Application Research of Combined Forecasting Based on Induced Ordered Weighted Averaging Operator

WANG Han, Jun WANG, XinHui ZHANG

Abstract


Aiming at the shortcomings of traditional weighted arithmetic combination forecasting model, using the induced ordered weighted averaging operator, according to the fitting accuracy of each single forecasting method at each time point of the sample interval to endue weighted, and with the error sum of squares as criterion, we establish a new combination forecasting model, which effectively improves the precision of combination forecasting. And the resident consumption levels were predicted using the model analysis.


Keywords


The consumption level of residents; Combination forecasting; Operator

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References


Chen, H., & Liu, C. (2003). A kind of combination forecasting method based on Induced Ordered Weighted Averaging (IOWA) operator. Forecasting, 22(6), 61-65.

Li, X., Yue, D., & Gu, L. (2005). Time series analysis of China’s transportation freight volume. Systems Engineering-theory & Practice, 25(1), 49-55.

Qi, Y. (2008). Prediction of air transport volume based on grey system theory. China Civil Aviation, 86(2), 66-67.

Xia, L., Li, J., & Wang, H. (2011). Research and application on the method of deformation prediction based on IOWA Operato. Geomatics & Spatial Information Technology, 34(1), 208-212.

Xu, X., & Xia, C. (2012). Consumption level of Chinese residents and empirical analysis of the relationship between economic growth. Prices Monthly, 19(4), 54-57.

Zhan, W., & Qi, X. (2009). Regional consumption levels and empirical analysis of the relationship between economic growth. Statistics and Decision, (11), 97-98.




DOI: http://dx.doi.org/10.3968/5482

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