| Numerical Optimization: Theoretical and Practical Aspects 2006 Edition Contributor(s): Bonnans, Joseph-Frédéric (Author), Gilbert, Jean Charles (Author), Lemarechal, Claude (Author) |
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ISBN: 354035445X ISBN-13: 9783540354451 Publisher: Springer OUR PRICE: $94.99 Product Type: Paperback Published: September 2006 Annotation: Just as in its 1st edition, this book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. Most of the algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects of the approaches chosen are also addressed with care, often using minimal assumptions. This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical, description, when coming to actual implementation. Besides, the nonsmooth optimization part has been substantially reorganized and expanded. |
| Additional Information |
| BISAC Categories: - Business & Economics | Operations Research - Computers | Computer Science - Mathematics | Number Systems |
| Dewey: 518.028 |
| LCCN: 2006930998 |
| Series: Universitext |
| Physical Information: 1.13" H x 6.12" W x 9.26" (1.65 lbs) 494 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: Just as in its 1st edition, this book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. Most of the algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects of the approaches chosen are also addressed with care, often using minimal assumptions. This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical, description, when coming to actual implementation. Besides, the nonsmooth optimization part has been substantially reorganized and expanded. |