KFU. Card publication. Numerical Linear Algebra: Theory and Applications

KAZAN
FEDERAL UNIVERSITY

- RUS
- 中文
- ES

NUMERICAL LINEAR ALGEBRA: THEORY AND APPLICATIONS

Form of presentation

Non-approved textbooks

Year of publication

2017

Язык

английский

Authors, employees of KFU

Karchevskiy Evgeniy Mikhaylovich, author

Karchevskiy Mikhail Mironovich, author

Other authors

Beilina Larisa , author

Bibliographic description in the original language

Beilina L., Karchevskii E., Karchevskii M. Numerical Linear Algebra: Theory and Applications. - Springer International Publishing, 2017. - 524 p.

Annotation

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.

Keywords

Numerical calculations, Linear algebra

URL

https://link.springer.com/book/10.1007/978-3-319-57304-5

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=159977&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Karchevskiy Evgeniy Mikhaylovich	ru_RU
dc.contributor.author	Karchevskiy Mikhail Mironovich	ru_RU
dc.contributor.author	Beilina Larisa	ru_RU
dc.date.accessioned	2017-01-01T00:00:00Z	ru_RU
dc.date.available	2017-01-01T00:00:00Z	ru_RU
dc.date.issued	2017	ru_RU
dc.identifier.citation	Beilina L., Karchevskii E., Karchevskii M. Numerical Linear Algebra: Theory and Applications. - Springer International Publishing, 2017. - 524 p.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=159977&p_lang=2	ru_RU
dc.description.abstract	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.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Numerical calculations	ru_RU
dc.subject	Linear algebra	ru_RU
dc.title	Numerical Linear Algebra: Theory and Applications	ru_RU
dc.type	Non-approved textbooks	ru_RU