Kniha Evolutionary Algorithms William M. Spears

Evolutionary Algorithms

The Role of Mutation and Recombination

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286
Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2010
Stránek
222
EAN
9783642086243
ISBN
3642086241
Enbook ID
01653604
Hmotnost
374
Rozměry
158 x 235 x 13

Kompletní popis

Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative benefits and detriments of using recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates important prior work and introduces new theoretical techniques for studying evolutionary algorithms. Consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. The focus allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

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