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Evolutionary Computation in Dynamic and Uncertain Environments (Studies in Computational Intelligence)

Springer

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ISBN 10: 3540497722 / ISBN 13: 9783540497721
Published by Springer, 2007
Condition: Good Hardcover
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Bibliographic Details

Title: Evolutionary Computation in Dynamic and ...

Publisher: Springer

Publication Date: 2007

Binding: Hardcover

Book Condition:Good

Edition: 2007.

About this title

Synopsis:

This book compiles recent advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. The book is motivated by the fact that some degree of uncertainty is inevitable in characterizing any realistic engineering systems. Discussion includes representative methods for addressing major sources of uncertainties in evolutionary computation, including handle of noisy fitness functions, use of approximate fitness functions, search for robust solutions, and tracking moving optimums.

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Evolutionary Computation in Dynamic and Uncertain Environments Compiles advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. This book includes representative methods for addressing major sources of uncertainties in evolutionary computation, including handle of noisy fitness functions, use of approximate fitness functions, and search for robust solutions. Full description

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