A novel PSO based algorithm to find initial seeds for the k-means clustering algorithm

Fast codebook design method for image vector quantisation

“…Owing to the excellent characteristics of PSO, some scholars tried to use PSO to generate initial centres for the K ‐means algorithm [18–21]. Esmin et al considered the problem of unequal distribution of data in different clusters and improved the fitness function [11, 22].…”