A New Hyper-Parameter Optimization Method for Power Load Forecast Based on Recurrent Neural Networks

The selection of the hyper-parameters plays a critical role in the task of prediction based on the recurrent neural networks (RNN). Traditionally, the hyper-parameters of the machine learning models are selected by simulations as well as human experiences. In recent years, multiple algorithms based...

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Bibliographic Details
Main Authors: Yaru Li, Yulai Zhang, Yongping Cai
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Algorithms
Subjects:
BO
PSO
RNN
Online Access:https://www.mdpi.com/1999-4893/14/6/163