An Improved Fuzzy C—Means Clustering Algorithm

After analyzing the problems with present FCM Clustering Algorithm,an improved version of FCM clustering algorithm is proposed in this paper.The new algorithm brings in the Nearest Neighbor Clustering Algorithm to initialize the number and center of clustering.Simulation results indicate that the improved algorithm can not only improve clustering precision,but can avoid local optimum effectively.