Optimal Design of Fuzzy Controller Using Fuzzy Data Mining and RGA
Weixing Zhu · Computer Engineering and Applications Journal · 2006
A novel method based on the concepts of Genetic Algorithm(GA) is proposed to design a fuzzy controller directly from some gathered input-output data.The proposed method can pick up fuzzy rule models and determine the parameters of membership functions of each input variable automatically from adequate datum.And it can optimize integrated the parameters of membership functions using a real coded Genetic Algorithms.Finally,a typical function of nonlinear is utilized to illustrate the effectiveness of the proposed method.