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| A Novel Evolutionary-Fuzzy Control Algorithm for Complex Systems | |
| 作者姓名： | 王攀 徐承志 冯珊 徐爱华 |
| 作者单位： | 1. Huazhong Univ. of S&T，Wuhan 430070，P.R.China;2. Wuhan Univ. of Technology，Wuhan 430070，P.R.China |
| 摘 要： | A Novel Evolutionary-Fuzzy Control Algorithm for Complex Systems~~~~ |
A Novel Evolutionary-Fuzzy Control Algorithm for Complex Systems |
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| Wang Pan ,Xu Chengzhi ,Feng Shan & Xu Aihua.A Novel Evolutionary-Fuzzy Control Algorithm for Complex Systems[J].Journal of Systems Engineering and Electronics,2002,13(3). | |
| Authors: | Wang Pan Xu Chengzhi Feng Shan & Xu Aihua |
| Institution: | 1. Huazhong Univ. of S&T, Wuhan 430070, P. R. China;Wuhan Univ. of Technology, Wuhan 430070, P.R. China 2. Wuhan Univ. of Technology, Wuhan 430070, P.R. China 3. Huazhong Univ. of S&T, Wuhan 430070, P. R. China |
| Abstract: | This paper presents an adaptive fuzzy control scheme based on modified genetic algorithm. In the control scheme, genetic algorithm is used to optimze the nonlinear quantization functions of the controller and some key parameters of the adaptive control algorithm. Simulation results show that this control scheme has satisfactory performance in MIMO systems, chaotic systems and delay systems. |
| Keywords: | Modified genetic algorithm Nonlinear quantization factor Adaptive fuzzy controller ITAE index Complex systems |
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