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Book Categories |
Remembrance of Things Past | 1 | |
0.2 | Sets | 1 |
0.3 | Functions | 3 |
1 | The Algebra of R[superscript n] | 5 |
1.1 | The Space R[superscript 2] | 7 |
1.2 | The Space R[superscript n] | 12 |
1.3 | Linear Subspaces | 16 |
1.4 | The Linear Subspaces of R[superscript 3] | 22 |
1.5 | Systems of Equations | 32 |
1.6 | Affine Subspaces | 49 |
1.7 | The Dimension of a Vector Space | 58 |
Extra: Function Spaces | 68 | |
2 | The Geometry of R[superscript n] | 71 |
2.1 | The Norm of a Vector | 71 |
2.2 | The Inner Product | 75 |
2.3 | Hyperplanes and Orthogonality in R[superscript n] | 89 |
2.4 | The Cross Product in R[superscript 3] | 92 |
Extra: Euclid using Vectors | 99 | |
3 | Linear Functions | 103 |
3.1 | Definition and Basic Properties | 104 |
3.2 | Linear Maps and Linear Subspaces | 116 |
3.3 | A Special Case: Linear Functionals | 133 |
3.4 | The Algebra of Linear Maps | 135 |
3.5 | Matrices | 143 |
3.6 | Affine Maps | 161 |
3.7 | Another Special Case: L:R[superscript n] [actual symbol not reproducible] R[superscript n] | 167 |
3.8 | Isometries | 187 |
Extra: Linear Maps on Function Spaces | 202 | |
Extra: Linear Programming | 204 | |
4 | Curves: Mappings F:R [actual symbol not reproducible] R[superscript q] | 207 |
4.1 | Limits, Continuity, and Curves | 210 |
4.2 | The Tangent Map | 225 |
4.3 | Are Length and Curvature | 244 |
5 | Topics for Review and Preview | 263 |
5.1 | Further Concepts and Problems | 263 |
5.2 | Some Challenging Problems | 285 |
5.3 | Gravitational Motion | 292 |
5.4 | Geometry in R[superscript n] | 302 |
6 | Functions f:R[superscript n] [actual symbol not reproducible] R | 313 |
6.1 | Continuity and Limits | 319 |
6.2 | Directional Derivatives | 333 |
6.3 | Partial Derivatives | 339 |
6.4 | Tangency and Affine Approximation | 348 |
6.5 | The Main Theorems | 357 |
6.6 | The World of First Derivatives | 368 |
7 | Scalar-Valued Functions and Extrema | 369 |
7.1 | Local Extrema are Critical Points | 372 |
7.2 | The Second Derivative | 379 |
7.3 | The Second Derivative Test | 388 |
7.4 | Global Extrema | 401 |
7.5 | Constrained Extrema | 405 |
8 | Vector Functions F:R[superscript n] [actual symbol not reproducible] R[superscript q] | 417 |
8.1 | Affine Approximation and Tangency | 423 |
8.2 | Rules for Calculating Derivatives | 430 |
8.3 | Surfaces in R[superscript q] | 438 |
8.4 | Vector Fields | 448 |
9 | Integration in R[superscript n] | 455 |
9.1 | Estimating the Value of Integrals | 458 |
9.2 | Computing Integrals Exactly | 473 |
9.3 | Theory of the Integral | 494 |
9.4 | Change of Variables | 500 |
9.5 | Surface Area | 523 |
10 | Vector Integrals and Stokes' Theorem | 529 |
10.1 | Line Integrals | 530 |
10.2 | Stokes' Theorem in the Plane | 543 |
10.3 | Surface integrals | 554 |
10.4 | Independence of Path: Potential Functions | 570 |
Answers and Partial Answers to Selected Exercises | 581 | |
Index | 611 |
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