Alan J. Laub, University of California. 2005.
Contents
Preface xi
1 Introduction and Review 1
2 Vector Spaces 7
3 Linear Transformations 17
4 Introduction to the Moore-Penrose Pseudoinverse 29
5 Introduction to the Singular Value Decomposition 35
6 Linear Equations 43
7 Projections, Inner Product Spaces, and Norms 51
8 Linear Least Squares Problems 65
9 Eigenvalues and Eigenvectors 75
10 Canonical Forms 95
11 Linear Differential and Difference Equations 109
12 Generalized Eigenvalue Problems 125
13 Kronecker Products 139
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