Evolutionary Computation in Dynamic and Uncertain Environments

Released on by Shengxiang Yang
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  • Evolutionary Computation in Dynamic and Uncertain Environments Book Detail

  • Author : Shengxiang Yang
  • Release Date : 2007-03-07
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 614
  • ISBN 13 : 3540497722
  • File Size : 3,3 MB
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Evolutionary Computation in Dynamic and Uncertain Environments by Shengxiang Yang PDF Summary

Book 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.

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