 8.6 || Some physical problems leading to first-order linear differential equations || 313
|-
| 8.7 || Exercises || 319
|-
| 8.8 || Linear equations of second order with constant coefficients || 322
|-
| 8.9 || Existence of solutions of the equation <math>y^{''} + by = 0</math> || 323
|-
| 8.10 || Reduction of the general equation to the special case <math>y^{''} + by = 0</math> || 324
|-
| 8.11 || Uniqueness theorem for the equation <math>y^{''} + by = 0</math> || 324
|-
| 8.12 || Complete solution of the equation <math>y^{''} + by = 0</math> || 326
|-
| 8.13 || Complete solution of the equation <math>y^{''} + ay^{'} + by = 0</math> || 326
|-
| 8.14 || Exercises || 328
|-
| 8.15 || Nonhomogeneous linear equations of second order with constant coefficients || 329
|-
| 8.16 || Special methods for determining a particular solution of the nonhomogeneous equation <math>y^{''} + ay^{'} + by = R</math> || 332
|-
| 8.17 || Exercises || 333
|-
| 8.18 || Examples of physical problems leading to linear second-order equations with constant coefficients || 334
|-
| 8.19 || Exercises || 339
|-
| 8.20 || Remarks concerning nonlinear differential equations || 339
|-
| 8.21 || Integral curves and direction fields || 341
|-
| 8.22 || Exercises || 344
|-
| 8.23 || First-order separable equations || 345
|-
| 8.24 || Exercises || 347
|-
| 8.25 || Homogeneous first-order equations || 347
|-
| 8.26 || Exercises || 350
|-
| 8.27 || Some geometrical and physical problems leading to first-order equations || 351
|-
| 8.28 || Miscellaneous review exercises || 355
|-
! colspan="3" | 9. COMPLEX NUMBERS
|-
| 9.1 || Historical introduction || 358
|-
| 9.2 || Definitions and field properties || 358
|-
| 9.3 || The complex numbers as an extension of the real numbers || 360
|-
| 9.4 || The imaginary unit <math>i</math> || 361
|-
| 9.5 || Geometric interpretation. Modulus and argument || 362
|-
| 9.6 || Exercises || 365
|-
| 9.7 || Complex exponentials || 366
|-
| 9.8 || Complex-valued functions || 368
|-
| 9.9 || Examples of differentiation and integration formulas || 369
|-
| 9.10 || Exercises || 371
|-
! colspan="3" | 10. SEQUENCES, INFINITE SERIES, IMPROPER INTEGRALS
|-
| 10.1 || Zeno's paradox || 374
|-
| 10.2 || Sequences || 378
|-
| 10.3 || Monotonic sequences of real numbers || 381
|-
| 10.4 || Exercises || 382
|-
| 10.5 || Infinite series || 383
|-
| 10.6 || The linearity property of convergent series || 385
|-
| 10.7 || Telescoping series || 386
|-
| 10.8 || The geometric series || 388
|-
| 10.9 || Exercises || 391
|-
| <nowiki>*</nowiki>10.10 || Exercises on decimal expansions || 393
|-
| 10.11 || Tests for convergence || 394
|-
| 10.12 || Comparison tests for series of nonnegative terms || 394
|-
| 10.13 || The integral test || 397
|-
| 10.14 || Exercises || 398
|-
| 10.15 || The root test and the ratio test for series of nonnegative terms || 399
|-
| 10.16 || Exercises || 402
|-
| 10.17 || Alternating series || 403
|-
| 10.18 || Conditional and absolute convergence || 406
|-
| 10.19 || The convergence tests of Dirichlet and Abel || 407
|-
| 10.20 || Exercises || 409
|-
| <nowiki>*</nowiki>10.21 || Rearrangements of series || 411
|-
| 10.22 || Miscellaneous review exercises || 414
|-
| 10.23 || Improper integrals || 416
|-
| 10.24 || Exercises || 420
|-
! colspan="3" | 11. SEQUENCES AND SERIES OF FUNCTIONS
|-
| 11.1 || Pointwise convergence of sequences of functions || 422
|-
| 11.2 || Uniform convergence of sequences of functions || 423
|-
| 11.3 || Uniform convergence and continuity || 424
|-
| 11.4 || Uniform convergence and integration || 425
|-
| 11.5 || A sufficient condition for uniform convergence || 427
|-
| 11.6 || Power series. Circle of convergence || 428
|-
| 11.7 || Exercises || 430
|-
| 11.8 || Properties of functions represented by real power series || 431
|-
| 11.9 || The Taylor's series generated by a function || 434
|-
| 11.10 || A sufficient condition for convergence of a Taylor's series || 435
|-
| 11.11 || Power-series expansions for the exponential and trigonometric functions || 435
|-
| <nowiki>*</nowiki>11.12 || Bernstein's theorem || 437
|-
| 11.13 || Exercises || 438
|-
| 11.14 || Power series and differential equations || 439
|-
| 11.15 || The binomial series || 441
|-
| 11.16 || Exercises || 443
|-
! colspan="3" | 12. VECTOR ALGEBRA
|-
| 12.1 || Historical introduction || 445
|-
| 12.2 || The vector space of n-tuples of real numbers || 446
|-
| 12.3 || Geometric interpretation for <math>n \leq 3</math> || 448
|-
| 12.4 || Exercises || 450
|-
| 12.5 || The dot product || 451
|-
| 12.6 || Length or norm of a vector|| 453
|-
| 12.7 || Orthogonality of vectors || 455
|-
| 12.8 || Exercises || 456
|-
| 12.9 || Projections. Angle between vectors in n-space || 457
|-
| 12.10 || The unit coordinate vectors || 458
|-
