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Convex Analysis and Minimization Algorithms I

Fundamentals

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The book presents convex analysis as an advanced extension of standard calculus, emphasizing inequalities over equalities, making it suitable for graduate studies. It highlights minimization algorithms tailored for non-differentiable functions, showcasing applications in optimization and operations research. The work is divided into two parts: the first serves as an introductory textbook for courses or self-study, while the second delves into advanced topics for specialists, compiling previously unpublished results.

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Convex Analysis and Minimization Algorithms I, Jean-Baptiste Hiriart-Urruty, Claude Lemarechal

Langue
Année de publication
2011
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Titre
Convex Analysis and Minimization Algorithms I
Sous-titre
Fundamentals
Langue
Anglais
Publié
2011
Format
souple
Pages
440
ISBN13
9783642081613
Séries
Description
The book presents convex analysis as an advanced extension of standard calculus, emphasizing inequalities over equalities, making it suitable for graduate studies. It highlights minimization algorithms tailored for non-differentiable functions, showcasing applications in optimization and operations research. The work is divided into two parts: the first serves as an introductory textbook for courses or self-study, while the second delves into advanced topics for specialists, compiling previously unpublished results.