Table 9 Statistical evaluation of different algorithms for the speed reducer design problem.
Algorithm | Best | Median | Mean | Worst | STD | Rank |
|---|---|---|---|---|---|---|
CMA | 2994.4826 | 2994.7119 | 2998.4532 | 3007.4677 | 5.5293 | 1 |
PSO | 2997.4979 | 3045.7025 | 3099.4394 | 3866.6333 | 168.5138 | 10 |
ACO | 3105.7940 | 3347.7601 | 3398.2409 | 4010.2449 | 218.4351 | 9 |
BES | 3006.0669 | 3014.1927 | 3013.9761 | 3024.0290 | 4.4505 | 7 |
DE | 2994.4945 | 2994.8245 | 2998.6031 | 3046.6667 | 10.9321 | 2 |
BOA | 3099.9708 | 3207.9642 | 3209.3576 | 3331.1996 | 57.3695 | 5 |
GWO | 3002.3508 | 3013.9418 | 3013.2112 | 3021.6217 | 5.1279 | 6 |
WOA | 3015.5739 | 4506.9354 | 4.0826E+13 | 9.1335E+13 | 1.6826E+13 | 11 |
PS-BES | 2994.4998 | 3037.2481 | 3075.9299 | 3189.2825 | 76.5119 | 8 |
PSOBOA | 2994.7476 | 3158.6698 | 3204.7992 | 5583.6457 | 458.1556 | 3 |
HPSOBOA | 3015.0974 | 3158.6698 | 3309.1152 | 5870.6911 | 679.1310 | 4 |
