Fuzzy Modeling of Nonlinear System Using Modified Self-Organizing Map Network

摘要：

This paper deals with a problem of fuzzy modeling for nonlinear system. A new nonlinear fuzzy modeling method is proposed. The model is identified as black-box model with input-output training data. A modified self-organizing map (MSOM) network is developed for generating parameters of fuzzy model. Based on the MSOM, fuzzy rules are determined automatically according to the distribution of training data in the input-output space and the given approximating error. Simulating example indicates that the fuzzy modeling method is effective.

作者: Jian Zhang Hehiu Lan Ling Yu

作者单位: School of Information Science and Engineering Liaoning University of Technology Jinzhou,P. R. China 121001

会议类型: 国际会议

会议名称: Fourth International Conference on Impulsive and Hybrid Dynamical Systems(ICIHDS 2007)(第四届国际脉冲和混合动力系统学术会议)

会议地点: 南宁

会议语种:英文

在线出版日期: 2007-07-20（万方平台首次上网日期，不代表论文的发表时间）