An Improved Animal Migration Optimization Algorithm for Clustering Analysis

Table 9

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

Algorithm	Mean	Best	Worst	Standard deviation	Rank
-means	1426.7522	1423.8570	1433.8423	3.1208	5
PSO	1430.1546	1426.4237	1447.6403	9.3451	7
CPSO	1424.8260	1423.5525	1425.5460	0.9048	4
ABC	1423.9238	1423.8308	1425.9821		3
CABC	1423.9109	1423.8206	1425.2445		2
AMO	1429.1499	1427.9670	1430.8177		6
IAMO	1423.8204	1423.8204	1423.8204		1