Téléchargez le livre : Evolutionary Global Optimization, Manifolds and Applications

Evolutionary Global Optimization, Manifolds and Applications

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Éditeur :

Springer


Collection :

Studies in Systems, Decision and Control

Paru le : 2015-12-09

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Description

This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. It describes recent findings and well-known key facts in general and differential topology, revisiting them all in the context of application to current optimization problems. Special emphasis is put on game theory problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA. In addition, more abstract examples, including minimizations of well-known functions, are also included. Although the Fuzzy ASA approach has been chosen as the main optimizing paradigm, the book suggests that other metaheuristic methods could be used as well. Some of them are introduced, together with their advantages and disadvantages.

Readers should possess some knowledge of linear algebra, and of basic concepts ofnumerical analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous problems. The book offers a valuable resource for students, researchers and practitioners. It is suitable for university courses on optimization and for self-study.

 
Pages
137 pages
Collection
Studies in Systems, Decision and Control
Parution
2015-12-09
Marque
Springer
EAN papier
9783319264660
EAN PDF
9783319264677
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
13
Taille du fichier
3389 Ko
Prix
95,39 €
EAN EPUB
9783319264677
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
13
Taille du fichier
1823 Ko
Prix
95,39 €

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