Numerical linear algebra: an introduction
This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the...
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| Main Author: | |
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| Format: | eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2018
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| Series: | Cambridge texts in applied mathematics
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| Links: | https://doi.org/10.1017/9781316544938 |
| Summary: | This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the calculation of eigenvalues. Later chapters cover more advanced material, such as Krylov subspace methods, multigrid methods, domain decomposition methods, multipole expansions, hierarchical matrices and compressed sensing. The book provides rigorous mathematical proofs throughout, and gives algorithms in general-purpose language-independent form. Requiring only a solid knowledge in linear algebra and basic analysis, this book will be useful for applied mathematicians, engineers, computer scientists, and all those interested in efficiently solving linear problems. |
| Physical Description: | 1 Online-Ressource (x, 408 Seiten) |
| ISBN: | 9781316544938 |
Staff View
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| spelling | Wendland, Holger Numerical linear algebra an introduction Holger Wendland Cambridge Cambridge University Press 2018 1 Online-Ressource (x, 408 Seiten) txt c cr Cambridge texts in applied mathematics This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the calculation of eigenvalues. Later chapters cover more advanced material, such as Krylov subspace methods, multigrid methods, domain decomposition methods, multipole expansions, hierarchical matrices and compressed sensing. The book provides rigorous mathematical proofs throughout, and gives algorithms in general-purpose language-independent form. Requiring only a solid knowledge in linear algebra and basic analysis, this book will be useful for applied mathematicians, engineers, computer scientists, and all those interested in efficiently solving linear problems. Erscheint auch als Druck-Ausgabe 9781107147133 Erscheint auch als Druck-Ausgabe 9781316601174 |
| spellingShingle | Wendland, Holger Numerical linear algebra an introduction |
| title | Numerical linear algebra an introduction |
| title_auth | Numerical linear algebra an introduction |
| title_exact_search | Numerical linear algebra an introduction |
| title_full | Numerical linear algebra an introduction Holger Wendland |
| title_fullStr | Numerical linear algebra an introduction Holger Wendland |
| title_full_unstemmed | Numerical linear algebra an introduction Holger Wendland |
| title_short | Numerical linear algebra |
| title_sort | numerical linear algebra an introduction |
| title_sub | an introduction |
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