FCM算法的一种数据智能预处理策略

Data intelligence preprocessing method in FCM

采用了具有群体智能特征的算法对要进行聚类的原始数据集进行预处理,把预处理得到的结果作为FCM算法的输入,免去了FCM算法中聚类个数的初始化.另外,预处理策略借助了群体智能算法,可以改善硬划分所造成的聚类错误,从而增强了算法聚类的智能性.

Used a swarm intelligence characteristic of colony algorithm to the original data clustering pretreatment,the collection of the preconditioning（FCM） input,deprived the FCM algorithm in the cluster number of initialization.In addition,the group used pretreatment strategy,intelligent algorithm could improve the hardware into the error caused by clustering algorithm,thereby enhanced the cancroids of clustering.