• DocumentCode
    2676772
  • Title

    Improved prediction model of modified exponential curve

  • Author

    Lu, Yuzhen ; Li, Qing ; Guo, Yuman

  • Author_Institution
    Dept. of Math., Dalian Maritime Univ., Dalian, China
  • fYear
    2012
  • fDate
    15-17 July 2012
  • Firstpage
    513
  • Lastpage
    516
  • Abstract
    Exponential curve prediction model is one of the most common prediction models[1]. This paper is mainly introduce improved model which add one-time items based on modified exponential curve prediction model. In this article, we not only proved the characteristics of the historical data which consistent with this model in theory but also describes how to solve the unknown parameters according to the given time series. Improved model overcomes the shortcomings of modified exponential curve prediction model which is only a monotonic function model. So the improved model has more extensive application value. Then, we promoted the conclusions at last.
  • Keywords
    time series; modified exponential curve prediction model; monotonic function model; one-time items; time series; Data models; Educational institutions; Market research; Mathematical model; Polynomials; Predictive models; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Information Processing (ICICIP), 2012 Third International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4577-2144-1
  • Type

    conf

  • DOI
    10.1109/ICICIP.2012.6391473
  • Filename
    6391473