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Book Summary of Linear Algebra : An Introduction
Table of Contents
- Preface
What is Linear Algebra?
Chapter 1 Linear Equation Systems
- 1.1 Introduction to Systems of Linear Equations
1.2 Gaussian Eleimination and Gauss-Jordan Elimination
1.3 Application of Systems of Linear Equations
- 2.1 Operations with Matrices
2.2 Properties of a Matrices
2.3 The Inverse of a Matrix
2.4 Elementary Matrices
2.5 Applications of Matrix Operations
- 3.1 The Determinant of a Matrix
3.2 Evaluation of a Determinant Using Elementary Operations
3.3 Properties of Eigenvalues
3.4 Introduction of Eigenvalues
3.5 Applications of Determinants
- 4.1 Vectors in Rn
4.2 Vector Spaces
4.3 Subspaces of Vector Spaces
4.4 Spanning Sets and Linear Independence
4.5 Basis and Dimension
4.6 Rank of a Matrix and Systems of Linear Equations
4.7 Coordinates and Change of Basis
4.8 Application of Vector Spaces
- 5.1 Length and Dot Product in Rn
5.2 Inner Product Spaces
5.3 Orthonormal Bases: Gram-Schmidt Process
5.4 Mathematical Models and Least Squares Analysis
5.5 Applications of Inner Product Spaces
- 6.1 Introduction to Linear Transformations
6.2 The Kernel and Range of a Linear Transformation
6.3 Matrices for Linear Transformations
6.4 Transition Matrices and Similarity
6.5 Applications of Linear Transformations
- 7.1 Eigenvalues and Eigenvectors
7.2 Diagonalization
7.3 Symmetric matrices and Orthogonal Diagonalization
7.4 Applications of Eigenvalues and other Forms of Proofs
Cumulative Test
Answer Key
Index
Details of Book: Linear Algebra : An Introduction
Book: | Linear Algebra : An Introduction |
Author: | Larson, Falvo |
ISBN: | 8131512525 |
ISBN-13: | 9788131512524,978-8131512524 |
Binding: | Paperback |
Publishing Date: | 2010 |
Publisher: | Cengage Learning |
Edition: | 1st Edition |
Number of Pages: | 397 |
Language: | English |
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