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《JOURNAL OF MECHANICAL STRENGTH》 1999-02
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A METHOD EXTRACTING FUZZY DIAGNOSIS KNOWLEDGE BY USING NEURAL NETWORK

Yang Jincai\ Han Jie\ Guan Huiling\ Liang Chuan (Research Institute,Vibration Engineering,Zhengzhou University of Technology,Zhengzhou 450002,China) Yin qiling (The No.3 LPG Plant, Zhongyuan Oilfield,Puyang 457061,China)  
This paper improves the algorithm of B P neural network. After finding out the relation between the single layer neural network weight matrix and the fuzzy comprehensive decision relation matrix, a fuzzy neural network system is constructed. It solves the difficulty of fuzzy diagnosis in self studying, and can extract the common knowledge of the studied knowledge. The physical meaning of the weight matrix, which was implicit and distributive in the past, is now found out and the knowledge is made clear. Thus some limitations of single layer B P neural network are overcome.
【Fund】: 河南省自然科学基金
【CateGory Index】: TP18
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