Table 1 Detail information of optimized ANFIS models.
ANFIS–PSO | ANFIS–GA | ||
|---|---|---|---|
No. of inputs | 258 | No. of inputs | 258 |
No. of output | 1 | No. of output | 1 |
Membership function | Gaussian | Membership function | Gaussian |
No. of cluster | 5 | No. of cluster | 5 |
No. of tuneing variables | 140 | No. of tuneing variables | 140 |
Population size | 45 | Population size | 45 |
Iteration | 1500 | Iteration | 1500 |
C1 | 1 | Â | Â |
C2 | 2 | Â | Â |