| 模糊神经网络控制器的设计与仿真 |
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| 引用本文： | 赵国强 陈中华. 模糊神经网络控制器的设计与仿真[J]. 辽宁工程技术大学学报(自然科学版), 1999, 18(1): 39-42 |
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| 作者姓名： | 赵国强 陈中华 |
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| 作者单位： | [1]辽宁工程技术大学教务处 [2]辽宁工程技术大学电气工程系 |
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| 摘 要： | 提出了一种复杂系统模糊建模及控制的神经网络方法，通过ＢＰ神经网络，对模糊规则的结论参数和隶属函数进行在线修正，实现模糊规则的自组织，这种控制方法可用地对受控对象缺乏精确的数学模型或具有时滞，高阶，非线性等难以用现有的控制理论分析方法和控制的复杂系统，仿真结果证明了这种方法的有效性。
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| 关 键 词： | 模糊控制 神经网络 BP算法 控制器 仿真 |
The Design and Simulation of the Control Device of Fuzzy Nerve Network |
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| Zhao Guoqiang ,Chen Zhonghua. The Design and Simulation of the Control Device of Fuzzy Nerve Network[J]. Journal of Liaoning Technical University (Natural Science Edition), 1999, 18(1): 39-42 |
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| Authors: | Zhao Guoqiang Chen Zhonghua |
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| Abstract: | The article puts forward a complex system for fuzzy model-building and a method for a control nerve network .By means of BP nerve netWork, the conclusive parameters of the fuzzy principles and subordinate function are revised on line and self-organization of the fuzzy principles is realized. This control system can be used for a controlled object which lacks an accurate mathematical model or for a complex system which is difficult to analyze and control with the existing control method because of time-delay and nonlinearity. The simulation results show the effectiveness of this method. |
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| Keywords: | fuzzy control nerve network BP calculation method |
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