GAO Yugen, WANG Guobiao, DING Yuzhan. Genetic Algorithms Based on Grid and Its Application[J]. Chinese Journal of Engineering, 2002, 24(3): 360-363. DOI: 10.13374/j.issn1001-053x.2002.03.077
Citation: GAO Yugen, WANG Guobiao, DING Yuzhan. Genetic Algorithms Based on Grid and Its Application[J]. Chinese Journal of Engineering, 2002, 24(3): 360-363. DOI: 10.13374/j.issn1001-053x.2002.03.077
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Genetic Algorithms Based on Grid and Its Application

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  • In Simple Genetic Algorithms(SGA), chromosomes are produced at random. In order to increase the popularity and diversity of individuals, a new genetic algorithms which produces chromosomes with grid is proposed, and its optimization efficiency is evaluated quantitatively. For comparision with SGA, the DeJong Function Flis used an example.Both results show that the new genetic algorithms with grid is valid for improving the optimal efficiency of genetic algorithms.
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