Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms

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Synopsis

Numerical linear algebra, digital signal processing, and parallel algorithms are three disciplines with a great deal of activity in the last few years. The interaction between them has been growing to a level that merits an Advanced Study Institute dedicated to the three areas together. This volume gives an account of the main results in this interdisciplinary field. The following topics emerged as major themes of the meeting: - Singular value and eigenvalue decompositions, including applications, - Toeplitz matrices, including special algorithms and architectures, - Recursive least squares in linear algebra, digital signal processing and control, - Updating and downdating techniques in linear algebra and signal processing, - Stability and sensitivity analysis of special recursive least squares problems, - Special architectures for linear algebra and signal processing. This book contains tutorials on these topics given by leading scientists in each of the three areas. A consider- able number of new research results are presented in contributed papers. The tutorials and papers will be of value to anyone interested in the three disciplines.

Book details

Edition:
1991
Series:
NATO ASI Subseries F: (Book 70)
Author:
Gene H. Golub, Paul Van Dooren
ISBN:
9783642755361
Related ISBNs:
9783540523000
Publisher:
Springer Berlin Heidelberg
Pages:
N/A
Reading age:
Not specified
Includes images:
No
Date of addition:
2022-06-23
Usage restrictions:
Copyright
Copyright date:
1991
Copyright by:
N/A 
Adult content:
No
Language:
English
Categories:
Communication, Computers and Internet, Earth Sciences, Mathematics and Statistics, Nonfiction, Technology