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...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2017
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| Schriftenreihe: | Cambridge texts in applied mathematics BVBBV046998082
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UER01 URL des Erstveröffentlichers |
| Zusammenfassung: | 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 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 17 Nov 2017) |
| Beschreibung: | 1 online resource (x, 408 pages) |
| ISBN: | 9781316544938 |
| DOI: | 10.1017/9781316544938 |
Internformat
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| 520 | |a 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 | ||
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| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 629 - Other branches of engineering |
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| dewey-search | 629.8/312 |
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| dewey-tens | 620 - Engineering and allied operations |
| discipline | Mathematik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1017/9781316544938 |
| format | Electronic eBook |
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| isbn | 9781316544938 |
| language | English |
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| spelling | Wendland, Holger 1968- Verfasser (DE-588)1019383682 aut Numerical linear algebra an introduction Holger Wendland Cambridge Cambridge University Press 2017 1 online resource (x, 408 pages) txt rdacontent c rdamedia cr rdacarrier Cambridge texts in applied mathematics BVBBV046998082 Title from publisher's bibliographic system (viewed on 17 Nov 2017) 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 Algebras, Linear Numerical calculations Lineare Algebra (DE-588)4035811-2 gnd rswk-swf Numerische Mathematik (DE-588)4042805-9 gnd rswk-swf Lineare Algebra (DE-588)4035811-2 s Numerische Mathematik (DE-588)4042805-9 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9781107147133 https://doi.org/10.1017/9781316544938 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Wendland, Holger 1968- Numerical linear algebra an introduction Algebras, Linear Numerical calculations Lineare Algebra (DE-588)4035811-2 gnd Numerische Mathematik (DE-588)4042805-9 gnd |
| subject_GND | (DE-588)4035811-2 (DE-588)4042805-9 |
| 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 |
| topic | Algebras, Linear Numerical calculations Lineare Algebra (DE-588)4035811-2 gnd Numerische Mathematik (DE-588)4042805-9 gnd |
| topic_facet | Algebras, Linear Numerical calculations Lineare Algebra Numerische Mathematik |
| url | https://doi.org/10.1017/9781316544938 |
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