Table 2
Parameters of the CHPSO-ANFIS training functions using the CHPSO method.
| Parameter | Value |
|---|---|
| (Initial FIS) minimum value of influence radius | 0.7 |
| (Initial FIS) maximum value of influence radius | 1 |
| (Initial FIS) maximum number of GA iterations | 20 |
| (Initial FIS) number of GA initial population | 30 |
| (Hybrid) Training epoch number | 10 |
| (Hybrid) training error goal | 0 |
| (Hybrid) initial step size | 0.01 |
| (Hybrid) step size decrease rate | 0.9 |
| (Hybrid) step size increase rate | 1.1 |
| (Hybrid) number of each steps for the hybrid training | 3 |
| (PSO) Training epoch number | 200 |
| (PSO) number of initial population | 100 |
| (PSO) number of each steps for the PSO optimization training | 1 |
| (Conjugate) number of Stages | 50 |