Table 2.
Initial PSO parameters setting.
| Parameter | Range |
|---|---|
| Maximum number of iterations | 50 |
| Inertial weight, w | 1 |
| Number of particles/swarm size | (1) PSO + L-MCSVM = 10 |
| (2) PSO + G-MCSVM = 20 | |
| (3) PSO + P-MCSVM = 40 | |
| (4) PSO + LGP-MCSVM = 80 | |
| Cognition learning factor, c1 | 2.0 |
| Social learning factor, c2 | 2.0 |