模糊C-均值聚类及其各种变形和推广在实际应用中取得了巨大成就,获得了国际学者的广泛认可。目前,国际上形成了以硬C-均值聚类、模糊C-均值聚类、可能性C-均值聚类为基础的三大聚类算法簇。抑制式模糊C-均值聚类算法架起了连接硬C-均值聚类算法和模糊C-均值聚类算法的一个桥梁,本文就抑制式模糊C-均值聚类的研究现状进行综述,以期对该算法的更深入研究和应用起到推动作用。
Fuzzy C-means clustering and its various deformations and generalizations are well accepted.At present,three clustering algorithm classes are hard C-means clustering,fuzzy C-means clustering and possibility C-means clustering.Suppressed fuzzy C-means clustering algorithm is regarded as a bridge to connect the hard C-means clustering algorithm and the fuzzy C-means clustering algorithm.In this paper,the current research status of suppressed fuzzy C-means clustering is reviewed,and some further researches and applications of these type algorithms are promoted.