Mathematical Problems in Engineering / 2015 / Article / Tab 4

Research Article

An Effective Hybrid of Bees Algorithm and Differential Evolution Algorithm in Data Clustering

Table 4

The results of implementing the algorithms over Wine test data for 100 runs.

MethodResult CPU time (S)
Best AverageWorst

PSO-ACO-K16,295.3116,295.3116,295.31~30
PSO-ACO16,295.3416,295.9216,297.93~33
PSO16,345.9616,417.4716,562.31~123
SA16,473.4817,521.0918,083.25~129
TS16,666.2216,785.4516,837.53~140
GA16,530.5316,530.5316,530.53~170
ACO16,530.5316,530.5316,530.53~121
HBMO16,357.2816,357.2816,357.28~40
PSO_SA16,295.8616,296.0016,296.10~38
ACO-SA16,298.6216,310.2816,322.43~84
-Means16,555.6818,061.0118,563.120.7
MY proposed ALG.16,292.2516,293.7616,294.98~30