Integrated crossover rules in real coded genetic algorithms

Integrated crossover rules in real coded genetic algorithms

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Article ID: iaor20084669
Country: Netherlands
Volume: 176
Issue: 1
Start Page Number: 60
End Page Number: 76
Publication Date: Jan 2007
Journal: European Journal of Operational Research
Authors: ,
Abstract:

Modifications in crossover rules and localization of searches are suggested to the real coded genetic algorithms for continuous global optimization. Central to our modifications is the integration of different crossover rules within the genetic algorithm. Numerical experiments using a set of 50 test problems indicate that the resulting algorithms are considerably better than the previous version considered and offer a reasonable alternative to many currently available global optimization algorithms, especially for problems requiring ‘direct search type’ methods.

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