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Foundations of Generic Optimization

Name: Foundations of Generic Optimization
Brand: Springer
SKU: 01975156
Price: 1182 CZK
Availability: InStock
Author: M. Iglesias
ISBN: 9789048169221

Volume 1: A Combinatorial Approach to Epistasis

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 01975156

Nakladatelství Springer, říjen 2010

The success of a genetic algorithm when applied to an optimization problem depends upon several feat... Celý popis

Libristo kód: 01975156

118 b

1 182 Kč

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The success of a genetic algorithm when applied to an optimization problem depends upon several features present or absent in the problem to be solved, including the quality of the encoding of data, the geometric structure of the search space, deception or epistasis. This book deals essentially with the latter notion, presenting for the first time a complete state-of-the-art research on this notion, in a structured completely self-contained and methodical way.§In particular, it contains a refresher on the linear algebra used in the text as well as an elementary introductory chapter on genetic algorithms aimed at readers unacquainted with this notion.§In this way, the monograph aims to serve a broad audience consisting of graduate and advanced undergraduate students in mathematics and computer science, as well as researchers working in the domains of optimization, artificial intelligence, theoretical computer science, combinatorics and evolutionary algorithms.