Research Article
Improving Vector Evaluated Particle Swarm Optimisation Using Multiple Nondominated Leaders
Table 3
Algorithm performance tested on ZDT2 problem.
| Measure | VEPSO | VEPSOnds | VEPSOml1 | VEPSOml2 |
| NS | Ave. | 8.070000 | 38.120000 | 91.090000 | 99.620000 | SD | 6.356822 | 25.747131 | 28.474726 | 3.800000 | Min. | 1.000000 | 1.000000 | 1.000000 | 62.000000 | Max. | 24.000000 | 100.000000 | 100.000000 | 100.000000 |
| GD | Ave. | 0.766956 | 0.039653 | 0.005109 | 0.000152 | SD | 0.324444 | 0.063791 | 0.010867 | 0.001009 | Min. | 0.240509 | 0.000000 | 0.000000 | 0.000043 | Max. | 1.679803 | 0.310345 | 0.028380 | 0.010144 |
| SP | Ave. | 0.944524 | 0.947356 | 0.267797 | 0.098572 | SD | 0.065266 | 0.111963 | 0.315008 | 0.065826 | Min. | 0.797757 | 0.695715 | 0.059578 | 0.064648 | Max. | 1.080351 | 1.278655 | 1.000004 | 0.721104 |
| HV | Ave. | — | 0.137784 | 0.250495 | 0.328291 | SD | — | 0.117596 | 0.127625 | 0.004182 | Min. | — | — | 0.000000 | 0.286901 | Max. | — | 0.311075 | 0.328807 | 0.328816 |
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