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Application of Chaos in Genetic Algorithms 被引量:13

Application of Chaos in Genetic Algorithms
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摘要 Through replacing Gaussian mutation operator in real-coded genetic algorithm with a chaotic mapping, wepresent a genetic algorithm with chaotic mutation. To examine this new algorithm, we applied our algorithm to functionoptimization problems and obtained good results. Furthermore the orbital points' distribution of chaotic mapping andthe effects of chaotic mutation with different parameters were studied in order to make the chaotic mutation mechanismbe utilized efficiently.
机构地区 Department of Physics
出处 《Communications in Theoretical Physics》 SCIE CAS CSCD 2002年第8期168-172,共5页 理论物理通讯(英文版)
基金 国家自然科学基金
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参考文献11

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