• DocumentCode
    3410234
  • Title

    Grey I-PRAY forecasting method based on the difference information principle of Grey system

  • Author

    Yong-Ming, Chen

  • Author_Institution
    Coll. of Math., Chengdu Univ. of Inf. Technol., Chengdu, China
  • fYear
    2009
  • fDate
    10-12 Nov. 2009
  • Firstpage
    420
  • Lastpage
    424
  • Abstract
    For those sequence that the discrete degree is large, based on GM(1, 1) model, Prof. Deng Ju-long proposed a forecasting method called grey envelope forecasting for its interval forecasting. But the envelope forecasting has two shortcomings: one is that its forecasting value is influenced by personal subjective desire; the other is that local information is ignored. Aiming at conquering the two problems, an objective forecasting method, called Grey PRAY forecasting, was put forward by Chen Yong-ming in 2007. However, the Grey PRAY forecasting method makes part use of local information. In this paper, in order to make full use of local information, based on the difference information principle of gray system theory, the mathematical tool, scalar product of vectors, is employed to generate an objective forecasting method, called Grey I-PRAY which connotes the improvement of Grey PRAY method.
  • Keywords
    data envelopment analysis; forecasting theory; grey systems; vectors; difference information principle; grey I-PRAY forecasting method; grey envelope forecasting; grey system information principle; interval forecasting; mathematical tool; vectors scalar product; Casting; History; Intelligent systems; Performance analysis; Predictive models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4914-9
  • Electronic_ISBN
    978-1-4244-4916-3
  • Type

    conf

  • DOI
    10.1109/GSIS.2009.5408278
  • Filename
    5408278