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Numerical Linear Algebra: Theory and Applications
Taschenbuch von Larisa Beilina (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über 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.
Details
Erscheinungsjahr: 2019
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 468
Inhalt: xiv
450 S.
1 s/w Illustr.
14 farbige Illustr.
450 p. 15 illus.
14 illus. in color.
ISBN-13: 9783319861272
ISBN-10: 3319861271
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Beilina, Larisa
Karchevskii, Mikhail
Karchevskii, Evgenii
Auflage: Softcover reprint of the original 1st ed. 2017
Hersteller: Springer International Publishing
Maße: 235 x 155 x 26 mm
Von/Mit: Larisa Beilina (u. a.)
Erscheinungsdatum: 04.06.2019
Gewicht: 0,703 kg
preigu-id: 115134106
Über 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.
Details
Erscheinungsjahr: 2019
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 468
Inhalt: xiv
450 S.
1 s/w Illustr.
14 farbige Illustr.
450 p. 15 illus.
14 illus. in color.
ISBN-13: 9783319861272
ISBN-10: 3319861271
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Beilina, Larisa
Karchevskii, Mikhail
Karchevskii, Evgenii
Auflage: Softcover reprint of the original 1st ed. 2017
Hersteller: Springer International Publishing
Maße: 235 x 155 x 26 mm
Von/Mit: Larisa Beilina (u. a.)
Erscheinungsdatum: 04.06.2019
Gewicht: 0,703 kg
preigu-id: 115134106
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