The Combination Forecasting Model Based on the Gray System GM(1,1) and its Application in the Economic Fields

被引:0
|
作者
Li Ruo-qi [1 ]
Zhang Tao [2 ]
Xu Shi-lian [2 ]
机构
[1] Agr Univ Hebei, Coll Business, Baoding, Peoples R China
[2] Agr Univ Hebei, Coll Sci, Baoding, Peoples R China
关键词
The Combination Forecasting Model; GM(1,1); Prediction Interval; Tianjin; GDP;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Since GDP is one of the most important indicators for the urban or the regional economic development, forecasting the trend of GDP scientifically and accurately is of practical significance. By utilizing the combination forecasting model based on the gray system GM(1,1), an interval is used as the result of the prediction. In this paper it is modeled to the Tianjin's GDP from 1999 to 2005 and from 2003 to 2008 as the original data sequences separately, estimated the values of GDP in 2009 and 2010, then compared with their corresponding original values, and subsequently concluded that our prediction model has a satisfactory level of the accuracy to the Tianjin's GDP from 2003 to 2008 when it is used for the forecast of the short-term GDP trend. Moreover, we conduct forecasting for GDP from 2011 to 2013. Using an interval as the prediction result improved the prediction accuracy and practicality.
引用
收藏
页码:313 / +
页数:2
相关论文
共 50 条
  • [21] GM (1,1) Model Application in Power Load Forecasting Based on Moving Average Method
    Zhu, Qian
    Jia, Xiangdan
    [J]. 2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 289 - 291
  • [22] The combined forecasting method of GM(1,1) with linear regression and its application
    Li Bing-jun
    He Chun-hua
    [J]. PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 394 - 398
  • [23] A new seasonal cycle GM (1,1) model and its application in railway passenger volume forecasting
    Wang, Huan
    Wang, Yuhong
    Wu, Dongdong
    [J]. GREY SYSTEMS-THEORY AND APPLICATION, 2022, 12 (02) : 293 - 317
  • [24] Annual Load Forecasting Based on Improved GM (1,1) Model
    Niu Dongxiao
    Ma Dong
    [J]. DATA PROCESSING AND QUANTITATIVE ECONOMY MODELING, 2010, : 236 - +
  • [25] Research of combination of electricity GM (1,1) and seasonal time series forecasting model
    Wang Yuping
    Zheng Fangpeng
    He Kelei
    Li Chunxue
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 261 - 267
  • [26] A seasonal GM(1,1) model for forecasting the electricity consumption of the primary economic sectors
    Wang, Zheng-Xin
    Li, Qin
    Pei, Ling-Ling
    [J]. ENERGY, 2018, 154 : 522 - 534
  • [27] Amelioration of grey GM (1,1) forecasting model
    Zhang, Huanyong
    Dai, Wenzhan
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON INTEGRATION TECHNOLOGY, PROCEEDINGS, 2007, : 93 - +
  • [28] The ameliorating GM(1,1) model based on exponent function transformation and its application
    Dai, Wenzhan
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 12 : 350 - 359
  • [29] GM (1,1) Model Based on Optimum Parameters of Whitenization Differential Equation and Its Application on Displacement Forecasting of Foundation Pits
    Chen PengYu
    Yu HongMing
    Xie Kai
    [J]. JOURNAL OF GREY SYSTEM, 2013, 25 (01): : 54 - 62
  • [30] The modeling of metabolic GM(1,1) prediction model and its application
    Yuan, JL
    Zhong, L
    Tong, QW
    Jiang, Q
    [J]. Progress in Intelligence Computation & Applications, 2005, : 718 - 722