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
Link To Document :
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