A Radial Basis Function Neural Network-Based Coevolutionary Algorithm for Short-Term to Long-Term Time Series Forecasting

2015 ◽  
pp. 121-136
Author(s):  
E. Parras-Gutierrez ◽  
V. M. Rivas ◽  
J. J. Merelo
Keyword(s):  
Neural Network ◽  
Time Series ◽  
Radial Basis Function ◽  
Basis Function ◽  
Time Series Forecasting ◽  
Short Term ◽  
Coevolutionary Algorithm ◽  
Radial Basis

The Research Based on RBF Neural Network in the Power of Prediction of Grain Depot

2012 ◽  
Vol 182-183 ◽  
pp. 1358-1361
Author(s):  
Le Xiao ◽  
Min Peng Hu
Keyword(s):  
Neural Network ◽  
Time Series ◽  
Prediction Model ◽  
Radial Basis Function ◽  
Basis Function ◽  
Rbf Neural Network ◽  
Electricity Consumption ◽  
Nonlinear Time Series ◽  
Modeling And Prediction ◽  
Radial Basis

According to the fact that the use of electricity in grain depot is nonlinear time series, the article introduces the prediction model of electricity based on Radial Basis Function Neural Network, and conducts the modeling and prediction by adopting the historical electricity consumption of a typical grain depot. As the result of simulation shows, the model obtains better forecasting results in grain depot electricity.

Long-term time-series prediction using radial basis function neural networks

2015 ◽  
Author(s):  
Alex Alexandridis ◽  
Ioannis Th. Famelis ◽  
Charalambos Tsitouras
Keyword(s):  
Neural Networks ◽  
Time Series ◽  
Radial Basis Function ◽  
Basis Function ◽  
Time Series Prediction ◽  
Radial Basis
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