Research Article
A Modification Artificial Bee Colony Algorithm for Optimization Problems
Table 8
The comparison result of different algorithms for
= 30 in 5000 generations.
| Test functions | MABC | ABC |
| | Mean | 7.93 × 10−26 | 4.56 × 10−2 | Run time (sec) | 8.95 | 7.34 |
| | Mean | 1.14 × 10−17 | 0.18 | Run time (sec) | 8.72 | 7.86 |
| | Mean | 2.35 × 10−20 | 38.75 | Run time (sec) | 8.35 | 7.43 |
| | Mean | 3.37 × 10−8 | 6.44 | Run time (sec) | 8.84 | 7.71 |
| | Mean | 1.90 | 2.64 × 102 | Run time (sec) | 8.22 | 7.42 |
| | Mean | 1.55 × 10−29 | 6.63 × 10−8 | Run time (sec) | 10.92 | 12.63 |
| | Results | 0.35 | 0.90 | Run time (sec) | 11.39 | 14.5 |
| | Mean | 1.02 × 10−10 | 20.38 | Run time (sec) | 9.24 | 7.69 |
| | Mean | 3.28 × 10−14 | 1.32 | Run time (sec) | 12.15 | 7.86 |
| | Mean | 1.72 × 10−2 | 0.85 | Run time (sec) | 13.67 | 7.98 |
| | Mean | 4.86 × 10−30 | 2.30 × 10−3 | Run time (sec) | 28.42 | 12.67 |
| | Mean | 0.998 | 0.998 | Run time (sec) | 42.81 | 16.70 |
|
|