Table 5.
Results of runtime for WFG problems.
| Problem | M | D | MaOALO | MaOPSO | MaOSOS | MaOMVO | NSGA-III | MaOMPA |
|---|---|---|---|---|---|---|---|---|
| WFG1 | 5 | 14 | 3.190 | 1.240 | 1.170 | 10.700 | 4.180 | 1.300 |
| 7 | 16 | 1.480 | 1.630 | 1.020 | 9.120 | 4.470 | 1.050 | |
| WFG2 | 5 | 14 | 1.290 | 1.610 | 1.110 | 8.260 | 3.420 | 1.020 |
| 7 | 16 | 1.540 | 2.040 | 1.050 | 9.910 | 4.190 | 1.050 | |
| WFG3 | 5 | 14 | 1.610 | 1.970 | 0.961 | 10.900 | 5.430 | 1.220 |
| 7 | 16 | 3.170 | 2.380 | 0.861 | 12.100 | 6.790 | 2.950 | |
| WFG4 | 5 | 14 | 1.180 | 1.960 | 1.170 | 10.100 | 5.550 | 0.957 |
| 7 | 16 | 1.560 | 2.150 | 1.180 | 6.820 | 7.300 | 0.787 | |
| WFG5 | 5 | 14 | 0.894 | 1.770 | 0.864 | 7.200 | 3.690 | 0.640 |
| 7 | 16 | 1.050 | 2.170 | 1.010 | 8.320 | 4.790 | 0.808 | |
| WFG6 | 5 | 14 | 0.899 | 1.540 | 0.850 | 6.410 | 3.070 | 0.647 |
| 7 | 16 | 1.040 | 2.020 | 0.871 | 7.750 | 4.240 | 0.736 | |
| WFG7 | 5 | 14 | 0.961 | 2.700 | 0.931 | 8.250 | 4.480 | 0.675 |
| 7 | 16 | 1.070 | 2.590 | 0.925 | 9.300 | 5.500 | 0.795 | |
| WFG8 | 5 | 14 | 1.150 | 1.710 | 0.944 | 6.830 | 3.190 | 0.778 |
| 7 | 16 | 1.220 | 1.970 | 0.908 | 8.350 | 4.470 | 0.903 | |
| WFG9 | 5 | 14 | 1.030 | 2.010 | 0.970 | 8.550 | 4.310 | 0.724 |
| 7 | 16 | 1.220 | 2.430 | 0.939 | 10.100 | 5.270 | 0.803 |
Significant values are in bold.