| 基于免疫原理的模糊控制器优化设计与仿真 |
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| 引用本文： | 邢小军,张洪才,闫建国.基于免疫原理的模糊控制器优化设计与仿真[J].计算机应用,2006,26(5):1113-1115. |
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| 作者姓名： | 邢小军 张洪才 闫建国 |
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| 作者单位： | 西北工业大学,自动化学院,陕西,西安,710072;西北工业大学,自动化学院,陕西,西安,710072;西北工业大学,自动化学院,陕西,西安,710072 |
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| 摘 要： | 利用免疫进化算法，提出了一种新的模糊控制器优化设计方法。该方法以实数方式对模糊控制规则和隶属函数参数进行独立编码，分步联合优化，有效降低了待寻优参数的维数，提高了寻优的速度和精度。最后，通过对调压铸造压力控制系统的仿真表明了这种方法的有效性。
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| 关 键 词： | 免疫原理 模糊控制 免疫进化算法 |
| 文章编号： | 1001-9081（2006）05-1113-03 |
| 收稿时间： | 2005-11-21 |
| 修稿时间： | 2005-11-212006-02-07 |
Optimal design of fuzzy controller based on immune principle and its simulation |
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| XING Xiao-jun,ZHANG Hong-cai,YAN Jian-guo.Optimal design of fuzzy controller based on immune principle and its simulation[J].journal of Computer Applications,2006,26(5):1113-1115. |
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| Authors: | XING Xiao-jun ZHANG Hong-cai YAN Jian-guo |
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| Abstract: | By use of immune evolutionary algorithm, a new optimal method of fuzzy controller was presented. Fuzzy control rules and parameters of member functions are encoded respectively in forms of real number cluster, and then integrated optimization is carried out step by step, which leads to decrease in dimension of optimal parameters and increase in optimal speed and precision. Final simulation for pressure adjustable casting control system shows better performance of the method. |
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| Keywords: | immune principle fuzzy control immune evolutionary algorithm |
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