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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
Used 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:

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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This book provides a compilation on the state-of-the-art and recent advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. The motivation for this book arises from the fact that some degree of uncertainty in characterizing any realistic engineering systems is inevitable. 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, are presented. "Evolutionary Computation in Dynamic and Uncertain Environments" is a valuable reference for scientists, researchers, professionals and students in the field of engineering and science, particularly in the areas of computational intelligence, natural computing and evolutionary computation.

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