Table 9 Experimental results of four algorithms at the same time.
Data | IMOMA | MOPSO[13] | NSGA-II[14] | SPEA-II[15] | ||||
|---|---|---|---|---|---|---|---|---|
HV | IGD | HV | IGD | HV | IGD | HV | IGD | |
data_50_01 | 0.87 | 0.05 | 0.50 | 0.07 | 0.67 | 0.04 | 0.71 | 0.05 |
data_50_02 | 0.80 | 0.09 | 0.45 | 0.07 | 0.59 | 0.05 | 0.67 | 0.05 |
data_50_03 | 0.68 | 0.08 | 0.48 | 0.18 | 0.60 | 0.09 | 0.61 | 0.14 |
data_75_01 | 0.86 | 0.09 | 0.38 | 0.17 | 0.56 | 0.09 | 0.61 | 0.12 |
data_75_02 | 0.87 | 0.10 | 0.54 | 0.35 | 0.65 | 0.18 | 0.66 | 0.22 |
data_75_03 | 0.88 | 0.10 | 0.47 | 0.55 | 0.57 | 0.33 | 0.64 | 0.44 |
data_100_01 | 0.93 | 0.24 | 0.63 | 0.76 | 0.74 | 0.36 | 0.78 | 0.37 |
data_100_02 | 0.88 | 0.14 | 0.53 | 0.68 | 0.68 | 0.40 | 0.72 | 0.40 |
data_100_03 | 0.86 | 0.06 | 0.46 | 0.21 | 0.59 | 0.10 | 0.64 | 0.16 |
data_200_01 | 0.86 | 0.10 | 0.45 | 0.11 | 0.60 | 0.10 | 0.70 | 0.06 |