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Evolutionary Computation in Dynamic and Uncertain Environments

Language EnglishEnglish
Book Hardback
Book Evolutionary Computation in Dynamic and Uncertain Environments Shengxiang Yang
Libristo code: 01565091
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, March 2007
This book provides a compilation on the state-of-the-art and recent advances of evolutionary algorit... Full description
? points 524 b
215.43 €
421.35  лв
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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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About the book

Full name Evolutionary Computation in Dynamic and Uncertain Environments
Author Shengxiang Yang, Yew-Soon Ong, Yaochu Jin
Language English
Binding Book - Hardback
Date of issue 2007
Number of pages 605
EAN 9783540497721
ISBN 3540497722
Libristo code 01565091
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 1105
Dimensions 155 x 235 x 40

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Applied mathematics
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
Computing & Information Technology > Computer science > Artificial intelligence
Mathematics & Science > Science: general issues
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