The Research and Application of the Fuzzy Neural Network Control Based on Genetic Algorithm

摘要：

How fuzzy technology and neural networks and genetic algorithm combine with each other has become the focus of research. A fuzzy neural network controller was proposed based on defuzzification and optimization around the fuzzy neural network structure. Genetic algorithm of fuzzy neural network was brought forward based on optimal control theory. Optimal structure and parameters of fuzzy neural network controller were Offline searched by way of controller performance indicators of genetic algorithm. Fuzzy neural network controller through genetic algorithm was accessed in fuzzy neural network intelligent control system.

关键词： Genetic Algorithm Neural Network Fuzzy Technology Optimal Control

作者: Yong-chao ZHANG Wen-zhuang ZHAO Jin-lian CHEN

作者单位: Department of Mechanical and Electronic Engineering Xijing University Xian, China Key Laboratory of Spectral Imaging Technology of Chinese Academy of Sciences Xian, China Northwestern Polytechnic University Xian, China

会议类型: 国际会议

会议名称: 2010 6th International Conference on MENS NANO,and Smart System(2010年微机电纳米、智能系统国际会议 ICMENS 2010)

会议地点: 长沙

会议语种:英文

页码: 180-182

在线出版日期: 2010-12-14（万方平台首次上网日期，不代表论文的发表时间）