The determination of cluster number is still an open problem for fuzzy C-means clustering.In this paper,a new validity index is proposed to evaluate partition and determine the optimal number of clusters for fuzzy clustering.In a good partition,the similarities of patterns in a cluster should be maximized and the clusters should be well separated.Intra-cluster variation and intercluster overlap are defined to measure the similarities within a cluster and the separation between clusters respectively.The vali...