Evolutionary Algorithms in Theory and Practice (Innbundet)

Evolution Strategies, Evolutionary Programming, Genetic Algorithms


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Innbinding: Innbundet
Utgivelsesår: 1996
Antall sider: 328
Forlag: Oxford University Press Inc
Språk: Engelsk
ISBN/EAN: 9780195099713
Kategori: Data og Naturvitenskap
Omtale Evolutionary Algorithms in Theory and Practice
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.

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