• DocumentCode
    2849080
  • Title

    The Prediction Research on the Transport & Storage of Guangdong in China with the GMDH Algorithm Method

  • Author

    Liao, Zhi-Gao ; Xiang, Gui-yun ; Lu, Cheng-yu

  • Author_Institution
    Manage. Dept., Guangxi Univ. of Technol., Liuzhou, China
  • Volume
    2
  • fYear
    2010
  • fDate
    13-14 Oct. 2010
  • Firstpage
    698
  • Lastpage
    700
  • Abstract
    This paper uses GMDH method to establish a prediction model to forecast the output value of transport & storage of Guangdong in China, since the original samples of the output value of transport & storage 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
    data handling; neural nets; prediction theory; regression analysis; storage; transportation; China; GMDH algorithm method; Guangdong storage; Guangdong transport; artificial neural network; car ownership; group method of data handling; linear regression; prediction model; Artificial neural networks; Biological system modeling; Data models; History; Industries; Predictive models; Presses; GMDH; data mining; transport & storage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4244-8333-4
  • Type

    conf

  • DOI
    10.1109/ISDEA.2010.214
  • Filename
    5743506