Evolutionary Global Optimization, Manifolds and Applications

Name: Evolutionary Global Optimization, Manifolds and Applications
Brand: Springer International Publishing AG
SKU: 9783319264660
Price: 38234 HUF
Availability: InStock

Szerző: Hime Aguiar e Oliveira

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer International Publishing AG

Elérhetőség: Beszállítói készleten

Küldés 10-13 napon belül

38 234 Ft

This book presents powerful techniques for solving global optimization problems on manifolds by mean...

Információk a könyvről

Szerző

Hime Aguiar e Oliveira

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2015

oldal

137

EAN

9783319264660

ISBN

3319264664

Enbook ID

09931509

Kiadó

Springer International Publishing AG

Súly

3554

Méretek

155 x 235 x 13

Teljes leírás

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 of numerical 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.§§

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Evolutionary Global Optimization, Manifolds and Applications

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Teljes leírás

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