Table 3.
Parameters and MAPEs of the FGBM (1,1,) model based on different optimization algorithms(Case 1)
| Algorithm | (Parameter 1) | (Parameter 2) | (Parameter 3) | (Parameter 4) | MAPE(%) | test_MAPE(%) |
|---|---|---|---|---|---|---|
| GWO | 0.0016 | 0.1922 | 1.3618 | 0.0125 | 1.2046 | 1.9173 |
| PSO | 0.0000 | 0.1796 | 1.3533 | 1.3194 | 1.2100 | 1.8242 |
| QGA | 0.6068 | 0.5624 | 0.1232 | 0.8031 | 1.1320 | 1.5805 |