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Designing Evolutionary Algorithms for Dynamic Environments
Hardcover
Series: Natural Computing
ISBN13: 9783540212317
Publisher: Springer Nature
Published: Jun 15 2004
Pages: 149
Weight: 0.82
Height: 0.56 Width: 6.30 Depth: 9.46
Language: English
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. 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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