| 12.11 || Exercises || 460
|-
| 12.12 || The linear span of a finite set of vectors || 462
|-
| 12.13 || Linear independence || 463
|-
| 12.14 || Bases || 466
|-
| 12.15 || Exercises || 467
|-
| 12.16 || The vector space <math>V_N(C)</math> of n-tuples of complex numbers || 468
|-
| 12.17 || Exercises || 470
|-
! colspan="3" | 13. APPLICATIONS OF VECTOR ALGEBRA TO ANALYTIC GEOMETRY
|-
| 13.1 || Introduction || 471
|-
| 13.2 || Lines in n-space || 472
|-
| 13.3 || Some simple properties of straight lines || 473
|-
| 13.4 || Lines and vector-valued functions || 474
|-
| 13.5 || Exercises || 477
|-
| 13.6 || Planes in Euclidean n-space || 478
|-
| 13.7 || Planes and vector-valued functions || 481
|-
| 13.8 || Exercises || 482
|-
| 13.9 || The cross product || 483
|-
| 13.10 || The cross product expressed as a determinant || 486
|-
| 13.11 || Exercises || 487
|-
| 13.12 || The scalar triple product || 488
|-
| 13.13 || Cramer's rule for solving a system of three linear equations || 490
|-
| 13.14 || Exercises || 491
|-
| 13.15 || Normal vectors to planes || 493
|-
| 13.16 || Linear Cartesian equations for planes || 494
|-
| 13.17 || Exercises || 496
|-
| 13.18 || The conic sections || 497
|-
| 13.19 || Eccentricity of conic sections || 500
|-
| 13.20 || Polar equations for conic sections || 501
|-
| 13.21 || Exercises || 503
|-
| 13.22 || Conic sections symmetric about the origin || 504
|-
| 13.23 || Cartesian equations for the conic sections || 505
|-
| 13.24 || Exercises || 508
|-
| 13.25 || Miscellaneous exercises on conic sections || 509
|-
! colspan="3" | 14. CALCULUS OF VECTOR-VALUED FUNCTIONS
|-
| 14.1 || Vector-valued functions of a real variable || 512
|-
| 14.2 || Algebraic operations. Components || 512
|-
| 14.3 || Limits, derivatives, and integrals || 513
|-
| 14.4 || Exercises || 516
|-
| 14.5 || Applications to curves. Tangency || 517
|-
| 14.6 || Applications to curvilinear motion. Velocity, speed, and acceleration || 520
|-
| 14.7 || Exercises || 524
|-
| 14.8 || The unit tangent, the principal normal, and the osculating plane of a curve || 525
|-
| 14.9 || Exercises || 528
|-
| 14.10 || The definition of arc length || 529
|-
| 14.11 || Additivity of arc length || 532
|-
| 14.12 || The arc-length function || 533
|-
| 14.13 || Exercises || 535
|-
| 14.14 || Curvature of a curve || 536
|-
| 14.15 || Exercises || 538
|-
| 14.16 || Velocity and acceleration in polar coordinates || 540
|-
| 14.17 || Plane motion with radial acceleration || 542
|-
| 14.18 || Cylindrical coordinates || 543
|-
| 14.19 || Exercises || 543
|-
| 14.20 || Applications to planetary motion || 545
|-
| 14.21 || Miscellaneous review exercises || 549
|-
! colspan="3" | 15. LINEAR SPACES
|-
| 15.1 || Introduction || 551
|-
| 15.2 || The definition of a linear space || 551
|-
| 15.3 || Examples of linear spaces || 552
|-
| 15.4 || Elementary consequences of the axioms || 554
|-
| 15.5 || Exercises || 555
|-
| 15.6 || Subspaces of a linear space || 556
|-
| 15.7 || Dependent and independent sets in a linear space || 557
|-
| 15.8 || Bases and dimension || 559
|-
| 15.9 || Exercises || 560
|-
| 15.10 || Inner products, Euclidean spaces, norms || 561
|-
| 15.11 || Orthogonality in a Euclidean space || 564
|-
| 15.12 || Exercises || 566
|-
| 15.13 || Construction of orthogonal sets. The Gram-Schmidt process || 568
|-
| 15.14 || Orthogonal complements. Projections || 572
|-
| 15.15 || Best approximation of elements in a Euclidean space by elements in a finite-dimensional subspace || 574
|-
| 15.16 || Exercises || 576
|-
! colspan="3" | 16. LINEAR TRANSFORMATIONS AND MATRICES
|-
| 16.1 || Linear transformations || 578
|-
| 16.2 || Null space and range || 579
|-
| 16.3 || Nullity and rank || 581
|-
| 16.4 || Exercises || 582
|-
| 16.5 || Algebraic operations on linear transformations || 583
|-
| 16.6 || Inverses || 585
|-
| 16.7 || One-to-one linear transformations || 587
|-
| 16.8 || Exercises || 589
|-
| 16.9 || Linear transformations with prescribed values || 590
|-
| 16.10 || Matrix representations of linear transformations || 591
|-
| 16.11 || Construction of a matrix representation in diagonal form || 594
|-
| 16.12 || Exercises || 596
|-
| 16.13 || Linear spaces of matrices || 597
|-
| 16.14 || Isomorphism between linear transformations and matrices || 599
|-
| 16.15 || Multiplication of matrices || 600
|-
| 16.16 || Exercises || 603
|-
| 16.17 || Systems of linear equations || 605
|-
| 16.18 || Computation techniques || 607
|-
| 16.19 || Inverses of square matrices || 611
|-
| 16.20 || Exercises || 613
|-
| 16.21 || Miscellaneous exercises on matrices || 614
|-
! colspan="2" | Answers to exercises || 617
|-
! colspan="2" | Index || 657
|-
|-
|}
|}


[[Category:Mathematics]]
[[Category:Mathematics]]
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