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.
| ISBN: | 9783642755385 |
| Publication date: | 13th December 2011 |
| Author: | Gene H Golub, Paul Van Dooren |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Paperback |
| Pagination: | 729 pages |
| Series: | NATO ASI Subseries F |
| Genres: |
Algorithms and data structures Numerical analysis Expert systems / knowledge-based systems Mathematical physics Communications engineering / telecommunications Mathematical theory of computation |
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.
Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms features in the following genres: Algorithms and data structures, Numerical analysis, Expert systems / knowledge-based systems, Mathematical physics, Communications engineering / telecommunications, Mathematical theory of computation
Paperback. Not Available.
Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms was written by Gene H Golub, Paul Van Dooren and published by Springer an imprint of Springer Berlin Heidelberg
Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms has 729 pages
Yes it is part of NATO ASI Subseries F series