Order from a Major Online Bookstore
Ultimate Book Price Comparison Engine
Save Your Time And Money
| AnyBook4Less.com | Order from a Major Online Bookstore |
|
| Home | Store List | FAQ | Contact Us | | ||
| Ultimate Book Price Comparison Engine Save Your Time And Money |
||
 |
Title: Matrix Computations (Johns Hopkins Series in the Mathematical Sciences) by Gene H. Golub, Charles F. Van Loan ISBN: 0-8018-5414-8 Publisher: Johns Hopkins University Press Pub. Date: 01 November, 1996 Format: Paperback Volumes: 1 List Price(USD): $45.95 |
Average Customer Rating: 4.23 (13 reviews)
Rating: 5
Summary: Got Matrices?
Comment: This is one of the definitive texts on computational linear algebra, or more specifically, on matrix computations. The term "matrix computations" is actually the more apt name because the book focuses on computational issues involving matrices,the currency of linear algebra, rather than on linear algebra in the abstract. As an example of this distinction, the authors develop both "saxpy" (scalar "a" times vector "x" plus vector "y") based algorithms and "gaxpy" (generalized saxpy, where "a" is a matrix) based algorithms, which are organized to exploit very efficient low-level matrix computations. This is an important organizing concept that can lead to more efficient matrix algorithms.
For each important algorithm discussed, the authors provide a concise and rigorous mathematical development followed by crystal clear pseudo-code. The pseudo-code has a Pascal-like syntax, but with embedded Matlab abbreviations that make common low-level matrix operations extremely easy to express. The authors also use indentation rather than tedious BEGIN-END notation, another convention that makes the pseudo-code crisp and easy to understand. I have found it quite easy to code up various algorithms from the pseudo-code descriptions given in this book. The authors cover most of the traditional topics such as Gaussian elimination, matrix factorizations (LU, QR, and SVD), eigenvalue problems (symmetric and unsymmetric), iterative methods, Lanczos method, othogonalization and least squares (both constrained and unconstrained), as well as basic linear algebra and error analysis.
I've use this book extensively during the past ten years. It's an invaluable resource for teaching numerical analysis (which invariably includes matrix computations), and for virtually any research that involves computational linear algebra. If you've got matrices, chances are you will appreciate having this book around.
Rating: 5
Summary: Great Mathematical Text
Comment: This book should be placed alongside "Principles of Mathematical Analysis" by Walter Rudin and "Finite Dimensional Vector Spaces" by Paul Halmos as a classic text, one which students/professionals of mathematics will use for years to come. A solid book covering computational matrix theory. I myself used it as a tool to bridge the gap between my formal training in Mathematics and my serious interest in computers. Reader should have some knowledge of basic linear algebra(ie understanding of vector spaces, L2 norms, etc..) before attempting this book. Excercises could be better. A good purchase for those with a more than passing interest.
Rating: 5
Summary: One of the best books on the subject
Comment: This is the book I turn to first when I have to deal with a problem in numerical linear algebra, it's clearly written and has extensive references.
 |
Title: Matrix Analysis by Roger A. Horn, Charles R. Johnson ISBN: 0521386322 Publisher: Cambridge University Press Pub. Date: 01 July, 1990 List Price(USD): $40.00 |
 |
Title: Numerical Linear Algebra by Lloyd N. Trefethen, David Bau ISBN: 0898713617 Publisher: Soc for Industrial & Applied Math Pub. Date: 01 May, 1997 List Price(USD): $48.00 |
 |
Title: Topics in Matrix Analysis by Roger A. Horn, Charles R. Johnson ISBN: 0521467136 Publisher: Cambridge University Press Pub. Date: 01 September, 1994 List Price(USD): $50.00 |
 |
Title: Applied Numerical Linear Algebra by James W. Demmel ISBN: 0898713897 Publisher: Soc for Industrial & Applied Math Pub. Date: 01 September, 1997 List Price(USD): $62.50 |
 |
Title: Linear Algebra and Its Applications by Gilbert Strang ISBN: 0155510053 Publisher: International Thomson Publishing Pub. Date: 1988 List Price(USD): $106.00 |
Thank you for visiting www.AnyBook4Less.com and enjoy your savings!
Copyright� 2001-2021 Send your comments
