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Determining Structure and Parameters of Fuzzy Neural Network
一种模糊神经网络的结构和参数的确定方法

Keywords: fuzzy neural network(FNN),fuzzy grid partition(FGP),back-propagation(BP) algorithm
模糊神经网络
,模糊网格划分,反向传播学习算法,模糊模型,神经网络,结构及参数,方法,Fuzzy,Neural,Network,Parameters,精度,研究,经济增长,调节,算法,规则数,最佳,样本数据,网络模型,模糊神经,网格划分,Grid,Partition,结合

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Abstract:

An effective method to determine the structure and parameters of fuzzy neural network model was proposed,combining Fuzzy Grid Partition(FGP) with Fuzzy Neural Networks(FNN).First,from sample data,we could determine the optimal rules using FGP,thereby determine the structure of neural network.Then adjusted the neural network by Back-Propagation(BP) algorithm,so the parameters of fuzzy neural network were determined.Finally,this method was used to construct the fuzzy model of economic growth of China.The research result shows that this fuzzy neural network constructed by this method has higher precision.

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