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
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;
Conference_Titel :
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3859-4
DOI :
10.1109/IITA.2009.352
