Table 2.
Results comparison of UFs and MFs.
F | Index | GBAEF | AEFA | PSO | FA | MVO | SSA | TSA |
---|---|---|---|---|---|---|---|---|
F1 | Average | 0 | 3.73 × 10−27 | 5.86 × 10−8 | 6.99 × 10−3 | 0.38 | 2.31 × 10−7 | 8.29 × 10−58 |
Std. | 0 | 6.23 × 10−26 | 2.39 × 10−7 | 2.19 × 10−3 | 0.21 | 5.89 × 10−7 | 1.05 × 10−59 | |
F2 | Average | 0 | 1.26 × 10−11 | 8.30 × 10−3 | 0.329 | 0.40 | 1.8911 | 9.28 × 10−34 |
Std. | 0 | 1.65 × 10−10 | 2.79 × 10−3 | 0.167 | 0.14 | 1.5942 | 8.78 × 10−36 | |
F3 | Average | 0 | 4.94 × 10+03 | 21 | 1.71 × 103 | 43.1 | 1.48 × 103 | 1.51 × 10−13 |
Std. | 0 | 149 | 7.13 | 669 | 8.97 | 707.05 | 6.55 × 10−13 | |
F4 | Average | 0 | 9.67 × 10−13 | 0.511 | 0.10 | 0.97 | 2.37 × 10−6 | 1.86 × 10−5 |
Std. | 0 | 6.78 × 10−12 | 0.269 | 0.036 | 0.24 | 1.92 × 10−6 | 4.52 × 10−4 | |
F5 | Average | 0 | 0 | 0.069 | 6.94 × 10−3 | 0.020 | 5.72 × 10−7 | 3.67 |
Std. | 0 | 0 | 0.028 | 3.61 × 10−3 | 7.43 × 10−3 | 2.44 × 10−7 | 0.3353 | |
F6 | Average | 1.91 × 10−6 | 0.025 | 0.089 | 0.066 | 0.052 | 8.82 × 10−5 | 0.0018 |
Std. | 3.36 × 10−6 | 0.023 | 0.0206 | 0.042 | 0.013 | 6.94 × 10−5 | 4.62 × 10−4 | |
F7 | Average | −1.22 × 104 | −3.01 × 103 | −6.01 × 103 | −5.85 × 103 | −6.92 × 103 | −7.46 × 103 | −7.89 × 103 |
Std. | 5.21 × 102 | 1.70 × 103 | 1.30 × 103 | 1.61 × 103 | 919 | 634.67 | 599.26 | |
F8 | Average | 0 | 0 | 47.2 | 1.51 × 10 | 101 | 55.45 | 151.45 |
Std. | 0 | 0 | 10.3 | 1.16 × 10 | 19.00 | 19.27 | 36.32 | |
F9 | Average | 4.44 × 10−16 | 7.07 × 10−13 | 0.042 | 0.046 | 1.23 | 2.93 | 2.500 |
Std. | 0 | 6.12 × 10−12 | 0.21 | 0.012 | 0.7.7 | 0.65 | 1.392 | |
F10 | Average | 0 | 0 | 4.50 × 10−3 | 4.13 × 10−3 | 0.563 | 0.234 | 0.0081 |
Std. | 0 | 0 | 7.40 × 10−3 | 1.35 × 10−3 | 0.152 | 0.131 | 0.0060 | |
F11 | Average | 4.91 × 10−28 | 7.54 × 10−27 | 0.011 | 4.24 × 10−4 | 2.38 | 7.28 | 7.401 |
Std. | 2.48 × 10−28 | 8.51 × 10−25 | 0.021 | 2.67 × 10−4 | 2.42 | 2.80 | 4.512 | |
F12 | Average | 8.66 × 10−28 | 2.21 × 10−25 | 0.40 | 2.08 × 10−3 | 0.066 | 21.31 | 2.897 |
Std. | 1.92 × 10−28 | 3.51 × 10−24 | 0.54 | 9.62 × 10−4 | 0.043 | 16.99 | 0.643 |