Numerical Optimization: Theorical and Practical Aspects - Couverture souple

Bonnans, Frédéric; Gilbert, J-Charles; Lemaréchal, Claude; Sagastizabal, Claudia-A

 
9783540001911: Numerical Optimization: Theorical and Practical Aspects

Synopsis

Just as in its first 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.

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Autres éditions populaires du même titre

9783540354451: Numerical Optimization: Theoretical and Practical Aspects

Edition présentée

ISBN 10 :  354035445X ISBN 13 :  9783540354451
Editeur : Springer, 2009
Couverture souple