Kniha Evolutionary Algorithms William M. Spears

Evolutionary Algorithms

The Role of Mutation and Recombination

Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele v malém množství
Odesíláme za 13-18 dnů
2 567
Despite decades of work in evolutionary algorithms, there remains a lot of uncertainty as to when it...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2000
Stránek
222
EAN
9783540669500
ISBN
3540669507
Enbook ID
01567207
Hmotnost
1140
Rozměry
155 x 235 x 17

Kompletní popis

Despite decades of work in evolutionary algorithms, there remains a lot of uncertainty as to when it is beneficial or detrimental to use recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates prior theoretical work and introduces new theoretical techniques for studying evolutionary algorithms. An aggregation algorithm for Markov chains is introduced which is useful for studying not only evolutionary algorithms specifically, but also complex systems in general. Practical consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. A focus on discrete rather than real-valued representations allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.§

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