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Designing Evolutionary Algorithms for Dynamic Environments

Language EnglishEnglish
Book Hardback
Book Designing Evolutionary Algorithms for Dynamic Environments R. W. Morrison
Libristo code: 01559166
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, June 2004
The robust capability of Evolutionary Algorithms (EAs) to find solutions to difficult problems has p... Full description
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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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About the book

Full name Designing Evolutionary Algorithms for Dynamic Environments
Author R. W. Morrison
Language English
Binding Book - Hardback
Date of issue 2004
Number of pages 149
EAN 9783540212317
ISBN 3540212310
Libristo code 01559166
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 920
Dimensions 152 x 229 x 14

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer science > Computer architecture & logic design
Computing & Information Technology > Computer science > Artificial intelligence
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