Evolutionary Computation in Dynamic and Uncertain Environments

Evolutionary Computation in Dynamic and Uncertain Environments

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Nov 30, 2010 · 英語 · 平裝書 (628 頁數)
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格式 平裝書
頁數 628
語言 英語
已出版 Nov 30, 2010
出版商 Springer
ISBN-10 3642080650
ISBN-13 9783642080654

描述

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.

類型

科學與技術 健康與養生
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