Table 6 Friedman test analysis on CEC2005 test suite.
Functions | PSO | GWO | GJO | SO | SCSO | AVOA | CMAES | SHADE | BKA | CBKA | IBKA | QOBLBKA | AMOMM-BKA |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Fun01 | 13 | 10 | 9 | 7 | 5 | 2 | 11 | 12 | 8 | 6 | 3 | 4 | 1 |
Fun02 | 13 | 10 | 9 | 7 | 5 | 2 | 12 | 11 | 8 | 6 | 4 | 3 | 1 |
Fun03 | 12 | 10 | 8 | 9 | 5 | 2 | 11 | 13 | 7 | 6 | 3 | 4 | 1 |
Fun04 | 11 | 9 | 10 | 8 | 5 | 2 | 12 | 13 | 7 | 6 | 3 | 4 | 1 |
Fun05 | 13 | 4 | 5 | 2 | 8 | 1 | 11 | 12 | 6 | 7 | 9 | 10 | 3 |
Fun06 | 13 | 6 | 12 | 5 | 8 | 1 | 2 | 4 | 9 | 7 | 10 | 11 | 3 |
Fun07 | 13 | 10 | 9 | 5 | 3 | 4 | 11 | 12 | 8 | 7 | 2 | 6 | 1 |
Fun08 | 8 | 10 | 12 | 1 | 9 | 3 | 11 | 2 | 6 | 6 | 5 | 7 | 4 |
Fun09 | 6 | 3 | 1 | 4 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 |
Fun10 | 7 | 3 | 2 | 6 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 |
Fun11 | 6 | 4 | 1 | 5 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 |
Fun12 | 5 | 6 | 13 | 12 | 9 | 1 | 3 | 4 | 8 | 7 | 11 | 10 | 2 |
Fun13 | 6 | 7 | 8 | 5 | 13 | 1 | 2 | 3 | 12 | 11 | 9 | 10 | 4 |
Fun14 | 8 | 10 | 9 | 3 | 12 | 7 | 11 | 2 | 5 | 1 | 4 | 6 | 1 |
Fun15 | 5 | 12 | 10 | 4 | 2 | 3 | 13 | 9 | 8 | 11 | 6 | 7 | 1 |
Fun16 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Fun17 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 |
Fun18 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Fun19 | 1 | 2 | 4 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Fun20 | 8 | 6 | 11 | 1 | 9 | 7 | 10 | 2 | 4 | 3 | 3 | 5 | 1 |
Fun21 | 8 | 5 | 6 | 2 | 9 | 1 | 7 | 4 | 3 | 1 | 1 | 1 | 1 |
Fun22 | 8 | 3 | 7 | 2 | 9 | 1 | 6 | 4 | 1 | 1 | 1 | 5 | 1 |
Fun23 | 8 | 2 | 7 | 4 | 9 | 1 | 5 | 3 | 6 | 1 | 1 | 1 | 1 |
Average rank | 7.61 | 5.87 | 6.78 | 4.39 | 5.61 | 2.00 | 6.70 | 5.39 | 4.91 | 4.09 | 3.57 | 4.39 | 1.48 |
Overall rank | 12 | 9 | 11 | 5 | 8 | 2 | 10 | 7 | 6 | 4 | 3 | 5 | 1 |
