libcats.org
Главная

Matrix algorithms, - Eigensystems

Обложка книги Matrix algorithms, - Eigensystems

Matrix algorithms, - Eigensystems

This book is the second volume in a projected five-volume survey of numerical linear algebra and matrix algorithms. This volume treats the numerical solution of dense and large-scale eigenvalue problems with an emphasis on algorithms and the theoretical background required to understand them. Stressing depth over breadth, Professor Stewart treats the derivation and implementation of the more important algorithms in detail. The notes and references sections contain pointers to other methods along with historical comments.

The book is divided into two parts: dense eigenproblems and large eigenproblems. The first part gives a full treatment of the widely used QR algorithm, which is then applied to the solution of generalized eigenproblems and the computation of the singular value decomposition. The second part treats Krylov sequence methods such as the Lanczos and Arnoldi algorithms and presents a new treatment of the Jacobi-Davidson method.

The volumes in this survey are not intended to be encyclopedic. By treating carefully selected topics in depth, each volume gives the reader the theoretical and practical background to read the research literature and implement or modify new algorithms. The algorithms treated are illustrated by pseudocode that has been tested in MATLAB implementations.

Audience

The volumes in the series are intermediate-level monographs, suitable for self-study by professionals and graduate students in the sciences and engineering. The first volume, Matrix Algorithms, Volume I: Basic Decompositions, was published by SIAM in 1998 (ISBN 0-89871-414-1).

Популярные книги за неделю:

О физической природе шаровой молнии

Автор:
Категория: science, science, exact
Размер книги: 5.03 Mb

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Древо жизни

Автор:
Категория: Путь к себе
Размер книги: 1.70 Mb

Здоровье надо созидать

Автор:
Категория: Здоровье
Размер книги: 363 Kb
Только что пользователи скачали эти книги:

Москва в улицах и лицах

Автор:
Категория: История
Размер книги: 991 Kb

S. Andrew Swann - The Long View

Автор:
Размер книги: 2 Kb

Special Edition Using Storage Area Networks

Автор: , Автор: , Автор: , Автор: , Автор: , Автор:
Размер книги: 3.63 Mb

Encyclopedia Of Mathematical Physics. S-Y

Автор: , Автор:
Категория: Physics
Размер книги: 12.30 Mb

African Laughter: Four Visits to Zimbabwe

Автор:
Размер книги: 625 Kb

Fascinated by languages

Автор:
Размер книги: 1.42 Mb

Universal Design Handbook, 2nd Edition

Автор: , Автор:
Размер книги: 13.00 Mb

La Notte Dei Vampiri

Автор:
Категория: fiction
Размер книги: 928 Kb

Die Traumnovelle

Автор:
Категория: fiction
Размер книги: 261 Kb