Numerical Linear Algebra: Theory and Applications By Larisa Beilina, Evgenii Karchevskii, Mikhail Karchevskii
English | PDF,EPUB | 2017 | 457 Pages | ISBN : 3319573020 | 16.28 MB
This book combines a solid theoretical background in linear algebra with practical algorithms for numerical solution of linear algebra problems. Developed from a num-ber 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 normscombined with main direct and iterative numerical methods, least squares problems, and eigenproblems.
Numerical algorithms illustrated by computer programs writtenin MATLAB® are also provided as supplementary material on SpringerLink to give the reader a better understanding of professional numerical software for the solutionof 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 studentsat the advanced undergraduate or graduate level.

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