BONNANS NUMERICAL OPTIMIZATION PDF

Numerical Optimization : theoretical and practical aspects : with 26 figures. Starting with illustrative real-world examples, this book exposes in a tutorial way algorithms for numerical optimization: fundamental ones Newtonian methods, line-searches, trust-region, sequential quadratic programming, etc. Most of these algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects are addressed with care, often using minimal assumptions. The present version contains substantial changes with respect to the first edition.

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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. The four authors are leading international specialists in various branches of nonlinear optimization one of them received the Dantzig Prize.

All of them continually collaborate with industry on problems dealing with optimization, in fields such as energy management, geoscience, life sciences, etc. Numerical Optimization : Theoretical and Practical Aspects. Lawrence K. Numerical Optimization: Theoretical and Practical Aspects.

DATAFORTRESS 2020 PDF

Numerical Optimization

It seems that you're in Germany. We have a dedicated site for Germany. Authors: Bonnans , J. 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.

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Numerical Optimization : Theoretical and Practical Aspects

We use cookies to give you the best possible experience. By using our website you agree to our use of cookies. Dispatched from the UK in 4 business days When will my order arrive? Haim Brezis. Serge Lang. Loring W. Vladimir I.

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