Matrix Perturbation Theory (Computer Science and Scientific Computing) (Computer Science and Scientific Computing)

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. Booknews A survey of matrix perturbation theory, a topic of interest to numerical analysts, statisticians, physical scientists, and engineers. Covers linear systems and least square problems, the eigenvalue problem, and the generalized eigenvalue problem as well as vector and matrix norms, including the theory of unitary invariant norms. Emphasizes original sources and the historical development. Annotation c. Book News, Inc., Portland, OR (booknews.com) This book is a survey of matrix perturbation theory. In particular, the authors cover perturbation theory of linear systems and least square problems, the eigenvalue problem, and the generalized eigenvalue problem as well as a treatment of vector and matrix norms, including the theory of unitary invariant norms.