Titolo: Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
Editore: Oxford University Press
Data di pubblicazione: 1996
Lingua: Inglese
ISBN 10: 0195099710
ISBN 13: 9780195099713
Rilegatura: Rilegato
Condizione: New

Descrizione articolo

Riassunto

This book compares the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies, and evolutionary programming - computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common formal framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms and uses a meta-evolutionary approach to confirm some of the theoretical results.

Recensione

The reviewed book gives an unified mathematical representation of evolutionary algorithms. The book can be useful to researches in the theory of evolutionary algorithms. (Zeischrift fur Mathematik)

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