Research Article
A Transition Control Mechanism for Artificial Bee Colony (ABC) Algorithm
Table 10
Success rates and mean fitness evaluations of the ABC and tlABC algorithms.
| Function | ABC | tlABC | tlABC | tlABC | tlABC |
| | | 73.33 | 100 | 100 | 100 | 80 | | 9.440909e + 05 | 8.661300e + 05 | 8.634300e + 05 | 8.548233e + 05 | 9.353458e + 05 |
| | | 100 | 100 | 100 | 100 | 100 | | 3.620033e + 05 | 3.573467e + 05 | 3.773100e + 05 | 3.319433e + 05 | 2.342800e + 05 |
| | | 100 | 100 | 100 | 100 | 100 | | 7.522333e + 04 | 7.410000e + 04 | 7.082667e + 04 | 4.963000e + 04 | 4.227667e + 04 |
| | | 93.333333 | 100 | 96.66 | 100 | 80 | | 4.938250e + 05 | 2.552267e + 05 | 2.555069e + 05 | 2.526400e + 05 | 6.011708e + 05 |
| | | 100 | 100 | 100 | 100 | 100 | | 2.583933e + 05 | 2.599000e + 05 | 2.681333e + 05 | 2.495200e + 05 | 2.093467e + 05 |
| | | 0 | 0 | 0 | 0 | 100 | | — | — | — | — | 7.662900e + 05 |
| | | 0 | 80 | 100 | 100 | 96.66 | | — | 8.865375e + 05 | 6.782433e + 05 | 6.423900e + 05 | 6.846966e + 05 |
| | | 0 | 0 | 0 | 0 | 100 | | — | — | — | — | 8.905667e + 05 |
| | | 100 | 100 | 100 | 100 | 100 | | 2.219033e + 05 | 2.083533e + 05 | 2.095567e + 05 | 1.912133e + 05 | 1.484567e + 05 |
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