Matrix Perturbation Theory - 1st Edition - ISBN: 9780126702309, 9780080926131

Matrix Perturbation Theory

1st Edition

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Authors: G. Stewart Ji-guang Sun
Hardcover ISBN: 9780126702309
eBook ISBN: 9780080926131
Imprint: Academic Press
Published Date: 24th July 1990
Page Count: 374
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Table of Contents

Preliminaries. Norms and Metrics. Linear Systems and Least Squares Problems. The Perturbation of Eigenvalues. Invariant Subspaces. Generalized Eigenvalue Problems.


This book is a comprehensive survey of matrix perturbation theory, a topic of interest to numerical analysts, statisticians, physical scientists, and engineers. In particular, the authors cover perturbation theory of linear systems and least square problems, the eignevalue problem, and the generalized eignevalue problem as wellas a complete treatment of vector and matrix norms, including the theory of unitary invariant norms.


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© Academic Press 1990
24th July 1990
Academic Press
Hardcover ISBN:
eBook ISBN:

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About the Authors

G. Stewart

Affiliations and Expertise

The University of Texas, Austin

Ji-guang Sun

Affiliations and Expertise

Computer Center of the Chinese Academy of Sciences