Table 6 Friedman test statistical data for 30D CEC2020 BMFs.
From: A novel Human Conception Optimizer for solving optimization problems
Function | PSO6 | CTO4 | HCO | |||
|---|---|---|---|---|---|---|
Ave | Rank | Ave | Rank | Ave | Rank | |
\({F_1}\) | 26881951200 | 1 | 18410919163 | 2 | 2328904813 | 3 |
\({F_2}\) | 7418.48304 | 2 | 3376.88648 | 1 | 5812.17144 | 3 |
\({F_3}\) | 553631.542 | 1 | 1338036.873 | 2 | 63862.4367 | 3 |
\({F_4}\) | 7.80E+14 | 1 | 7.51E+14 | 2 | 1.43E+15 | 3 |
\({F_5}\) | 35321691.2 | 1 | 2798099.436 | 2 | 1778318.217 | 3 |
\({F_6}\) | 1372479800 | 1 | 7981480.045 | 2 | 55315895.78 | 3 |
\({F_7}\) | 149909717.5 | 1 | 1097011670 | 2 | 8759421.951 | 3 |
\({F_8}\) | 2519.72106 | 2 | 2428.44478 | 1 | 2485.38706 | 3 |
\({F_9}\) | 2593.23288 | 1 | 2632.99216 | 3 | 2577.94732 | 2 |
\({F_{10}}\) | 2913.74316 | 2 | 2906.35766 | 1 | 2911.45742 | 3 |
Total rank | Â | 13 | Â | 18 | Â | 29 |
Average rank | Â | 1.3 | Â | 1.8 | Â | 2.9 |
p-value | Â | Â | 0.0012 | Â | Â | Â |
