An unequal adjacent grey forecasting air pollution urban model

被引:69
|
作者
Tu, Leping [1 ]
Chen, Yan [1 ]
机构
[1] Hebei Univ Engn, Sch Management Engn & Business, Handan 056038, Peoples R China
基金
中国国家自然科学基金;
关键词
Grey forecasting model; Unequal accumulation; Air pollution concern; Baidu index; PREDICTION MODEL; PUBLIC CONCERN; GLOBAL BURDEN; QUALITY; CHINA; EMISSIONS; NATIONWIDE; ALGORITHM; ATTENTION; IMPACTS;
D O I
10.1016/j.apm.2021.06.025
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In grey theory, the principle of difference information holds that difference is information. To mine the difference information between data, the unequal accumulation is proposed in this paper. The unequal accumulation reduces the loss of difference information and improves the forecasting performance of the grey model. Based on the unequal accumulation, the unequal adjacent discrete multivariable grey model is proposed. According to the comparison with other models, the proposed model has good forecast performance and algorithm efficiency. To further prove the practical significance of the model, it is used to predict the public concern about air pollution in three cities of China. The results show that the public concern about air pollution in cities with different air pollution conditions is quite different. Environmental protection departments could pay attention to the public concern about air pollution to better control air pollution. (c) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页码:260 / 275
页数:16
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