Research Article
An Entropy-Based Multiobjective Evolutionary Algorithm with an Enhanced Elite Mechanism
Table 1
Performance comparison of the three MOEAs on the test problems.
| Test problems | MOEAs | GD | SP | Average | Std. dev | Average | 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 | |
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 | — | — | — | — |
|
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