Table 12 Statistical results of optimization algorithms on pressure vessel design problem.
Algorithm | Mean | Best | Worst | Std | Median | Rank |
|---|---|---|---|---|---|---|
BOA | 5882.8955 | 5882.8955 | 5882.8955 | 9.83E-14 | 5882.8955 | 1 |
CMA-ES | 5883.979 | 5882.9013 | 5893.5344 | 0.1514476 | 5882.9014 | 4 |
EBOwithCMAR | 5926.4819 | 5882.9022 | 6033.5159 | 2.4017279 | 5904.2353 | 6 |
SPS_L_SHADE_EIG | 6727.8363 | 6125.8849 | 7709.4146 | 21.314541 | 6597.5689 | 11 |
LSHADE_cnEpSi | 5882.9013 | 5882.9013 | 5882.9013 | 3.71E-08 | 5882.9013 | 2 |
LSHADE | 5933.1611 | 5886.3286 | 6020.8365 | 2.2708573 | 5916.653 | 7 |
WSO | 5890.6028 | 5882.9013 | 5958.8872 | 1.0822684 | 5882.9017 | 5 |
AVOA | 6194.3351 | 5882.9072 | 6959.217 | 17.163132 | 6035.3576 | 9 |
RSA | 11,920.942 | 7619.3008 | 18,935.458 | 152.31712 | 10,990.03 | 13 |
MPA | 5882.9013 | 5882.9013 | 5882.9013 | 2.274E-07 | 5882.9013 | 3 |
TSA | 6242.0657 | 5907.3928 | 6868.6083 | 16.22791 | 6124.096 | 10 |
WOA | 7840.235 | 6241.816 | 12,287.111 | 81.924031 | 7452.6013 | 12 |
GWO | 6002.6746 | 5889.6633 | 6611.9911 | 11.660298 | 5897.3778 | 8 |
