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Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms

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Description

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.
Release date NZ
December 13th, 2011
Audience
  • Professional & Vocational
Contributors
  • Edited by Gene H. Golub
  • Edited by Paul Van Dooren
Edition
Softcover reprint of the original 1st ed. 1991
Illustrations
XIII, 729 p.
Pages
729
Dimensions
170x242x38
ISBN-13
9783642755385
Product ID
20764144

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