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