函数 | 算法 | 最优值 | 平均值 | 标准差 | 运行时间 |
F1 | SSA | 0 | 0 | 0 | 0.730337 |
SSSA | 0 | 0 | 0 | 2.729055 | |
CSSSA | 0 | 0 | 0 | 0.331297 | |
GWO | 3.25E−61 | 7.06E−59 | 1.49E−58 | 0.730337 | |
PSO | 2.73E−17 | 6.65E−12 | 3.16E−11 | 0.068184 | |
F2 | SSA | 0 | 5.64E−290 | 0 | 0.708496 |
SSSA | 0 | 0 | 0 | 2.837528 | |
CSSSA | 0 | 0 | 0 | 0.337507 | |
GWO | 6.67E−36 | 9.30E−35 | 9.11E−35 | 0.708496 | |
PSO | 1.07E−07 | 0.001926 | 0.005565 | 0.068286 | |
F3 | SSA | 0 | 6.55E−205 | 0 | 1.114254 |
SSSA | 0 | 3.92E−317 | 0 | 4.552729 | |
CSSSA | 0 | 0 | 0 | 0.536326 | |
GWO | 1.37E−20 | 6.64E−16 | 1.47E−15 | 1.114254 | |
PSO | 0.355402 | 2.999262 | 2.196039 | 0.274216 | |
F4 | SSA | 0 | 2.19E−180 | 0 | 0.699407 |
SSSA | 0 | 1.72E−169 | 0 | 2.713909 | |
CSSSA | 0 | 0 | 0 | 0.33663 | |
GWO | 2.05E−16 | 1.01E−14 | 1.69E−14 | 0.699407 | |
PSO | 0.102354 | 0.450567 | 0.193799 | 0.067621 | |
F5 | SSA | 0 | 0 | 0 | 0.774075 |
SSSA | 0 | 0 | 0 | 3.015265 | |
CSSSA | 0 | 0 | 0 | 0.364194 | |
GWO | 0 | 0.001272 | 0.004877 | 0.774075 | |
PSO | 0 | 0.009108 | 0.010698 | 0.098076 | |
F6 | SSA | 8.88E−16 | 8.88E−16 | 0 | 0.741164 |
SSSA | 8.88E−16 | 8.88E−16 | 0 | 2.890346 | |
CSSSA | 8.88E−16 | 8.88E−16 | 0 | 0.346387 | |
GWO | 20.60683 | 20.8176 | 0.102596 | 0.741164 | |
PSO | 1.501747 | 18.15033 | 5.459149 | 0.100515 | |
F7 | SSA | 0 | 0 | 0 | 0.741869 |
SSSA | 0 | 0 | 0 | 2.823418 | |
CSSSA | 0 | 0 | 0 | 0.348516 | |
GWO | 0 | 0 | 0 | 0.741869 | |
PSO | 9.949591 | 20.09817 | 4.863061 | 0.08366 |