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Matrix Analysis for Scientists and Engineers


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Table of Contents

Preface; 1. Introduction and review; 2. Vector spaces; 3. Linear transformations; 4. Introduction to the Moore-Penrose pseudoinverse; 5. Introduction to the singular value decomposition; 6. Linear equations; 7. Projections, inner product spaces, and norms; 8. Linear least squares problems; 9. Eigenvalues and eigenvectors; 10. Canonical forms; 11. Linear differential and difference equations; 12. Generalized eigenvalue problems; 13. Kronecker products; Bibliography; Index.

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Matrix Analysis for Scientists and Engineers provides a blend of undergraduate- and graduate-level topics in matrix theory and linear algebra.


'I found Laub's book a delightful read. It has become the sixth valuable 'Matrix Analysis' book on my shelves. As well as being admirably suited for the course at which it is aimed, its conciseness and clarity of presentation, together with the good index, make it easy to use for reference. The book is recommended both as a course text and as a handy guide to the subject.' Nicholas J. Higham, University of Manchester, SIAM Review

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