对k均值算法和硬C-均值算法的对比分析

Contrast of k-means Algorithm with HCM Algorithm

通过比较目标函数、聚类原型模式P(0)的初始化方法、划分矩阵U和聚类原型P的更新方法等4个方面,得出k均值算法和硬C-均值算法的区别。

Differences between k-means algorithm and HCM algorithm have been obtained through contrasting objective functions,initializing cluster prototype pattern P（0）,dividing matrix U and upgrading cluster prototype P.