A new grey prediction model FGM(1,1)

被引:79
|
作者
Tien, Tzu-Li [1 ]
机构
[1] Natl Formosa Univ, Dept Vehicle Engn, Huwei 632, Yunlin County, Taiwan
关键词
Grey prediction; GM (1,1); FGM (1,1); AGO; Effectiveness; Determinant;
D O I
10.1016/j.mcm.2008.11.015
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The effectiveness of the first entry of the original series by GM(1, 1) is researched in this paper. The results show that the modelling values and forecasts are independent of the first entry of the original series. The grey prediction model presented in this paper is called first-entry GM(1, 1), abbreviatedasFGM(1, 1),whichis based on the existing GM(1, 1) but modelled with data including the first-entry's messages of the original series. A proof concerning this subject has been presented by other authors. However, the algorithm of their direct proof is too complicated. A more compact algorithm is presented in this paper to prove the first entry of the original series in effective to the modelling values and forecasts by GM(1, 1). Then, an arbitrary number can be inserted in the front of the original series to extract the messages from its first entry. Only a few data (usually fewer than ten) are used formodel building. This paper deals with the effectiveness of the first entry of the original series by GM(1, 1). (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1416 / 1426
页数:11
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