Evolutionary Computation in Dynamic and Uncertain Environments

Evolutionary Computation in Dynamic and Uncertain Environments

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Nov 30, 2010 · Anglais · Broché (628 pages)
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Détails du livre

Format Broché
Pages 628
Langue Anglais
Publié Nov 30, 2010
Éditeur Springer
ISBN-10 3642080650
ISBN-13 9783642080654

Description

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.

Genres

Science & Technologie Santé et Bien-être
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