Table 5.
IGD values obtained from various algorithms applied to functions F1 to F5.
| Algorithm/function | Statistical metrics | F1 | F2 | F3 | F4 | F5 |
|---|---|---|---|---|---|---|
| MOALO | Avg | 0.016815 | 0.013208 | 0.003089 | 0.008327 | 0.016591 |
| Std | 0.000077 | 0.000089 | 0.000238 | 0.000143 | 0.000108 | |
| MOPSO | Avg | 0.010317 | 0.004323 | 0.008936 | 0.018429 | 0.009545 |
| Std | 0.000629 | 0.001454 | 0.000844 | 0.000319 | 0.001876 | |
| MODA | Avg | 0.011620 | 0.016257 | 0.012253 | 0.016875 | 0.012967 |
| Std | 0.000068 | 0.000239 | 0.000265 | 0.000175 | 0.000023 | |
| MOSMA | Avg | 0.011134 | 0.002831 | 0.012134 | 0.009014 | 0.013840 |
| Std | 0.000029 | 0.000298 | 0.000182 | 0.000187 | 0.000205 | |
| MOGOA | Avg | 0.008347 | 0.007868 | 0.016727 | 0.007792 | 0.013567 |
| Std | 0.000273 | 0.000020 | 0.000274 | 0.000143 | 0.000263 | |
| eMOGOA | Avg | 0.006535 | 0.007670 | 0.002849 | 0.011008 | 0.008345 |
| Std | 0.000022 | 0.000155 | 0.000155 | 0.000016 | 0.000148 |
Significant values are in bold.