Research Article
Improving Vector Evaluated Particle Swarm Optimisation by Incorporating Nondominated Solutions
Table 3
Algorithm performance tested on ZDT3 problem.
| Measure | VEPSO | VEPSOnds1 | VEPSOnds2 |
| NS | | | | Ave. | 35.150000 | 99.600000 | 99.400000 | SD | 6.853997 | 3.405284 | 6.000000 | Min. | 21.000000 | 66.000000 | 40.000000 | Max. | 53.000000 | 100.000000 | 100.000000 | GD | | | | Ave. | 0.173060 | 0.009607 | 0.002040 | SD | 0.031253 | 0.008293 | 0.002268 | Min. | 0.079595 | 0.000433 | 0.000223 | Max. | 0.276801 | 0.039481 | 0.013231 | SP | | | | Ave. | 0.871146 | 1.109448 | 1.121149 | SD | 0.043319 | 0.086041 | 0.099980 | Min. | 0.701884 | 0.902861 | 0.858725 | Max. | 1.001428 | 1.322024 | 1.362217 | HV | | | | Ave. | 0.004722 | 0.373133 | 0.471686 | SD | 0.021699 | 0.083015 | 0.038568 | Min. | — | 0.112859 | 0.332399 | Max. | 0.167359 | 0.506222 | 0.514600 |
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