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Evolutionary Computation in Dynamic and Uncertain Environments Book PDF Summary

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.

Detail Book of Evolutionary Computation in Dynamic and Uncertain Environments PDF

Evolutionary Computation in Dynamic and Uncertain Environments
  • Author : Shengxiang Yang
  • Release : 07 March 2007
  • Publisher : Springer Science & Business Media
  • ISBN : 9783540497721
  • Genre : Mathematics
  • Total Page : 614 pages
  • Language : English
  • PDF File Size : 19,6 Mb

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