Numerical Optimization: Theoretical and Practical Aspects (Universitext) - Softcover

Bonnans, J. Frédéric; Gilbert, Jean Charles; Lemaréchal, Claude; Sagastizábal, Claudia A.

 
9783540001911: Numerical Optimization: Theoretical and Practical Aspects (Universitext)
Softcover
ISBN 10: 3540001913 ISBN 13: 9783540001911
Publisher: Springer, 2003

Synopsis

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.

"synopsis" may belong to another edition of this title.

Language Notes

Text: English (translation)
Original Language: French

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2003
Language
English
ISBN 10 
3540001913
ISBN 13 
9783540001911
Binding
Paperback
Edition number
1
Number of pages
423

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