| 遗传算法对模糊控制的优化及其应用 |
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| 引用本文： | 顾峻,沈炯,陈来九.遗传算法对模糊控制的优化及其应用[J].东南大学学报(自然科学版),1998(Z1). |
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| 作者姓名： | 顾峻 沈炯 陈来九 |
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| 作者单位： | 东南大学动力工程系 |
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| 摘 要： | 为了使模糊控制器具有自学习能力，本文将遗传算法与模糊控制相结合，提出了使用遗传算法对模糊子集进行划分的优化方法，并根据模糊控制的特点，给出了改进的编码方法和交叉算子，加快了算法的收敛速度．应用该方法对锅炉过热汽温进行了仿真研究，结果表明本文提出的基于遗传算法的模糊控制优化方法是很有效的．
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| 关 键 词： | 遗传算法 模糊控制 过热汽温 |
Optimization of Fuzzy Logic Control Based on Genetic Algorithm |
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| Gu Jun,Shen Jiong,Chen Laijiu.Optimization of Fuzzy Logic Control Based on Genetic Algorithm[J].Journal of Southeast University(Natural Science Edition),1998(Z1). |
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| Authors: | Gu Jun Shen Jiong Chen Laijiu |
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| Abstract: | For the implementation of self learning in fuzzy logic control this paper proposes genetic algorithm to optimize the fuzzy set partitions. The improved encode method and genetic operators are given and the simulation for temperature control system using this method is studied. The results show the proposed method is valid. |
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| Keywords: | genetic algorithm fuzzy logic control superheated steam temperature |
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