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READ Parameter Setting in Evolutionary Algorithms (Studies in Computational Intelligence) 107 Ì One of the main difficulties of applying an evolutionary algorithm or as a matter of fact any heuristic method to a given problem is to decide on an appropriate set of parameter values Typically these arTation and the operators themselves This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions The book covers a broad area of evolutionary computation including genetic algorithms evolution strategies genetic pr.

SUMMARY Ò eBook, PDF or Kindle ePUB ✓ Fernando G. Lobo

One of the main difficulties of applying an evolutionary algorithm or as a matter of fact any heuristic method to a given problem is to decide on an appropriate set of parameter values Typically these are specified before the algorithm is run and include population size selection rate operator probabilities not to mention the represen.

Fernando G. Lobo ✓ 7 READ

Parameter Setting in Evolutionary Algorithms Studies in Computational IntelligenceOgramming estimation of distribution algorithms and also discusses the issues of specific parameters used in parallel implementations multi objective evolutionary algorithms and practical consideration for real world applications It is a recommended read for researchers and practitioners of evolutionary computation and heuristic metho.