Evolutionary computation in practice

This book is loaded with examples in which computer scientists and engineers have used evolutionary computation programs that mimic natural evolution to solve real problems. They aren t abstract, mathematically intensive papers, but accounts of solving important problems, including tips from the aut...

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Autres auteurs: Yu, Tina (Directeur de la publication), Baydar, Cem M., 19..- (Directeur de la publication), Davis, Lawrence, 1946- (Directeur de la publication), Roy, Rajkumar, 1966- (Directeur de la publication)
Format: Livre numérique
Langue:Anglais
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Édition:1st ed. 2008.
Collection:Studies in Computational Intelligence 88
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Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Evolutionary Computation in Practice, Texte imprimé, 9783540757702
• Evolutionary Computation in Practice, Texte imprimé, 9783540845171
• Evolutionary Computation in Practice, Texte imprimé, 9783642094927
• Evolutionary Computation in Practice, Texte imprimé, 9783540757702
Description
Résumé:This book is loaded with examples in which computer scientists and engineers have used evolutionary computation programs that mimic natural evolution to solve real problems. They aren t abstract, mathematically intensive papers, but accounts of solving important problems, including tips from the authors on how to avoid common pitfalls, maximize the effectiveness and efficiency of the search process, and many other practical suggestions. Some of the authors have already won "Humies" Human Competitive Results Awards for the work described in this book. I highly recommend it as a highly concentrated source of good problem-solving approaches that are applicable to many real-world problems. --Erik Goodman, Vice President, Red Cedar Technology, Inc.; Professor, Electrical & Computer Engineering, Michigan State University; and Founding Chair, ACM SIGEVO, the Special Interest Group on Genetic and Evolutionary Computation of the Association for Computing Machinery
Description:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9783540757719
ISSN:1860-9503
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