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Numerical Methods in Matrix Computations

Numerical Methods in Matrix Computations
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Field name Details
Dewey Class 518
Title Numerical Methods in Matrix Computations ([EBook]) / by Åke Björck.
Author Björck, Åke , 1934-
Other name(s) SpringerLink (Online service)
Publication Cham : Springer International Publishing , 2015.
Physical Details XVI, 800 p. 45 illus., 26 illus. in color. : online resource.
Series Texts in applied mathematics 0939-2475 ; ; 59
ISBN 9783319050898
Summary Note 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. Åke Björck is a professor emeritus at the Department of Mathematics, Linköping University. He is a Fellow of the Society of Industrial and Applied Mathematics.:
Contents note Direct Methods for Linear Systems -- Linear Least Squares Problems -- Matrix Eigenvalue Problems -- Iterative Methods.
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site http://dx.doi.org/10.1007/978-3-319-05089-8
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