Forecasting Network Interface Flow Using a Broad Learning System Based on the Sparrow Search Algorithm

In this paper, we propose a broad learning system based on the sparrow search algorithm. Firstly, in order to avoid the complicated manual parameter tuning process and obtain the best combination of hyperparameters, the sparrow search algorithm is used to optimize the shrinkage coefficient (<inli...

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Detalhes bibliográficos
Main Authors: Xiaoyu Li, Shaobo Li, Peng Zhou, Guanglin Chen
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-03-01
Colecção:Entropy
Assuntos:
hyperparameter optimization
network traffic
prediction
Acesso em linha:https://www.mdpi.com/1099-4300/24/4/478
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