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

Matrix Perturbation Theory

1st Edition

Authors: G. Stewart Ji-guang Sun
Hardcover ISBN: 9780126702309
Imprint: Academic Press
Published Date: 28th June 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.


No. of pages:
© Academic Press 1990
28th June 1990
Academic Press
Hardcover 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