DocumentCode :
3600345
Title :
Research on Optimal Variable Weight Combining Forecasting
Author :
Han, Dongmei ; Qin, Hengle ; Shao, Xuemin
Author_Institution :
Inf. Manage. & Eng. Inst., Shanghai Univ. of Finance & Econ., Shanghai, China
fYear :
2010
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, we consider fuzzy variable weight combining forecasting which based on optimal combining forecasting and integrate those two modeling methods. Studies show that: optimal combining forecasting combines forecasting methods in a period of time and makes forecast through fixing the weight of forecasting methods that in the combination. But it does not consider that the weight will vary in different time. Considering fuzzy variable weight combining forecasting, we can make optimization in the process of varying weight, so that we can combine the preciseness of optimization and circumstance adaptability of variable weight and then yield the optimal variable weight combining forecasting model. Empirical analysis of China´s GDP forecasting shows that the improved method has very good accuracy.
Keywords :
economic forecasting; optimisation; China; GDP forecasting; modeling method; optimal variable weight combining forecasting; Accuracy; Biological system modeling; Data models; Diversity reception; Economic indicators; Forecasting; Predictive models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Print_ISBN :
978-1-4244-7159-1
Type :
conf
DOI :
10.1109/ICEEE.2010.5661490
Filename :
5661490
Link To Document :
بازگشت