Research Article
Improving Vector Evaluated Particle Swarm Optimisation by Incorporating Nondominated Solutions
Table 5
Algorithm performance tested on ZDT6 problem.
| Measure | VEPSO | VEPSOnds1 | VEPSOnds2 |
| NS | | | | Ave. | 76.590000 | 78.040000 | 81.030000 | SD | 32.884891 | 26.684055 | 25.075021 | Min. | 11.000000 | 22.000000 | 24.000000 | Max. | 100.000000 | 100.000000 | 100.000000 | GD | | | | Ave. | 0.338537 | 0.260666 | 0.266259 | SD | 0.370336 | 0.158592 | 0.168404 | Min. | 0.001746 | 0.044137 | 0.035520 | Max. | 1.552521 | 0.709692 | 0.735990 | SP | | | | Ave. | 1.201796 | 1.276529 | 1.286909 | SD | 0.146782 | 0.083293 | 0.075052 | Min. | 0.492064 | 0.987981 | 1.067748 | Max. | 1.435395 | 1.437289 | 1.410091 | HV | | | | Ave. | 0.304584 | 0.303381 | 0.281256 | SD | 0.134813 | 0.102216 | 0.119017 | Min. | — | 0.038143 | 0.026496 | Max. | 0.400964 | 0.400780 | 0.401005 |
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