Genetic Algorithms and Genetic Programming : Modern Concepts and Practical Applications

Affenzeller, Michael; Wagner, Stefan; Winkler, Stephan; Beham, Andreas

ISBN 10: 1138114278 ISBN 13: 9781138114272

Edit� par Chapman and Hall/CRC, 2018

Langue: anglais

Etat : Neuf Couverture souple

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Titre

Genetic Algorithms and Genetic Programming : Modern Concepts and Practical Applications

�diteur

Chapman and Hall/CRC

Date de parution

2018

Langue

anglais

ISBN � 10 chiffres

1138114278

ISBN � 13 chiffres

9781138114272

Reliure

Couverture souple

�tat de l'article

New

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Synopsis

This book describes several generic algorithmic concepts that can be used in any kind of GA or with evolutionary optimization techniques. It provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, the authors show how to substantially increase achievable solution quality. They also describe structure identification using HeuristicLab as a platform for algorithm development. Software, dynamical presentations of representative test runs, and more are available on a supplementary website.

� propos de l?auteur

Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

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