Numerical Optimization: Theoretical and Practical Aspects

Joseph-Frederic Bonnans,Jean Charles Gilbert,Claude Lemarechal,Claudia A. Sagastizabal

Numerical Optimization: Theoretical and Practical Aspects
Format
Paperback
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Country
Germany
Published
20 September 2006
Pages
494
ISBN
9783540354451

Numerical Optimization: Theoretical and Practical Aspects

Joseph-Frederic Bonnans,Jean Charles Gilbert,Claude Lemarechal,Claudia A. Sagastizabal

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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. This new edition of Numerical Optimization contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical description when coming to actual implementation.

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