Numerical Methods in Matrix Computations

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Åke Björck is professor emeritus at Linköping University Sweden. He is the coauthor of several textbooks on numerical methods and a monograph and several papers on least squares methods. He has been visiting professor at Stanford University and University of Southern California.

Zusammenfassung

Treats many topics which are not found in standard textbooks

Provides an in-depth treatment of least squares methods and related techniques

Contains a historical overview which is useful in providing context to problems

Includes supplementary material: [...]

Inhaltsverzeichnis

Direct Methods for Linear Systems.- Linear Least Squares Problems.- Matrix Eigenvalue Problems.- Iterative Methods.

Details

Erscheinungsjahr:	2016
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Texts in Applied Mathematics
Inhalt:	xvi 800 S. 19 s/w Illustr. 26 farbige Illustr. 800 p. 45 illus. 26 illus. in color.
ISBN-13:	9783319356143
ISBN-10:	3319356143
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Björck, Åke
Auflage:	Softcover reprint of the original 1st edition 2015
Hersteller:	Springer Palgrave Macmillan Springer International Publishing AG Texts in Applied Mathematics
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 44 mm
Von/Mit:	Åke Björck
Erscheinungsdatum:	22.09.2016
Gewicht:	1,212 kg