Książka Evolutionary Algorithms William M. Spears

Evolutionary Algorithms

The Role of Mutation and Recombination

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
431.97
Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2010
strony
222
EAN
9783642086243
ISBN
3642086241
Enbook ID
01653604
Waga
374
Wymiary
158 x 235 x 13

Pełny opis

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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