函数 | HV指标 | dMOPSO | SMPSO | MOPSO | GGRAW |
ZDT1 | Mean (Std) | 6.8507e−1 (1.02e−2) − | 6.5054e−1 (7.88e−2) − | 0.0000e+0 (0.00e+0) − | 7.1717e−1 (7.56e−4) |
ZDT2 | Mean (Std) | 3.7806e−1 (8.02e−2) − | 4.1649e−1 (6.99e−2) = | 0.0000e+0 (0.00e+0) − | 4.4254e−1 (9.29e−4) |
ZDT3 | Mean (Std) | 6.0498e−1 (9.71e−3) + | 5.5176e−1 (6.34e−2) − | 2.8529e−4 (1.11e−3) − | 5.9886e−1 (8.00e−4) |
DTLZ2 | Mean (Std) | 3.6739e−1 (1.58e−2) − | 4.4960e−1 (1.57e−2) − | 3.9751e−1 (3.52e−2) − | 5.4104e−1 (3.10e−3) |
WFG4 | Mean (Std) | 4.2306e−1 (9.51e−3) − | 4.4529e−1 (1.03e−2) − | 3.5712e−1 (3.28e−2) − | 4.8397e−1 (4.06e−3) |
+/−/= | 1/4/0 | 0/4/1 | 0/5/0 |