An Improved Animal Migration Optimization Algorithm for Clustering Analysis

Table 10

Results obtained by the algorithms for 20 different runs on cancer data.

Algorithm	Mean	Best	Worst	Standard deviation	Rank
-means	2981.2564	2976.4687	2988.4277	4.8661	5
PSO	3001.2685	2969.7475	3114.3658	63.9370	6
CPSO	2964.8268	2964.4167	2965.2941	0.3773	3
ABC	2965.5369	2964.9734	2966.4785	0.8081	4
CABC	2964.4138	2964.3870	2964.5222		2
AMO	3001.6328	2974.0974	3050.9651		7
IAMO	2964.3870	2964.3870	2964.3870		1