Research Article
A Decomposition-Based Unified Evolutionary Algorithm for Many-Objective Problems Using Particle Swarm Optimization
Table 4
Comparisons of HV between proposed algorithm and other MOEAs.
| Functions | MOPSO | MOPSO/D | NSGA-II | MOEA/D | Gong | DEMO | | |
| DTLZ1 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ1 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ1 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ1 | Mean | | | | | | | | | | Std. | | | | | | | | |
| DTLZ2 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ2 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ2 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ2 | Mean | | | | | | | | | | Std. | | | | | | | | |
| DTLZ3 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ3 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ3 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ3 | Mean | | | | | | | | |   | Std. | | | | | | | | |
| DTLZ4 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ4 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ4 | Mean | | | | | | | | | | Std. | | | | | | | | | DTLZ4 | Mean | | | | | | | | | | Std. | | | | | | | | |
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