ENGLISH

Evolutionary Computation in Dynamic and Uncertain Environments

By Dr. Shengxiang Yang (auth.) , Dr. Shengxiang Yang , Dr. Yew-Soon Ong , Dr. Yaochu Jin (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2007
ISBN
9783540497721, 3540497722
DOI
10.1007/978-3-540-49774-5
ISSN
1860-949X
Open Library ID
OL12775580M
Language
english
Format
PDF
Filesize
18 MB (18482454 bytes)
Series
Studies in Computational Intelligence 51
Edition
1
Pages
605\590
Library
flazx.com
Time added
2010-02-18 13:16:04
Appl.Mathematics/Computational Methods of EngineerChemistry and Earth SciencesComputer SciencePhysics

Description

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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