DocumentCode
509028
Title
Research on BP Neural Network for Nonlinear Economic Modeling and its Realization Based on Matlab
Author
Li, Yang ; Malin, Song
Author_Institution
Sch. of Manage., Univ. of Sci. & Technol. of China, Hefei, China
Volume
1
fYear
2009
fDate
21-22 Nov. 2009
Firstpage
505
Lastpage
508
Abstract
Through analyzing non-linear, time-varying characteristics of the economic system and summing up the basic idea of nonlinear economic model, BP neural network is used to do non-linear economic modeling methodology and specific implementation steps, by which new ideas is put forward for the existence of model, and implementation of the circumstances in Matlab is given.
Keywords
backpropagation; economic forecasting; neural nets; nonlinear systems; time-varying systems; BP neural network; Matlab implementation; backpropagation; economic system; nonlinear economic model; nonlinear system; time-varying system; Economic forecasting; Economic indicators; Gaussian distribution; Intelligent networks; Mathematical model; Mathematics; Neural networks; Power generation economics; Power system modeling; Time varying systems; BP neural network; Matlab; molding; nonlinear;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location
Nanchang
Print_ISBN
978-0-7695-3859-4
Type
conf
DOI
10.1109/IITA.2009.352
Filename
5369050
Link To Document