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| Linear Algebra
|
|
| Information
|
| Author
|
Georgi Shilov
|
| Language
|
English
|
| Publisher
|
Dover Publications
|
| Publication Date
|
1 June 1977
|
| Pages
|
400
|
| ISBN-10
|
048663518X
|
| ISBN-13
|
978-0486635187
|
The textbook Linear Algebra by Georgi Shilov provides a thorough introduction to linear algebra.
Table of Contents
| Chapter/Section # |
Title |
Page #
|
| Chapter 1: DETERMINANTS
|
| 1.1 |
Number Fields |
1
|
| 1.2 |
Problems of the Theory of Systems of Linear Equations |
3
|
| 1.3 |
Determinants of Order \(n\) |
5
|
| 1.4 |
Properties of Determinants |
8
|
| 1.5 |
Cofactors and Minors |
12
|
| 1.6 |
Practical Evaluation of Determinants |
16
|
| 1.7 |
Cramer's Rule |
18
|
| 1.8 |
Minors of Arbitrary Order. Laplace's Theorem |
20
|
| 1.9 |
Multiplicative inverses |
23
|
|
Problems |
28
|
| Chapter 2: LINEAR SPACES
|
| 2.1 |
Definitions |
31
|
| 2.2 |
Linear Dependence |
36
|
| 2.3 |
Bases, Components, Dimension |
38
|
| 2.4 |
Subspaces |
42
|
| 2.5 |
Linear Manifolds |
49
|
| 2.6 |
Hyperplanes |
51
|
| 2.7 |
Morphisms of Linear Spaces |
53
|
|
Problems |
56
|
| Chapter 3: SYSTEMS OF LINEAR EQUATIONS
|
| 3.1 |
More on the Rank of a Matrix |
58
|
| 3.2 |
Nontrivial Compatibility of a Homogeneous Linear System |
60
|
| 3.3 |
The Compatibility Condition for a General Linear System |
61
|
| 3.4 |
The General Solution of a Linear System |
63
|
| 3.4 |
Geometric Properties of the Solution Space |
65
|
| 3.4 |
Methods for Calculating the Rank of a Matrix |
67
|
|
Problems |
71
|
| Chapter 4: LINEAR FUNCTIONS OF A VECTOR ARGUMENT
|
| 4.1 |
Linear Forms |
75
|
| 4.2 |
Linear Operators |
77
|
| 4.3 |
Sums and Products of Linear Operators |
82
|
| 4.4 |
Corresponding Operations on Matrices |
84
|
| 4.5 |
Further Properties of Matrix Multiplication |
88
|
| 4.6 |
The Range and Null Space of a Linear Operator |
93
|
| 4.7 |
Linear Operators Mapping a Space \(K_n\) into Itself |
98
|
| 4.8 |
Invariant Subspaces |
106
|
| 4.9 |
Eigenvectors and Eigenvalues |
108
|
|
Problems |
113
|
| Chapter 5: COORDINATE TRANSFORMATIONS
|
| 5.1 |
Transformation to a New Basis |
118
|
| 5.2 |
Consecutive Transformations |
120
|
| 5.3 |
Transformation of the Components of a Vector |
121
|
| 5.4 |
Transformation of the Coefficients of a Linear Form |
123
|
| 5.5 |
Transformation of the Matrix of a Linear Operator |
124
|
| *5.6 |
Tensors |
126
|
|
Problems |
131
|
| Chapter 6: THE CANONICAL FORM OF THE MATRIX OF A LINEAR OPERATOR
|
| 1 |
Some standard mappings of the plane |
133
|
| 2 |
Isometries |
143
|
| 3 |
Composition of isometries |
150
|
| 4 |
Inverse of isometries |
155
|
| 5 |
Characterization of isometries |
163
|
| 6 |
Congruences |
166
|
| Chapter 7: Area and Applications
|
| 1 |
Area of a disc of radius r |
173
|
| 2 |
Circumference of a circle of radius r |
180
|
| PART III: COORDINATE GEOMETRY
|
| Chapter 8: Coordinates and Geometry
|
| 1 |
Coordinate systems |
191
|
| 2 |
Distance between points |
197
|
| 3 |
Equation of a circle |
203
|
| 4 |
Rational points on a circle |
206
|
| Chapter 9: Operations on Points
|
| 1 |
Dilations and reflections |
213
|
| 2 |
Addition, subtraction, and the parallelogram law |
218
|
| Chapter 10: Segments, Rays, and Lines
|
| 1 |
Segments |
229
|
| 2 |
Rays |
231
|
| 3 |
Lines |
236
|
| 4 |
Ordinary equation for a line |
246
|
| Chapter 11: Trigonometry
|
| 1 |
Radian measure |
249
|
| 2 |
Sine and cosine |
252
|
| 3 |
The graphs |
264
|
| 4 |
The tangent |
266
|
| 5 |
Addition formulas |
272
|
| 6 |
Rotations |
277
|
| Chapter 12: Some Analytic Geometry
|
| 1 |
The straight line again |
281
|
| 2 |
The parabola |
291
|
| 3 |
The ellipse |
297
|
| 4 |
The hyperbola |
300
|
| 5 |
Rotation of hyperbolas |
305
|
| PART IV: MISCELLANEOUS
|
| Chapter 13: Functions
|
| 1 |
Definition of a function |
313
|
| 2 |
Polynomial functions |
318
|
| 3 |
Graphs of functions |
330
|
| 4 |
Exponential function |
333
|
| 5 |
Logarithms |
338
|
| Chapter 14: Mappings
|
| 1 |
Definition |
345
|
| 2 |
Formalism of mappings |
351
|
| 3 |
Permutations |
359
|
| Chapter 15: Complex Numbers
|
| 1 |
The complex plane |
375
|
| 2 |
Polar form |
380
|
| Chapter 16: Induction and Summations
|
| 1 |
Induction |
383
|
| 2 |
Summations |
388
|
| 3 |
Geometric series |
396
|
| Chapter 17: Determinants
|
| 1 |
Matrices |
401
|
| 2 |
Determinants of order 2 |
406
|
| 3 |
Properties of 2 x 2 determinants |
409
|
| 4 |
Determinants of order 3 |
414
|
| 5 |
Properties of 3 x 3 determinants |
418
|
| 6 |
Cramer's Rule |
424
|
| Index |
429
|