Numerical Linear Algebra: Theory and Applications - Hardcover

Beilina, Larisa; Karchevskii, Mikhail; Karchevskii, Evgenii

 
9783319573021: Numerical Linear Algebra: Theory and Applications
Hardcover
ISBN 10: 3319573020 ISBN 13: 9783319573021
Verlag: Springer-Verlag GmbH, 2018

Inhaltsangabe

This book combines a solid theoretical background in linear algebra with practical algorithms for numerical solution of linear algebra problems. Developed from a number of courses taught repeatedly by the authors, the material covers topics like matrix algebra, theory for linear systems of equations, spectral theory, vector and matrix norms combined with main direct and iterative numerical methods, least squares problems, and eigenproblems. Numerical algorithms illustrated by computer programs written in MATLAB® are also provided as supplementary material on SpringerLink to give the reader a better understanding of professional numerical software for the solution of real-life problems. Perfect for a one- or two-semester course on numerical linear algebra, matrix computation, and large sparse matrices, this text will interest students at the advanced undergraduate or graduate level.

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Über die Autorin bzw. den Autor

Larisa Beilina is an Associate Professor in the Department of Mathematical Sciences at Chalmers University of Technology and Gothenburg University.
Evgenii Karchevskii and Mikhail Karchevskii are both professors at the Institute of Computer Mathematics and Information Technologies at Kazan Federal University, Russia.

Von der hinteren Coverseite

This book combines a solid theoretical background in linear algebra with practical algorithms for numerical solution of linear algebra problems.Developed from a number of courses taught repeatedly by the authors, the material covers topics like matrix algebra, theory for linear systems of equations, spectral theory, vector and matrix norms combined with main direct and iterative numerical methods, least squares problems, and eigen problems.Numerical algorithms illustrated by computer programs written in MATLAB® are also provided as supplementary material on SpringerLink to give the reader a better understanding of professional numerical software for the solution of real-life problems.Perfect for a one- or two-semester course on numerical linear algebra, matrix computation, and large sparse matrices, this text will interest students at the advanced undergraduate or graduate level.

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Verlag
Springer-Verlag GmbH
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319573020
ISBN 13 
9783319573021
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
468
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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Weitere beliebte Ausgaben desselben Titels

9783319861272: Numerical Linear Algebra: Theory and Applications

Vorgestellte Ausgabe

ISBN 10:  3319861271 ISBN 13:  9783319861272
Verlag: Springer, 2019
Softcover