Numerical Linear Algebra: Theory and Applications
Author:   Larisa Beilina ,  Evgenii Karchevskii ,  Mikhail Karchevskii
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
ISBN:  

9783319861272


Pages:   450
Publication Date:   04 June 2019
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Numerical Linear Algebra: Theory and Applications


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Author:   Larisa Beilina ,  Evgenii Karchevskii ,  Mikhail Karchevskii
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
Weight:   0.712kg
ISBN:  

9783319861272


ISBN 10:   3319861271
Pages:   450
Publication Date:   04 June 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preface.- 1. Preliminaries.- 2. Vector Spaces.- 3. Inner Product Spaces.- 4. Linear Operators.- 5. Canonical Forms and Factorizations.- 6. Vector and Matrix Norms.- 7. Elements of the Perturbation Theory.- 8. Solving Systems of Linear Equations.- 9. Numerical solution of Linear Least Squares Problems.- 10. Algorithms for the Nonsymmetric Eigenvalue Problem.- 11. Algorithms for Solution of Symmetric Eigenvalue problem.- 12. Introduction to Iterative Methods for Solution of Linear Systems.- A. Matlab Programs.- References.

Reviews

It provides a rock-solid theoretical background in a very approachable manner, a good overview of classical algorithms of numerical linear algebra and a good framework and guidance for numerical experiments. (Cyril Fischer, zbMATH 1396.65001, 2018)


Author Information

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. 

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