Fundamentals of Matrix Computations, Third Edition thoroughly details matrix computations and the accompanying theory alongside the authors useful insights. The book presents the most important algorithms of numerical linear algebra and helps readers to understand how the algorithms are developed and why they work. This popular book has been revised and improved to further appeal to theneeds of practicing scientists and graduate and advanced undergraduate students. MATLAB is an easy to use, very high-level language that allows readers to perform much more elaborate computational experiments than before, and this Third Edition contains many new and updated examples and exercises that make useof MATLAB. This software is firmly established as the most widely used vehicle for teaching matrix computations, but the book has maintained the Fortran exercises from the prior edition for those who would like to continue using thissoftware. Features of the new edition include modern coverage of Singular Value Decomposition, a streamlined discussion of the Gram-Schmidt process, a discussion on balancing the eigenvalue problem, new modern coverage on the QR algorithm for the eigenvalue problem, new material on the implicitly-restarted Arnoldi process, and a review of Krylov-Schur methodology.
- ISBN: 978-0-470-52833-4
- Editorial: John Wiley & Sons
- Encuadernacion: Cartoné
- Páginas: 664
- Fecha Publicación: 09/07/2010
- Nº Volúmenes: 1
- Idioma: Inglés
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- MATEMÁTICAS /
- ÁLGEBRA