Table 10.
Results of Spread for considered MO algorithms on ZDT benchmark problems.
| Problem | MOSCA | MODA | MOWHO | MOMFO | NSGA-II | DEMO | MOCS | MOCS2Arc |
|---|---|---|---|---|---|---|---|---|
| ZDT1 | 4.8331e–1 – | 5.8822e–1 – | 8.3819e–1 – | 3.6900e–1 = | 5.8399e–1 – | 8.0440e–1 – | 3.5480e–1 = | 3.51E–01 |
| ZDT2 | 5.9713e–1 – | 7.2154e–1 – | 9.4693e–1 = | 4.1999e–1 = | 9.4026e–1 – | 9.7249e–1 – | 4.0250e–1 = | 4.20E–01 |
| ZDT3 | 5.8311e–1 – | 6.2722e–1 – | 8.1650e–1 – | 4.0257e–1 = | 7.1104e–1 – | 7.8201e–1 – | 4.0460e–1 = | 4.32E–01 |
| ZDT4 | 9.1089e–1 = | 9.5612e–1 – | 9.9919e–1 – | 8.4418e–1 = | 9.9950e–1 – | 1.0007e + 0 – | 8.5277e–1 = | 8.67E–01 |
| ZDT5 | 1.3872e + 0 – | 9.3158e–1 + | 1.0800e + 0 = | 1.2382e + 0 = | 1.6850e + 0 – | 1.4809e + 0 – | 9.7667e–1 + | 1.14E + 00 |
| ZDT6 | 8.3680e–1 – | 8.0000e–1 – | 1.2123e + 0 – | 6.6943e–1 = | 6.6918e–1 = | 9.2950e–1 – | 7.1315e–1 = | 6.78E–01 |
| + /–/ = | 0/5/1 | 1/5/0 | 0/4/2 | 0/0/6 | 0/5/1 | 0/6/0 | 1/0/5 |