Table 13.
The rank and P-value matrix based on HV using ZDT and DTLZ functions.
| Problem | MOGBO | PRE-DEMO | MOEDO | PI-MOEA | CLGRMOEA | MOCPO | P-VALUE |
|---|---|---|---|---|---|---|---|
| ZDT1 | 2.2 | 2.8 | 1.3 | 3.8 | 5.3 | 5.6 | 5.44E-08 |
| ZDT2 | 2.9 | 1 | 3.3 | 4.9 | 4.5 | 4.4 | 1.64E-05 |
| ZDT3 | 2.3 | 3.3 | 1.3 | 4 | 4.5 | 4.6 | 2.79E-06 |
| ZDT4 | 2.6 | 2.3 | 2.4 | 4.8 | 4.1 | 4.8 | 9.76E-04 |
| ZDT6 | 1.9 | 3.6 | 1.4 | 4.4 | 4.5 | 5.2 | 3.18E-06 |
| DTLZ1 | 3.2 | 3.1 | 3.45 | 2.15 | 4.4 | 4.7 | 2.98E-02 |
| DTLZ2 | 2 | 5.1 | 3.6 | 1 | 4.3 | 5 | 1.57E-07 |
| DTLZ3 | 3.5 | 3.5 | 3.5 | 3.5 | 3.5 | 3.5 | 1.00E + 00 |
| DTLZ4 | 2.7 | 3.1 | 3.6 | 2.5 | 4.4 | 4.7 | 4.07E-02 |
| DTLZ5 | 2.2 | 4.8 | 1.4 | 4.4 | 3.3 | 4.9 | 1.30E-05 |
| DTLZ6 | 2.1 | 4.6 | 1.1 | 4 | 3.2 | 6 | 1.97E-08 |
| DTLZ7 | 2.5 | 3.8 | 3 | 2.2 | 5.4 | 4.1 | 1.25E-03 |
| DTLZ8 | 1.9 | 3.6 | 3.3 | 5.7 | 2.5 | 4 | 1.48E-04 |
| DTLZ9 | 4.3 | 2.1 | 2.9 | 4.2 | 4.3 | 3.2 | 3.56E-02 |