DocumentCode
3518912
Title
Economic Adjustment Analysis Based on Artificial Neural Network
Author
Jian, Chen ; Wei, You ; Xin, Tian Jin
Author_Institution
Sch. of Manage., Harbin Inst. of Technol.
fYear
2006
fDate
5-7 Oct. 2006
Firstpage
1189
Lastpage
1192
Abstract
This study is based on neural networks approach trained from the input and output data of economic system as samples. The analytical data used in this study is from Beijing statistical yearbook. After normalizing the data to meet the training requirement and using the method of neural network ensemble, the net which represents the inter-relationship between input and output items of the economic system has been built. By altering input items, observing the effects on output items, we made an analysis for economy adjusting. And the constraints according to the real contradictions between the input items are set in the simulation process. Then by changing the specific two items which constitute a couple of contradiction within a proper range, we observed the developing trends of the output items. The results show trends of output items are reasonable, and several useful conclusions have been draw
Keywords
economic forecasting; mathematics computing; neural nets; Beijing statistical yearbook; MATLAB; artificial neural network; economic adjustment analysis; economic forecasting; economic system; Artificial intelligence; Artificial neural networks; Data analysis; Economic forecasting; Environmental economics; Management training; Mathematical model; Neural networks; Power generation economics; Technology management; Artificial neural networks; Economic adjustment; Economic forecast; MATLB;
fLanguage
English
Publisher
ieee
Conference_Titel
Management Science and Engineering, 2006. ICMSE '06. 2006 International Conference on
Conference_Location
Lille
Print_ISBN
7-5603-2355-3
Type
conf
DOI
10.1109/ICMSE.2006.314212
Filename
4105075
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