Article ID Journal Published Year Pages File Type
10156364 Journal of Petroleum Science and Engineering 2019 27 Pages PDF
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.
Related Topics
Physical Sciences and Engineering Earth and Planetary Sciences Economic Geology
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