Research Article
Improving Vector Evaluated Particle Swarm Optimisation by Incorporating Nondominated Solutions
Table 1
Algorithm performance tested on ZDT1 problem.
| Measure | VEPSO | VEPSOnds1 | VEPSOnds2 |
| NS | | | | Ave. | 30.220000 | 100.000000 | 99.790000 | SD | 5.697031 | 0.000000 | 1.458483 | Min. | 16.000000 | 100.000000 | 86.000000 | Max. | 44.000000 | 100.000000 | 100.000000 | GD | | | | Ave. | 0.295865 | 0.022637 | 0.002194 | SD | 0.051645 | 0.014201 | 0.003505 | Min. | 0.139491 | 0.000283 | 0.000169 | Max. | 0.432478 | 0.073477 | 0.019113 | SP | | | | Ave. | 0.834481 | 0.729350 | 0.571807 | SD | 0.039111 | 0.160298 | 0.248304 | Min. | 0.705367 | 0.322322 | 0.168144 | Max. | 0.917087 | 1.219625 | 1.127141 | HV | | | | Ave. | 0.001886 | 0.428153 | 0.631216 | SD | 0.010058 | 0.113432 | 0.046091 | Min. | — | 0.185313 | 0.438793 | Max. | 0.087426 | 0.659603 | 0.661363 |
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