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中国物理学会期刊

基于遗传算法的混沌系统模糊控制

CSTR: 32037.14.aps.53.21

Fuzzy control of a chaotic system based on genetic algorithm

CSTR: 32037.14.aps.53.21
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  • 基于遗传算法,研究了混沌系统的模糊控制问题.采用遗传算法对模糊系统的隶属函数进行优化,综合了遗传算法强大的空间搜索能力,高精度和模糊控制器快速性的优点,使模糊控制达到较好的控制效果.仿真结果证明了所给方法的有效性.

     

    We consider the fuzzy control problem of a chaotic system, based on genetic algorithm. We apply the genetic algorithm to optimize the parameters of membership function of fuzzy controller, which integrates the global searching and high precision of genetic algorithm and the celerity of the fuzzy controller. The results of simulation show the effectiveness of this method.

     

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