Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10156364 | Journal of Petroleum Science and Engineering | 2019 | 27 Pages |
Abstract
Error analysis proves that the BA optimized method is superior over all other forecasting methods in terms of highest R2 and lowest RMSE. After the BA optimized method, construction of LSSVM, ARIMA, ANN, and GP has better prediction ability, respectively. The results indicate that the BA optimized method reduces RMSE at least by 6.61% in MOP forecast; by 18.33% in DGP forecast; and by 23.13% in AIR forecast over all other forecasting methods.
Keywords
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Authors
Meysam Naderi, Ehsan Khamehchi, Behrooz Karimi,