Table 11.
Results of Spacing for considered MO algorithms on ZDT benchmark problems.
| Problem | MOSCA | MODA | MOWHO | MOMFO | NSGA-II | DEMO | MOCS | MOCS2Arc |
|---|---|---|---|---|---|---|---|---|
| ZDT1 | 9.2691e–3 – | 2.2377e–2 – | 1.2148e–2 – | 1.4204e–2 – | 6.6930e–3 = | 1.0526e–2 – | 6.56e–3 = | 6.5276e–3 = |
| ZDT2 | 1.0926e–2 – | 4.2711e–2 – | 7.5687e–3 = | 4.1443e–2 – | 7.4623e–3 = | 7.3628e–3 + | 7.8663e–3 = | 8.00E–03 |
| ZDT3 | 9.8315e–3 – | 3.3057e–2 – | 1.2362e–2 – | 1.3088e–2 – | 7.3247e–3 = | 1.2763e–2 – | 7.83e–3 = | 7.1468e–3 = |
| ZDT4 | 5.0164e–2 – | 1.2022e–1 – | 1.2359e–2 + | 2.4954e–2 = | 2.1218e–2 = | 3.4301e–1 – | 7.1399e–2 – | 2.36E–02 |
| ZDT5 | 4.2099e–1 – | 3.0953e + 0 – | 9.1593e–2 = | 9.8079e–1 – | 2.6327e–1 – | 7.3530e–1 – | 3.0278e + 0 – | 1.34E–01 |
| ZDT6 | 5.3833e–2 – | 4.9797e–2 – | 6.2920e–2 – | 4.4420e–2 – | 1.9179e–2 = | 3.2483e–2 = | 2.4918e–2 – | 1.91E–02 |
| + /–/ = | 0/6/0 | 0/6/0 | 1/3/2 | 0/5/1 | 0/1/5 | 1/4/1 | 0/3/3 |