Table 3 Effect of swarm size change on QPSO-RBFNN performance
From: A high accuracy modeling scheme for dynamic systems: spacecraft reaction wheel model
Swarm size | Iterations | Mean best fitness value | STD | Success rate, % |
|---|---|---|---|---|
20 | 3000 | 4.1130E−06 | 4.8996E−06 | 50% |
30 | 3000 | 3.6148E−06 | 4.1460E−06 | 30% |
40 | 3000 | 3.4110E−06 | 4.5874E−06 | 25 % |
50 | 3000 | 3.0094E−06 | 4.6556E−06 | 30% |