Abstract: This paper proposed an improved FCM algorithm aiming at many problems in Fuzzy C Means algorithm, such as being sensitive to initial conditions, usually leading to local minimum results. The new algorithm can obtain global optimal solutions through a new

Key words: Clustering, Fuzzy C mean clustering, Objective function, Initial cluster centers, Separative degree