• DocumentCode
    2549813
  • Title

    Research of forecasting in “Poor” information system of multi-element

  • Author

    Li Zhi-jun ; Wang Heng ; Li Zhen ; Shang Cheng ; Zheng Ye

  • Author_Institution
    Sch. of Autom., Wuhan Univ. of Technol., Wuhan, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    143
  • Lastpage
    146
  • Abstract
    The traditional gray model GM (1,1) is a kind of deviation of the exponential model, with fewer required data, forecasting of high precision and no need prior information, etc., but sometimes its forecasting is ineffective. “Poor” information systems are found everywhere. In this paper, a control approach to “poor” information systems, such as social economic systems, is proposed. Firstly, “poor” information processing and SCGM-model will be discussed. Secondly, we will develop an optimal controller of “poor” information systems. The result shows that the improved gray forecasting model SCGM-model, which is simple and practical and has higher accuracy and less error, can provide scientific theoretical basis for the relevant departments to make strategy. A demonstrating example shows the fitting and forecasting results of SCGM (1,h) are rather satisfactory.
  • Keywords
    forecasting theory; grey systems; optimal control; exponential model deviation; gray forecasting model SCGM-model; multielement information system; optimal controller; poor information systems; social economic systems; Economic indicators; Educational institutions; Forecasting; Information systems; Mathematical model; Modeling; Predictive models; “Poor” information; GM (1,1); Grey forecasting; SCGM (1,h);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6234181
  • Filename
    6234181