研究文章
Entropy-Based多目标进化算法的一个增强精英机制
|
| 测试问题 |
MOEAs |
GD |
SP |
| 平均 |
Std. dev |
平均 |
Std. dev |
|
|
E-MOEA |
|
|
|
|
| ZDT1 |
NSGA-II |
0.000682375 |
|
0.00837093 |
|
|
SPEA2 |
0.000440864 |
|
0.00673195 |
|
|
|
E-MOEA |
|
|
|
|
| ZDT2 |
NSGA-II |
0.000512546 |
|
0.00906621 |
|
|
SPEA2 |
0.000358487 |
|
0.00426378 |
|
|
|
E-MOEA |
|
|
|
|
| ZDT3 |
NSGA-II |
0.000501522 |
|
0.00926551 |
|
|
SPEA2 |
0.000467296 |
|
0.00674565 |
|
|
|
E-MOEA |
e−05年 |
|
0.00295588 |
|
| ZDT6 |
NSGA-II |
|
|
0.00696434 |
|
|
SPEA2 |
|
|
|
|
|
|
E-MOEA |
|
|
|
|
| DTLZ1 |
NSGA-II |
0.0112144 |
|
0.0254555 |
|
|
SPEA2 |
0.00731387 |
|
0.0134803 |
|
|
|
E-MOEA |
|
|
|
|
| DTLZ2 |
NSGA-II |
0.021829197 |
|
0.0281401 |
|
|
SPEA2 |
0.0024392 |
|
0.0258512 |
|
|
|
E-MOEA |
|
|
|
|
| DTLZ3 |
NSGA-II |
- - - - - - |
- - - - - - |
- - - - - - |
- - - - - - |
|
SPEA2 |
- - - - - - |
- - - - - - |
- - - - - - |
- - - - - - |
|
|
