Research Article
Evaluating Multiobjective Evolutionary Algorithms Using MCDM Methods
| | Functions | NSGAII | PAES | SPEA2 | MOEAD | MOPSO | SMPSO |
| | ZDT1 | 4 | 6 | 2 | 5 | 3 | 1 | | ZDT2 | 4 | 6 | 2 | 3 | 5 | 1 | | ZDT3 | 2 | 6 | 1 | 3 | 4 | 5 | | ZDT6 | 4 | 6 | 5 | 1 | 2 | 3 | | WFG1 | 1 | 4 | 2 | 3 | 6 | 5 | | WFG2 | 2 | 6 | 1 | 3 | 4 | 5 | | WFG3 | 3 | 6 | 2 | 5 | 1 | 4 | | WFG4 | 2 | 4 | 1 | 3 | 6 | 5 | | WFG5 | 5 | 6 | 4 | 2 | 3 | 1 | | WFG6 | 3 | 6 | 5 | 4 | 2 | 1 | | WFG7 | 4 | 6 | 1 | 3 | 5 | 2 | | WFG8 | 2 | 6 | 1 | 4 | 5 | 3 | | WFG9 | 3 | 6 | 2 | 5 | 4 | 1 |
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