A Novel Forecasting Approach by the GA-SVR-GRNN Hybrid Deep Learning Algorithm for Oil Future Prices

It is hard to forecasting oil future prices accurately, which is affected by some nonlinear, nonstationary, and other chaotic characteristics. Then, a novel GA-SVR-GRNN hybrid deep learning algorithm is put forward for forecasting oil future price. First, a genetic algorithm (GA) is employed for opt...

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Detalles Bibliográficos
Autores principales: Wang, Liang, Xia, Yang, Lu, Yichun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420587/
https://www.ncbi.nlm.nih.gov/pubmed/36045986
http://dx.doi.org/10.1155/2022/4952215

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420587/
https://www.ncbi.nlm.nih.gov/pubmed/36045986
http://dx.doi.org/10.1155/2022/4952215

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