Preface |
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xi | |
Notation and Terminology |
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1 | (6) |
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1 | (1) |
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Notation for Sets of Numbers |
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2 | (2) |
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4 | (1) |
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5 | (2) |
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7 | (24) |
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7 | (2) |
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1.2 Functions and Diagrams |
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9 | (5) |
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14 | (1) |
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15 | (4) |
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19 | (4) |
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1.6 Linear Combinations and Linear Independence |
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23 | (2) |
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1.7 Bases for Vector Spaces |
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25 | (6) |
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Chapter 2 Linear Transformations |
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31 | (12) |
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31 | (3) |
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2.2 Invertible Linear Maps |
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34 | (2) |
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2.3 Matrix Representations |
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36 | (1) |
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2.4 Spans, Independence, and Linearity |
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37 | (1) |
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38 | (3) |
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41 | (2) |
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Chapter 3 The Language of Categories |
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43 | (16) |
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3.1 Objects and Morphisms |
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43 | (2) |
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45 | (3) |
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3.3 Universal Mapping Properties |
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48 | (2) |
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3.4 Products and Coproducts |
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50 | (2) |
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52 | (2) |
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54 | (3) |
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3.7 Some Miscellaneous Results |
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57 | (2) |
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Chapter 4 The Spectral Theorem for Vector Spaces |
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59 | (26) |
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59 | (2) |
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61 | (3) |
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4.3 Quotients and Unitizations |
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64 | (1) |
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64 | (1) |
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65 | (4) |
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69 | (3) |
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72 | (1) |
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73 | (2) |
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4.9 Eigenvalues and Eigenvectors |
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75 | (4) |
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4.10 The Spectral Theorem -- Vector Space Version |
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79 | (1) |
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4.11 Two Decomposition Theorems |
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80 | (5) |
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Chapter 5 The Spectral Theorem for Inner Product Spaces |
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85 | (20) |
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85 | (4) |
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89 | (5) |
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5.3 Involutions and Adjoints |
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94 | (4) |
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5.4 Orthogonal Projections |
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98 | (2) |
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5.5 The Spectral Theorem for Inner Product Spaces |
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100 | (5) |
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Chapter 6 A Brief Review of Differential Calculus |
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105 | (8) |
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106 | (1) |
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107 | (3) |
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6.3 The Gradient of a Scalar Field in R® |
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110 | (3) |
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Chapter 7 Multilinear Maps and Determinants |
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113 | (10) |
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113 | (1) |
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114 | (2) |
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116 | (2) |
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7.4 Tensor Products of Vector Spaces |
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118 | (3) |
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7.5 Tensor Products of Linear Maps |
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121 | (2) |
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Chapter 8 Tensor Algebras |
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123 | (8) |
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123 | (2) |
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8.2 Existence of Grassmann Algebras |
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125 | (3) |
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128 | (3) |
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Chapter 9 Differential Manifolds |
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131 | (22) |
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131 | (1) |
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9.2 Charts, Atlases, and Manifolds |
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132 | (3) |
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9.3 Differentiable Functions Between Manifolds |
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135 | (1) |
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9.4 The Geometric Tangent Space |
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136 | (5) |
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9.5 The Algebraic Tangent Space |
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141 | (12) |
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Chapter 10 Differential Forms on Manifolds |
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153 | (10) |
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153 | (1) |
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10.2 Differential 1-forms |
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154 | (1) |
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10.3 Differential k-forms |
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155 | (3) |
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10.4 Some Classical Vector Analysis |
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158 | (1) |
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10.5 Closed and Exact Forms |
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159 | (1) |
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160 | (3) |
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Chapter 11 Homology and Cohomology |
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163 | (12) |
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11.1 The de Rham Cohomology Group |
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163 | (3) |
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166 | (1) |
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167 | (4) |
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11.4 Simplicial Cohomology |
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171 | (4) |
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Chapter 12 Stokes' Theorem |
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175 | (8) |
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12.1 Integration of Differential Forms |
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175 | (4) |
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12.2 Generalized Stokes' Theorem |
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179 | (4) |
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Chapter 13 Geometric Algebra |
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183 | (10) |
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13.1 Geometric Plane Algebra |
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183 | (5) |
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13.2 Geometric Algebra in 3-Space |
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188 | (5) |
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Chapter 14 Clifford Algebras |
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193 | (8) |
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193 | (1) |
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14.2 Definition of Clifford Algebra |
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194 | (1) |
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14.3 Orthogonality with Respect to Bilinear Forms |
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195 | (1) |
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14.4 Examples of Clifford Algebras |
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196 | (5) |
Bibliography |
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201 | (2) |
Index |
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203 | |