Introduction to Linear Algebra, 6/e (Hardcover)
暫譯: 線性代數導論，第6版 (精裝本)

Gilbert Strang

Introduction to Linear Algebra, 6/e (Hardcover)

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目錄大綱

1 Vectors and Matrices
2 Solving Linear Equations Ax = b
3 The Four Fundamental Subspaces
4 Orthogonality
5 Determinants
6 Eigenvalues and Eigenvector
7 The Singular Value Decomposition (SVD)
8 Linear Transformations
9 Linear Algebra in Optimization
10 Learning from Data
Appendix 1 The Ranks of AB and A + B
Appendix 2 Matrix Factorizations
Appendix 3 Counting Parameters in the Basic Factorizations
Appendix 4 Codes and Algorithms for Numerical Linear Algebra
Appendix 5 The Jordan Form of a Square Matrix
Appendix 6 Tensors
Appendix 7 The Condition Number of a Matrix Problem
Appendix 8 Markov Matrices and Perron-Frobenius
Appendix 9 Elimination and Factorization
Appendix 10 Computer Graphics

目錄大綱(中文翻譯)

1 Vectors and Matrices

2 Solving Linear Equations Ax = b

3 The Four Fundamental Subspaces

4 Orthogonality

5 Determinants

6 Eigenvalues and Eigenvector

7 The Singular Value Decomposition (SVD)

8 Linear Transformations

9 Linear Algebra in Optimization

10 Learning from Data

Appendix 1 The Ranks of AB and A + B

Appendix 2 Matrix Factorizations

Appendix 3 Counting Parameters in the Basic Factorizations

Appendix 4 Codes and Algorithms for Numerical Linear Algebra

Appendix 5 The Jordan Form of a Square Matrix

Appendix 6 Tensors

Appendix 7 The Condition Number of a Matrix Problem

Appendix 8 Markov Matrices and Perron-Frobenius

Appendix 9 Elimination and Factorization

Appendix 10 Computer Graphics

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