Table 6.
Parameters and MAPEs of the FGBM (1,1,) model based on different optimization algorithms(Case 2)
| Algorithm | (Parameter 1) | (Parameter 2) | (Parameter 3) | (Parameter 4) | MAPE(%) | test_MAPE(%) |
|---|---|---|---|---|---|---|
| GWO | 0.0005 | 0.4788 | 0.4393 | 0.0067 | 0.5090 | 0.7130 |
| PSO | 1.0000 | 0.5173 | 3.3792 | 0.0000 | 0.5893 | 0.9856 |
| QGA | 0.0045 | 0.5024 | 2.2159 | 0.0001 | 0.5126 | 7.7080 |