Table 6.
IGD values obtained from various algorithms applied to functions F6 to F10.
| Algorithm/function | Statistical metrics | F6 | F7 | F8 | F9 | F10 |
|---|---|---|---|---|---|---|
| MOALO | Avg | 0.018406 | 0.016436 | 0.004112 | 0.015735 | 0.006654 |
| Std | 0.000061 | 0.000284 | 0.000149 | 0.000151 | 0.000228 | |
| MOPSO | Avg | 0.006895 | 0.027835 | 0.008041 | 0.019925 | 0.019153 |
| Std | 0.000393 | 0.001765 | 0.001142 | 0.001019 | 0.001982 | |
| MODA | Avg | 0.003284 | 0.016682 | 0.011289 | 0.018771 | 0.015911 |
| Std | 0.000243 | 0.000097 | 0.000212 | 0.000200 | 0.000093 | |
| MOSMA | Avg | 0.019482 | 0.015743 | 0.005229 | 0.012130 | 0.013370 |
| Std | 0.000175 | 0.000034 | 0.000177 | 0.000262 | 0.000168 | |
| MOGOA | Avg | 0.013072 | 0.009402 | 0.008655 | 0.003558 | 0.016498 |
| Std | 0.000206 | 0.000067 | 0.000092 | 0.000190 | 0.000068 | |
| eMOGOA | Avg | 0.007863 | 0.008127 | 0.003967 | 0.008351 | 0.019244 |
| Std | 0.000061 | 0.000166 | 0.000223 | 0.000042 | 0.000025 |
Significant values are in bold.