New Method of a Stable Fuzzy System Designsion
Yimin Li · Microcomputer Information · 2010
Based on the fuzzy lyapunov proposition proposed by M.Margaliot and G.Langholz with K-means algorithm,this article introduce a new method to design a stable fuzzy system.Firstly,according to fuzzy lyapunov proposion establish original fuzzy rules,and then calculate the cluster center to optimize fuzzy rules by K-means algorithm. In the end,computer antecedent fitness of every rules and the fuzzy rule number to establish a stable fuzzy system. This method guarantees system's stability and optimized the system. This method feasible and simple. Simulation results prove the validity of this method.