• DocumentCode
    3430671
  • Title

    The prediction research on the civilian vehicle population of Guangxi province in China with the GMDH Algorithm method

  • Author

    Liao, Zhi-Gao ; Lu, Zhi-ping ; Liu, Wen-Fang

  • Author_Institution
    Manage. Dept., Guangxi Univ. of Technol., Liuzhou, China
  • Volume
    5
  • fYear
    2010
  • fDate
    25-27 June 2010
  • Abstract
    This paper uses GMDH method to establish a prediction model to forecast the number of civil vehicles owned in Guangxi, since the original samples of the civil vehicle population of Guangxi are less enough to be used with the traditional methods. Compared with traditional linear regression and artificial neural network, the predicted results show that GMDH method is an effective way to predict car ownership with a small sample of history data in the complex economic system.
  • Keywords
    forecasting theory; identification; probability; road vehicles; China; GMDH algorithm method; Guangxi Province; civilian vehicle population; complex economic system; data packet; group method of data handling; prediction model; Conference management; Data handling; Data mining; Electronic mail; Modeling; Paper technology; Polynomials; Predictive models; Technology management; Vehicles; GMDH; civilian vehicle population; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Design and Applications (ICCDA), 2010 International Conference on
  • Conference_Location
    Qinhuangdao
  • Print_ISBN
    978-1-4244-7164-5
  • Electronic_ISBN
    978-1-4244-7164-5
  • Type

    conf

  • DOI
    10.1109/ICCDA.2010.5541436
  • Filename
    5541436