Evolutionary Algorithms

Name: Evolutionary Algorithms
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540669500
Price: 106.08 EUR
Availability: InStock

The Role of Mutation and Recombination

Autor: William M. Spears

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa v malom množstve

Odosielame za 13-18 dní

106.08 €

Despite decades of work in evolutionary algorithms, there remains a lot of uncertainty as to when it...

Informácie o knihe

Autor

William M. Spears

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2000

Stránok

222

EAN

9783540669500

ISBN

3540669507

Enbook ID

01567207

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

1140

Rozmery

155 x 235 x 17

Kompletný 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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Evolutionary Algorithms

The Role of Mutation and Recombination

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež