| 一种采用自适应遗传算法的模糊自整定控制器 |
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| 引用本文： | 涂建军,吴汉松,金朝红.一种采用自适应遗传算法的模糊自整定控制器[J].海军工程大学学报,2007,19(5):108-112. |
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| 作者姓名： | 涂建军 吴汉松 金朝红 |
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| 作者单位： | 海军工程大学,电气与信息工程学院,湖北,武汉,430033 |
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| 摘 要： | 针对模糊自整定控制器参数寻优能力差的不足,研究了采用自适应交叉概率与变异概率的遗传算法,提出了用这种自适应遗传算法改善模糊自整定控制器性能的方法。对采用自适应遗传算法的模糊自整定控制器与一般的模糊自适应控制器作了仿真对比研究,说明了前者的优越性。
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| 关 键 词： | 自适应控制 自适应遗传算法 模糊控制器 |
| 文章编号： | 1009-3486(2007)05-0108-05 |
| 修稿时间： | 2007年4月6日 |
A fuzzy self-turning controller based on adaptive genetic algorithm |
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| TU Jian-jun,WU Han-song,JIN Chao-hong.A fuzzy self-turning controller based on adaptive genetic algorithm[J].Journal of Naval University of Engineering,2007,19(5):108-112. |
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| Authors: | TU Jian-jun WU Han-song JIN Chao-hong |
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| Abstract: | Aiming at the deficiency in optimizing the parameters of the fuzzy adaptive controller,the genetic algorithm with the adaptive crossover and mutation probability was discussed,and a new method of improving the performance of the fuzzy adaptive controller was introduced based on the adaptive genetic algorithm.In addition,the performances of the fuzzy self-turning controller based on the adaptive genetic algorithm and the fuzzy adaptive controller were simulated and compared.By comparison the superiority of the former was proved. |
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| Keywords: | adaptive control adaptive genetic algorithm fuzzy controller |
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