| 基于遗传算法的模糊控制器的综合优化设计 |
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| 引用本文： | 朱伟兴,李新城,毛罕平,李萍萍,戚志东.基于遗传算法的模糊控制器的综合优化设计[J].计算机工程与应用,2002,38(23):68-70,93. |
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| 作者姓名： | 朱伟兴 李新城 毛罕平 李萍萍 戚志东 |
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| 作者单位： | 1. 江苏大学电气信息工程学院,镇江,212013
2. 江苏大学机械工程学院,镇江,212013 |
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| 基金项目： | 国家自然科学基金项目(编号:39870153)，江苏省“九五”重大攻关项目(编号:BG98502-1): |
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| 摘 要： | 该文简要叙述了模糊控制器的优化设计原理,提出了一种采用遗传算法对模糊控制器的量化因子、比例因子、隶属函数的参数和模糊控制规则进行综合优化的设计方法,并采用VisualC++6.0编制了相应的软件,该软件已成功地应用于工程中。此外,该软件也可作为遗传优化和模糊控制器设计的辅助教学软件。
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| 关 键 词： | 模糊控制器 综合优化设计 遗传算法 |
| 文章编号： | 1002-8331-(2002)23-0068-03 |
Research on Integrated Optimal Design of Fuzzy Controller Using Genetic Algorithms |
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| Zhu Weixing,Li Xincheng,Mao Hanping,Li Pingping,Qi Zhidong.Research on Integrated Optimal Design of Fuzzy Controller Using Genetic Algorithms[J].Computer Engineering and Applications,2002,38(23):68-70,93. |
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| Authors: | Zhu Weixing Li Xincheng Mao Hanping Li Pingping Qi Zhidong |
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| Affiliation: | Zhu Weixing 1 Li Xincheng 2 Mao Hanping 2 Li Pingping 2 Qi Zhidong 11 |
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| Abstract: | The optimal design principle of a fuzzy controller is described briefly.The integrated optimal design method of a fuzzy controller is proposed,in which the scaling factors,membership function parameters and control rules of a fuzzy controller are op timized.The integrated optimal design software of a fuzzy controller is designed using visual C ,and this software has been used to control engineering.Besides,this software can also be used to computer aided instruction in the integrated optimal design of a fuzzy controller. |
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| Keywords: | Fuzzy controller Integrated optimal design Genetic algorithms |
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