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- W2372643732 abstract "An experiment is investigated to find out whether there is a correlation between arithmetic crossovers of real coded genetic algorithms and corresponding problems.Firstly,several common used arithmetic crossovers are used in the experiments for a test function.The experimental results show that choosing which crossover to make the algorithm performing more effectively is related to the problem to be solved,that is there is the correlation between arithmetic crossovers and corresponding problems,and it appears to be changed complicatedly with the mutation probability.Secondly,the method of how to choose an appropriate arithmetic crossover for an optimization problem is proposed by investigating in numeric experiments the performance of each arithmetic crossover without mutation,and the synergetic performance of the combination of an arithmetic crossover and mutation.This is helpful for effectively using real coded genetic algorithms to solve function optimization problems." @default.
- W2372643732 created "2016-06-24" @default.
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- W2372643732 date "2011-01-01" @default.
- W2372643732 modified "2023-09-24" @default.
- W2372643732 title "Correlation between arithmetic crossovers and problems" @default.
- W2372643732 hasPublicationYear "2011" @default.
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