Research on Fuzzy Neural Network Modeling Method Based on Rough Set Theory
Can Liu · Zhongguo jixie gongcheng · 2001
The research of Intelligent Control has been developed into the stage of Fuzzy Neural Network. About the FNNs,Five Layers Fuzzy Neural Network is clear in its structure, while the Max-min Fuzzy neural Network responds fast and has good ability for real time control. In this paper, based on analysing their advantages and shortcomings, a modeling approach of Fuzzy Neural Network based on Rough Set is introduced. Moreover, by comparing the three modeling methods which are used to the same example respectively, the advantages of approach based on Rough Set is elucidated.