gm(2,1)与时间序列组合模型的灰色预测

IF 1 4区 工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Journal of Grey System Pub Date : 2010-12-01 DOI:10.30016/JGS.201012.0001
Qiu-Feng Huang, Yong Wei
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引用次数: 0

摘要

对于非单调振荡和饱和s形序列,提出GM(2,1)和时间序列组合模型,残差序列满足残差建模条件。通过EViews软件对GM(2,1)残差序列进行分析,建立时间序列模型,然后将时间序列模型与GM(2,1)组合。算例表明,与GM(2,1)模型相比,组合模型的模拟精度和预测精度有了更显著的提高。
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Grey Forecasts of Combination Model-GM(2,1) and Time-series
For non-monotonic oscillations and saturated S-shaped sequence, it proposed the GM(2,1) and time series combined model while the residual sequence meeting the conditions of residual modeling. Through EViews software, the residual sequence of GM(2,1) was analyzed, time series model were set, and then time-series model and the GM(2,1) combined were combined. Demonstrated by an example, it indicated that the simulation accuracy and prediction accuracy of the combined model have more significantly improvement than the GM(2,1) model does.
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来源期刊
Journal of Grey System
Journal of Grey System 数学-数学跨学科应用
CiteScore
2.40
自引率
43.80%
发文量
0
审稿时长
1.5 months
期刊介绍: The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.
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