Optimal Weighted Combinatorial Forecasting Model In the Airport Cargo Prediction

被引:0
|
作者
Wang Jun [1 ]
Sun Zhihong [1 ]
Xu Baoji [1 ]
机构
[1] Xuzhou Airforce Coll, Dept Fdn, Xuzhou 221000, Jiangsu, Peoples R China
关键词
Exponential curve model; Unitary linear regression model; Optimal weighted combinatorial forecasting model; GM(1,1) model;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
According to the characteristics of the airport cargo, exponential curve model, unitary linear regression model and GM(1,1) model for the S individual airport cargo forecasts are conducted with good prediction, while the average absolute error of each model is no more than 5%. According to the criterion of minimizing the three single forecasting models' forecasting error sum of squares, we establish an optimal weighted combinatorial forecasting model, and use it to forecast the airport cargo with the average absolute error of only 1.73%, which further improves the predicting accuracy of the airport cargo.
引用
收藏
页码:3117 / 3121
页数:5
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