对比算法 测试函数 | KTA2_addModel4 | ABSAEA | CSEA | KRVEA | MOEADEGO |
CDTLZ2 | 1.0873e−1 (2.70e−2) | 2.5619e−1 (6.29e−2) | 2.4089e−1 (5.45e−2) | 5.8825e−1 (1.63e−1) | 3.6800e−1 (1.11e−1) |
DTLZ1 | 1.3202e+1 (6.49e+0) | 2.9548e+1 (1.06e+1) | 2.1249e+1 (7.74e+0) | 3.4763e+1 (1.03e+1) | 4.0893e+1 (8.70e+0) |
IDTLZ1 | 1.8327e+1 (9.16e+0) | 2.7088e+1 (1.12e+1) | 3.6999e+1 (1.39e+1) | 3.2202e+1 (1.27e+1) | 5.9617e+1 (1.15e+1) |
IDTLZ2 | 1.3784e−1 (2.29e−2) | 8.9130e−2 (7.31e−3) | 1.6793e−1 (2.45e−2) | 1.1573e−1 (1.88e−2) | 2.5052e−1 (2.79e−2) |
SDTLZ1 | 3.1951e+1 (1.92e+1) | 6.7352e+1 (2.63e+1) | 3.5097e+1 (1.08e+1) | 6.2300e+1 (1.56e+1) | 5.8105e+1 (1.57e+1) |
SDTLZ2 | 1.6689e−1 (1.96e−2) | 3.9016e−1 (7.03e−2) | 6.0868e−1 (6.72e−2) | 6.3025e−1 (8.52e−2) | 9.1488e−1 (7.88e−2) |
WFG1 | 1.8800e+0 (1.38e−1) | 1.8002e+0 (1.21e−1) | 1.7534e+0 (1.15e−1) | 1.8183e+0 (9.56e−2) | 2.1854e+0 (8.90e−2) |
WFG3 | 3.7324e−1 (6.69e−2) | 4.5523e−1 (6.83e−2) | 5.5233e−1 (4.02e−2) | 5.8827e−1 (4.52e−2) | 6.5171e−1 (2.74e−2) |
WFG5 | 3.1999e−1 (9.36e−2) | 4.7047e−1 (5.62e−2) | 5.9048e−1 (2.80e−2) | 4.0829e−1 (4.11e−2) | 6.0900e−1 (4.26e−2) |
WFG7 | 5.9838e−1 (3.27e−2) | 6.0103e−1 (3.09e−2) | 6.0473e−1 (2.57e−2) | 6.6574e−1 (2.16e−2) | 6.7161e−1 (2.54e−2) |
WFG9 | 6.6039e−1 (7.51e−2) | 7.1066e−1 (7.32e−2) | 7.3447e−1 (6.81e−2) | 7.6751e−1 (5.29e−2) | 7.9993e−1 (4.50e−2) |