Table 13.
The ASDMOPSO algorithm was ranked against eight algorithms on 15 test problems using IGD metrics in a Friedman test.
| IGD | ZDT1-4,6 | UF1-10 | DTLZ1-7 | Overall | ||||
|---|---|---|---|---|---|---|---|---|
| Algorithm | Friedman test | Rank | Friedman test | Rank | Friedman test | Rank | Friedman test | Rank |
| CMOPSO | 3.4 | 2 | 4.7 | 5 | 5.29 | 5 | 4.59 | 5 |
| NMPSO | 4.4 | 4 | 3.9 | 3 | 4.64 | 4 | 4.25 | 2 |
| MOPSOCD | 4 | 3 | 8.9 | 9 | 7.71 | 8 | 7.41 | 7 |
| MOPSO | 10 | 11 | 7.4 | 6 | 7.71 | 8 | 8.09 | 10 |
| MPSOD | 7.4 | 8 | 7.8 | 7 | 7.71 | 8 | 7.68 | 8 |
| DGEA | 8 | 9 | 10 | 10 | 9.43 | 9 | 9.36 | 11 |
| MOEADD | 5.4 | 5 | 3.8 | 2 | 4.14 | 3 | 4.27 | 3 |
| SPEAR | 6.6 | 7 | 4.2 | 4 | 4 | 2 | 4.68 | 6 |
| NSGAIII | 5.8 | 6 | 4.7 | 5 | 2.64 | 1 | 4.30 | 4 |
| IDBEA | 9.6 | 10 | 8.1 | 8 | 6.14 | 6 | 7.82 | 9 |
| ASDMOPSO | 1.4 | 1 | 2.5 | 1 | 6.57 | 7 | 3.55 | 1 |