Foundations of Generic Optimization

Name: Foundations of Generic Optimization
SKU: 11090639
Price: 134.99 AUD
Availability: InStock

Volume 1: A Combinatorial Approach to Epistasis

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Format:

Paperback / softback

Series:

Mathematical Modelling: Theory and Applications

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Description

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.

Release date Australia

October 28th, 2010

Author

Audience

Professional & Vocational

Contributors

Edited by A. Verschoren
Edited by R. Lowen

Edition

Softcover reprint of hardcover 1st ed. 2005

Illustrations

XIII, 298 p.

Pages

298

Series

Mathematical Modelling: Theory and Applications

Dimensions

156x234x16

ISBN-13

9789048169221

Product ID

11090639

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