A numerical study of some modified differential evolution algorithms

A numerical study of some modified differential evolution algorithms

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Article ID: iaor2007336
Country: Netherlands
Volume: 169
Issue: 3
Start Page Number: 1176
End Page Number: 1184
Publication Date: Mar 2006
Journal: European Journal of Operational Research
Authors: ,
Keywords: optimization
Abstract:

Modifications in mutation and localization in acceptance rule are suggested to the differential evolution algorithm for global optimization. Numerical experiments indicate that the resulting algorithms are considerably better than the original differential evolution algorithm. Therefore, they offer a reasonable alternative to many currently available stochastic algorithms, especially for problems requiring ‘direct search type’ methods. Numerical study is carried out using a set of 50 test problems many of which are inspired by practical applications.

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