Table 5 Result of different algorithms on F1-F13 with dimension 50.
| Â | Â | DGS-SCSO | SCSO | AEFA | HBA | HPSOBOA | QSSALEO | TBLSBCL | TSO |
|---|---|---|---|---|---|---|---|---|---|
F1 | AVG | 0 | 1.06E-161 | 1.46E + 1 | 1.20E-61 | 2.88E-8 | 9.69E-14 | 4.38E-8 | 1.85E-134 |
STD | 0 | 0 | 2.10E-1 | 2.24E-62 | 1.24E-8 | 5.54E-14 | 8.36E-9 | 3.44E-135 | |
F2 | AVG | 6.19E-284 | 3.78E-86 | 2.23E + 2 | 1.07E-34 | 3.71E + 23 | 2.23E-7 | 4.36 | 2.07E-68 |
STD | 0 | 7.02E-87 | 4.84E + 1 | 2.01E-35 | 1.65E + 23 | 2.22E-7 | 1.84 | 3.84E-69 | |
F3 | AVG | 0 | 8.70E-126 | 4.87E + 3 | 1.38E-22 | 1.19E-6 | 1.21E-13 | 1.88E + 3 | 1.16E-137 |
STD | 0 | 1.61E-126 | 1.22E + 3 | 3.47E-23 | 4.72E-7 | 7.95E-14 | 6.02E + 2 | 2.15E-138 | |
F4 | AVG | 5.26E-268 | 9.50E-71 | 8.02 | 5.92E-20 | 7.96E-6 | 1.64E-7 | 1.59E + 1 | 3.01E-66 |
STD | 0 | 1.77E-71 | 2.22 | 1.60E-20 | 5.52E-6 | 1.18E-7 | 2.55 | 6.41E-67 | |
F5 | AVG | 5.73E-273 | 1.88E-167 | 6.69E + 2 | 6.72E-61 | 7.11E-7 | 7.39E-13 | 1.27E + 2 | 4.38E-137 |
STD | 0 | 0 | 6.23E + 2 | 1.25E-61 | 4.60E-7 | 6.63E-13 | 9.73E + 1 | 8.14E-138 | |
F6 | AVG | 1.12E + 1 | 1.11E + 1 | 1.36E + 1 | 9.65E-2 | 1.14E + 1 | 5.29E-8 | 4.30E-8 | 7.02E-5 |
STD | 6.34E-1 | 4.25E-1 | 1.02E + 1 | 7.50E-3 | 5.66E-1 | 1.33E-8 | 6.93E-9 | 4.10E-5 | |
F7 | AVG | 2.04E-5 | 4.31E-5 | 4.21E + 2 | 4.06E-3 | 4.49E-4 | 1.07E-4 | 2.30E-1 | 7.58E-5 |
STD | 1.82E-5 | 4.18E-5 | 6.76E + 1 | 5.80E-4 | 3.56E-4 | 9.56E-5 | 6.24E-2 | 6.03E-5 | |
F8 | AVG | 0 | 8.97E-76 | 3.15 | 9.63E-2 | 7.33E-6 | 3.62E-8 | 2.21 | 1.44E-64 |
STD | 0 | 1.67E-76 | 5.08E-1 | 8.84E-3 | 6.35E-6 | 2.82E-8 | 3.31E-1 | 2.67E-65 | |
F9 | AVG | 0 | 0 | 1.82E + 2 | 1.26E | 9.64E-6 | 3.41E-14 | 7.56E + 1 | 0 |
STD | 0 | 0 | 4.54E + 1 | 2.57E-1 | 5.46E-6 | 1.14E-14 | 1.37E + 1 | 0 | |
F10 | AVG | 4.44E-16 | 4.44E-16 | 2.86 | 9.03 | 3.17E-5 | 7.48E-8 | 3.89 | 4.44E-16 |
STD | 9.86E-32 | 9.86E-32 | 1.10 | 8.67 | 3.14E-5 | 5.96E-8 | 8.42E-1 | 9.86E-32 | |
F11 | AVG | 0 | 0 | 8.29 | 7.97E-17 | 3.57E-10 | 6.20E-14 | 8.34E-3 | 0 |
STD | 0 | 0 | 4.10 | 1.48E-17 | 1.88E-10 | 4.01E-14 | 1.10E-4 | 0 | |
F12 | AVG | 9.93E-1 | 1.13 | 6.82 | 5.62E-3 | 1.09 | 2.15E-10 | 1.05E + 1 | 3.51E-6 |
STD | 1.58E-1 | 1.01E-1 | 3.58 | 1.17E-4 | 1.27E-1 | 7.30E-11 | 3.34 | 7.10E-6 | |
F13 | AVG | 4.69 | 4.85 | 7.30E + 1 | 1.26 | 4.91 | 5.08E-2 | 6.25E + 1 | 6.20E-5 |
STD | 3.88E-1 | 4.51E-2 | 3.95E + 1 | 5.67E-1 | 1.79E-1 | 4.39E-2 | 2.18E + 1 | 4.77E-5 | |
W/L/T | 7/3/3 | 0/13/3 | 0/13/0 | 0/13/0 | 0/13/0 | 1/12/0 | 1/12/0 | 1/9/3 | |
OE | 76.92% | 0% | 0% | 0% | 0% | 7.69% | 7.69% | 30.76% |