New grey forecasting model with its application and computer code

被引:16
|
作者
Bilgil, Halis [1 ]
机构
[1] Aksaray Univ, Dept Math, TR-68100 Aksaray, Turkey
来源
AIMS MATHEMATICS | 2021年 / 6卷 / 02期
关键词
grey systems; COVID-19; predictions; grey forecasting model; least squares method; ELECTRICITY CONSUMPTION; GM 1,1; PREDICTION; COUNTRIES;
D O I
10.3934/math.2021091
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Grey theory is an approach that can be used to construct a model with limited samples to provide better forecasting advantage for short-term problems. In some cases, a grey forecasting model may yield unacceptable forecasting errors. In this work, a new exponential grey prediction model, which is called as EXGM (1,1), is proposed. By using this model, new cases, deaths and recovered cases of COVID-19 in Turkey is forecast. Numerical results show that EXGM (1,1) is a model that performs more accurately than the comparison models.
引用
收藏
页码:1497 / 1514
页数:18
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