Numerical Methods in Matrix Computations

by Åke Björck
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eBook

Publisher: Springer International Publishing

Series: Texts in Applied Mathematics

Publication Date: October 16, 2015

ISBN: 9783319050898

Binding: Kobo eBook

Availability: eBook

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Matrix algorithms are at the core of scientific computing and are indispensable tools in most applications in engineering. This book offers a comprehensive and up-to-date treatment of modern methods in matrix computation. It uses a unified approach to direct and iterative methods for linear systems, least squares and eigenvalue problems. A thorough analysis of the stability, accuracy, and complexity of the treated methods is given.

Numerical Methods in Matrix Computations is suitable for use in courses on scientific computing and applied technical areas at advanced undergraduate and graduate level. A large bibliography is provided, which includes both historical and review papers as well as recent research papers. This makes the book useful also as a reference and guide to further study and research work.