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Numerical Optimization is written by Joseph-Frédéric Bonnans and published by Springer Science & Business Media. It's available with International Standard Book Number or ISBN identification 3540354476 (ISBN 10) and 9783540354475 (ISBN 13).
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.