Research Article
Short-Term Wind Speed Forecasting Using Support Vector Regression Optimized by Cuckoo Optimization Algorithm
Table 2
Best
and
values of multi-step-ahead predictions tuned by optimized algorithm.
| | Forecasting horizons | COA | PSO | GA | | | | | | |
| | One-step-ahead | 9.986 | 0.135 | 1.351 | 1.762 | 1.911 | 0.434 | | Two-step-ahead | 7.629 | 0.087 | 0.100 | 7.824 | 0.232 | 8.194 | | Three-step-ahead | 9.873 | 0.140 | 0.100 | 10.000 | 0.243 | 2.490 | | Four-step-ahead | 8.660 | 0.084 | 0.100 | 1.518 | 0.569 | 1.081 |
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