Differential Equations and Linear Algebra (Gilbert Strang) 0980232791, 9780980232790

Table of contents :
Front Cover
Title Page
TABLE OF CONTENTS
Preface
CHAPTER 1 - First Order Equations
1.1 - Four Examples : Linear versus Nonlinear
1.2 - The Calculus You Need
1.3 - The Exponentials e. and e..
1.4 - Four Particular Solutions
1.5 - Real and Complex Sinusoids
1.6 - Models of Growth and Decay
1.7 - The Logistic Equation
1.8 - Separable Equations and Exact Equations
Chapter 1 Notes
CHAPTER 2 - Second Order Equations
2.1 - Second Derivatives in Science and Engineering
2.2 - Key Facts About Complex Numbers
2.3 - Constant Coefficients A, B, C
2.4 - Forced Oscillations and Exponential Response
2.5 - Electrical Networks and Mechanical Systems
2.6 - Solutions to Second Order Equations
2.7 - Laplace Transforms Y(s) and F(s)
CHAPTER 3 - Graphical and Numerical Methods
3.1 - Nonlinear Equations y'=f(t,y)
3.2 - Sources, Sinks, Saddles, and Spirals
3.3 - Linearization and Stability in 2D and 3D
3.4 - The Basic Euler Methods
3.5 - Higher Accuracy with Runge-Kutta
Chapter 3 Notes
CHAPTER 4 - Linear Equations and Inverse Matrices
4.1 - Two Pictures of Linear Equations
4.2 - Solving Linear Equations by Elimination
4.3 - Matrix Multiplication
4.4 - Inverse Matrices
4.5 - Symmetric Matrices and Orthogonal Matrices
Chapter 4 Notes
CHAPTER 5 - Vector Spaces and Subspaces
5.1 - The Column Space of a Matrix
5.2 - The Nullspace of A: Solving Av=0
5.3 - The Complete Solution to Av=b
5.4 - Independence, Basis and Dimension
5.5 - The Four Fundamental Subspaces
5.6 - Graphs and Networks
Chapter 5 Notes
CHAPTER 6 - Eigenvalues and Eigenvectors
6.1 - Introduction to Eigenvalues
6.2 - Diagonalizing a Matrix
6.3 - Linear Systems y'=Ay
6.4 - The Exponential of a Matrix
6.5 - Second Order Systems and Symmetric Matrices
Chapter 6 Notes
CHAPTER 7 - Applied Mathematics and A.A
7.1 - Least Squares and Projections
7.2 - Positive Definite Matrices and the SVD
7.3 - Boundary Conditions Replace Initial Conditions
7.4 - Laplace's Equation and A.A
7.5 - Networks and the Graph Laplacian
Chapter 7 Notes
CHAPTER 8 - Fourier and Laplace Transforms
8.1 - Fourier Series
8.2 - The Fast Fourier Transform
8.3 - The Heat Equation
8.4 - The Wave Equation
8.5 - The Laplace Transform
8.6 - Convolution (Fourier and Laplace)
Matrix Factorizations
Properties of Determinants
INDEX
Linear Algebra In A Nutshell

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