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Research of Dynamic Parameters Design on Genetic Algorithm

Authors :
Zhi Gang Li
Shu Jie Li
Wei Jia Guo
Source :
Applied Mechanics and Materials. :2282-2286
Publication Year :
2012
Publisher :
Trans Tech Publications, Ltd., 2012.

Abstract

To quickly get the global optimum by genetic algorithm, calculated the average and standard deviation of the adaptabilities of chromosomes of one generation, designed the selection operator and the mutation operator by the average and the standard deviation, dynamically adjusted the probability of selection operator and mutation operator and decreased the blindness of genetic algorithm, increased the multiplicity of chromosomes by multiple-point crossover and repetitiveness check. The test shows that the algorithm offered in the article is feasible and effective.

Details

ISSN :
16627482
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........3d05fec5ee3c1ab60c3e55be6a4ad2bd
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.263-266.2282