Research Article

An Improved Animal Migration Optimization Algorithm for Clustering Analysis

Table 3

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

AlgorithmMeanBestWorstStandard deviationRank

-means102.841299.4582 123.46787
PSO98.334596.6567104.22245
CPSO 96.9721 96.658097.5211 4
ABC96.665996.656696.75473
CABC96.656196.655596.65992
AMO99.005597.0751100.54846
IAMO96.655596.655596.65551