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Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming - Couverture rigide

Fogel, Lawrence J.

 
9780471332503: Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming
Couverture rigide
ISBN 10 : 047133250X ISBN 13 : 9780471332503
Editeur : John Wiley & Sons Inc, 1999

Synopsis

A unique, one-stop reference to the history, technology, and application of evolutionary programming Evolutionary programming has come a long way since Lawrence Fogel first proposed in 1961 that intelligence could be modeled on the natural process of evolution. Efforts to apply this innovative approach to artificial intelligence have also evolved over the years, and the advent of fast desktop computers capable of solving complex computational problems has spawned an explosion of interest in the field. Offering the unique perspective of one of the inventors of evolutionary programming, this remarkable work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing comprehensive coverage of the evolutionary programming approach to simulated evolution. This includes both an updated, condensed version of his bestselling 1966 work, Artificial Intelligence Through Simulated Evolution (with Owens and Walsh), and a thorough discussion of the history, technology, and methods of machine learning from 1970 to the present. This important resource features clear, up-to-date explanations of how the simulation of evolutionary processes allows machines to learn to solve new problems in new ways. And it helps readers make the leap to generating intelligent systems-extending the discussion to neural networks, fuzzy logic, and genetic algorithms development. Engineers and computer scientists in all areas of machine learning will gain invaluable insight into existing and emerging applications and obtain ample ideas to draw upon in future research.

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À propos de l'auteur

LAWRENCE J. FOGEL, PhD, is President of Natural Selection, Inc., La Jolla, California.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
John Wiley & Sons Inc
Date d'édition
1999
Langue
anglais
ISBN 10 
047133250X
ISBN 13 
9780471332503
Reliure
Relié
Nombre de pages
162
Coordonnées du fabricant
non disponible
Personne responsable
non disponible