With the deficiency of global search ability for K-means clustering algorithm,K-means algorithm based on particle swarm optimization(PSO-KM) is proposed.

• 针对K均值聚类算法在全局优化中的不足,提出了基于粒子群的K均值(PSO-KM)聚类算法。