Using Glowworm Swarm Optimization Algorithm for Clustering Analysis
Zhengxin Huang, Yongquan Zhou · Journal of Convergence Information Technology · 2011
In this paper, two new cluster analysis methods based on glowworm swarm optimization (GSO) algorithm are proposed. The first algorithm showed how GSO can be used to self-organization cluster analysis. The second algorithm is hybrid the GSO clustering analysis with the K-means algorithm to accelerate classification. Two clustering algorithms are tested on three data sets; experimental results show that the two kind of clustering algorithm has higher clustering results.