Description: Evolutionary Computation in Dynamic and Uncertain Environment, Hardcover by Yang, Shengxiang (EDT); Ong, Yew Soon (EDT); Jin, Yaochu (EDT), ISBN 3540497722, ISBN-13 9783540497721, Like New Used, Free shipping in the US This book compiles recent advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. Th 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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Book Title: Evolutionary Computation in Dynamic and Uncertain Environment
Number of Pages: Xxiii, 605 Pages
Publication Name: Evolutionary Computation in Dynamic and Uncertain Environments
Language: English
Publisher: Springer Berlin / Heidelberg
Subject: Engineering (General), Intelligence (Ai) & Semantics, Neural Networks, Applied
Publication Year: 2007
Type: Textbook
Item Weight: 39 Oz
Subject Area: Mathematics, Computers, Technology & Engineering
Author: Yew-Soon Ong
Item Length: 9.3 in
Item Width: 6.1 in
Series: Studies in Computational Intelligence Ser.
Format: Hardcover
