测试函数 |
| MPSO | dMOPSO | SMPSO | MMOPSO | MOEA/D | NSGAII |
DTLZ1 | Mean | 1.44e−04 | 5.79e00 | 2.08e00 | 1.66e−03 | 1.37e−04 | 1.85e−02 |
Std. | 2.35e−05 | 7.67e−01 | 2.57e−01 | 2.78e−03 | 3.78e−06 | 2.67e−03 | |
DTLZ2 | Mean | 6.23e−04 | 1.98e−02 | 1.06−03 | 7.22e−04 | 1.63e−04 | 4.88e−02 |
Std. | 4.56e−06 | 2.45e−04 | 5.42e−04 | 4.24e−05 | 5.76e−05 | 1.35e−04 | |
DTLZ3 | Mean | 1.43e−03 | 3.03e+01 | 3.75e00 | 5.86e−04 | 1.78e−04 | 4.92e−02 |
Std. | 2.98e−05 | 4.16e−01 | 6.29e−01 | 2.38e−06 | 4.55e−05 | 3.27e−03 | |
DTLZ4 | Mean | 4.41e−04 | 7.61e−03 | 3.02e−04 | 7.33e−04 | 9.45e−01 | 4.83e−02 |
Std. | 3.56e−04 | 4.65e−03 | 7.24e−04 | 1.78e−03 | 3.02e−01 | 3.32e−05 | |
DTLZ5 | Mean | 3.15e−05 | 2.58e−03 | 5.18e−05 | 6.54e−05 | 2.16e−02 | 2.85e−03 |
Std. | 7.98e−06 | 1.98e−01 | 3.87e−05 | 3.75e−06 | 3.45e−04 | 1.27e−03 | |
DTLZ6 | Mean | 2.35e−06 | 4.25e−03 | 3.17e−06 | 3.58e−06 | 2.26e−02 | 2.97e−03 |
Std. | 3.24e−06 | 3.78e−04 | 2.54e−06 | 3.28e−06 | 3.05e−04 | 1.05e−05 | |
DTLZ7 | Mean | 4.23e−04 | 1.33e−03 | 1.76e−03 | 1.28e−03 | 1.03e−01 | 5.63e−02 |
Std. | 1.98e−06 | 2.45e−04 | 9.24e−04 | 2.56e−02 | 3.91e−04 | 1.27e−02 |