Table 7 Wilcoxon signed-rank test results.
Compared algorithm | Objective function type | ||||
|---|---|---|---|---|---|
CEC 2017 | CEC 2020 | ||||
D = 10 | D = 30 | D = 50 | D = 100 | ||
BOA vs. CMA–ES | 1.34E–08 | 1.18E–11 | 1.26E–12 | 4.72E–16 | 3.57E–08 |
BOA vs. EBOwithCMAR | 3.78E–21 | 3.02E–21 | 1.97E–21 | 1.97E–21 | 3.85E–08 |
BOA vs. SPS_L_SHADE_EIG | 1.97E–21 | 1.97E–21 | 1.97E–21 | 1.97E–21 | 3.85E–08 |
BOA vs. LSHADE_cnEpSi | 4.51E–21 | 2.95E–21 | 6.62E–18 | 1.97E–21 | 1.10E–07 |
BOA vs. LSHADE | 7.79E–21 | 1.97E–21 | 1.97E–21 | 1.97E–21 | 4.48E–08 |
BOA vs. WSO | 1.77E–34 | 1.77E–34 | 1.77E–34 | 1.77E–34 | 3.85E–08 |
BOA vs. AVOA | 2.08E–25 | 2.91E–21 | 1.77E–34 | 1.77E–34 | 3.57E–08 |
BOA vs. RSA | 1.77E–34 | 1.77E–34 | 1.77E–34 | 1.77E–34 | 1.10E–07 |
BOA vs. MPA | 1.11E–29 | 3.61E–16 | 5.96E–31 | 1.77E–34 | 5.63E–08 |
BOA vs. TSA | 5.24E–34 | 1.77E–34 | 1.77E–34 | 1.77E–34 | 3.85E–08 |
BOA vs. WOA | 5.24E–34 | 1.77E–34 | 1.77E–34 | 1.77E–34 | 3.57E–08 |
BOA vs. GWO | 5.63E–32 | 1.77E–34 | 1.77E–34 | 1.77E–34 | 3.85E–08 |