Canonical PSO Based -Means Clustering Approach for Real Datasets

Table 6

Silhouette index comparison of typical -means, DBSCAN, Hierarchical, simple PSO based -means, and Canonical PSO based -means algorithm on customer dataset.

Typical -means	DBSCAN clustering	Hierarchical clustering	Simple PSO based -means	Canonical PSO based -means
0.6330	0.7335	0.3272	0.6869	0.8006