Designing Evolutionary Algorithms for Dynamic Environments

Name: Designing Evolutionary Algorithms for Dynamic Environments
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540212317
Price: 1147 CZK
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Autor: R. W. Morrison

Jazyk:

Vazba: Pevná

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

Dostupnost: Skladem u dodavatele

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The robust capability of Evolutionary Algorithms (EAs) to find solutions to difficult problems has p...

Informace o knize

Autor

R. W. Morrison

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2004

Stránek

149

EAN

9783540212317

ISBN

3540212310

Enbook ID

01559166

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

920

Rozměry

152 x 229 x 14

Kompletní popis

The robust capability of Evolutionary Algorithms (EAs) to find solutions to difficult problems has permitted them to become the optimization and search techniques of choice for many practical static problems.Despite this success in many different environments, EAs are often prone to failure when subjected to even small changes in the problem. Effective solutions for many real-world engineering and economic problems require systems that adapt to changes over time.This book addresses the issues involved in the design of EAs that successfully operate in dynamic environments without human intervention, and provides a method for creating EAs for these environments.

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Designing Evolutionary Algorithms for Dynamic Environments

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