Evolutionary Algorithms

Name: Evolutionary Algorithms
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540669500
Price: 584.36 RON
Availability: InStock

The Role of Mutation and Recombination

Autor: William M. Spears

Limbă:

Legare: Copertă tare

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

Disponibilitate: În depozitul extern în cantități mici

Expediem în 13-18 zile

584.36 lei

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

Informații despre carte

Autor

William M. Spears

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2000

Pagini

222

EAN

9783540669500

ISBN

3540669507

Enbook ID

01567207

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

1140

Dimensiuni

155 x 235 x 17

Descriere completă

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

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Descriere completă

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