An Improved Animal Migration Optimization Algorithm for Clustering Analysis

Table 4

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

Algorithm	Mean	Best	Worst	Standard deviation	Rank
-means	1533.5441	1503.9418	1605.1206	29.7491	7
PSO	1501.5895	1490.2455	1529.2453	16.3170	6
CPSO	1499.8073	1492.1980	1532.4523	17.4859	5
ABC	1491.4434	1490.9775	1492.4754	0.5128	3
CABC	1491.3099	1490.9276	1497.3575	2.7356	2
AMO	1499.0215	1493.3564	1509.4512	6.8524	4
IAMO	1491.0900	1490.9321	1492.5707	0.4482	1