Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)

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

ISBN 10: 1138114278 / ISBN 13: 9781138114272

Edité par Chapman and Hall/CRC, 2018

A propos de cet article

N° de réf. du vendeur I-9781138114272

Détails bibliographiques

• Titre: Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)
• Éditeur: Chapman and Hall/CRC
• Date de parution: 2018
• Langue: anglais
• ISBN à 10 chiffres: 1138114278
• ISBN à 13 chiffres: 9781138114272
• Reliure: Couverture souple
• État de l'article: New

A propos de ce titre

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.

À propos de l?auteur

Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham