| 基于神经网络的带遗传算法的模糊控制器 |
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| 引用本文： | 吴方晖 毛宗源. 基于神经网络的带遗传算法的模糊控制器[J]. 华南理工大学学报(自然科学版), 1999, 27(1): 91-95 |
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| 作者姓名： | 吴方晖 毛宗源 |
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| 作者单位： | 华南理工大学自动控制工程系 |
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| 摘 要： | 研究如何将模糊逻辑系统（ＦＬＳ）、人工神经网络（ＡＮＮ）及遗传算法（ＧＡ）相结合，构成一个有机的控制器，从而达到准确、快速的控制。
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| 关 键 词： | 神经网络 遗传算法 模糊控制器 智能控制 |
FUZZY CONTROLLER BASED ON NEURAL NETWORK WITH GENETIC ALGORITHM LEARNING |
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| Wu Fanghui Mao Zongyuan. FUZZY CONTROLLER BASED ON NEURAL NETWORK WITH GENETIC ALGORITHM LEARNING[J]. Journal of South China University of Technology(Natural Science Edition), 1999, 27(1): 91-95 |
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| Authors: | Wu Fanghui Mao Zongyuan |
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| Abstract: | This paper provides a Fuzzy Controller System(FCS)based on Neural Network(NN)with Genetic Algorithm(GA)learning method. It is known that using the BP algorithm to train a neural network always gets a local optimal solution. However, GA in this paper is global optinization techniques that avoid many of the shortcomings exhibited by local search techniques in difficult search spaces. |
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| Keywords: | fuzzy logic system neural network genetic algorithm |
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