A runoff prediction method based on hyperparameter optimisation of a kernel extreme learning machine with multi-step decomposition

To improve the accuracy of runoff forecasting, a combined forecasting model is established by using the kernel extreme learning machine (KELM) algorithm optimised by the butterfly optimisation algorithm (BOA), combined with the variational modal decomposition method (VMD) and the complementary ensem...

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Detalles Bibliográficos
Autores principales: Zhang, Xianqi, Liu, Fang, Yin, Qiuwen, Qi, Yu, Sun, Shifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630425/
https://www.ncbi.nlm.nih.gov/pubmed/37935789
http://dx.doi.org/10.1038/s41598-023-46682-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630425/
https://www.ncbi.nlm.nih.gov/pubmed/37935789
http://dx.doi.org/10.1038/s41598-023-46682-z

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