• DocumentCode
    3456560
  • Title

    A kind of interval combination forecasting method based on induced ordered weighted geometric averaging operators

  • Author

    Jiang, LiHui ; Chen, Huayou

  • Author_Institution
    Dept. of Math. & Phys., HeFei Univ., Hefei, China
  • fYear
    2010
  • fDate
    21-23 June 2010
  • Firstpage
    77
  • Lastpage
    81
  • Abstract
    With respect to the combination forecasting problem with forecast value and actual value which are interval numbers, this paper introduces IOWGA operators and a new combination forecasting model is proposed to minimize the sum of convex combination with square logarithmic errors of inerval center position and square logarithmic errors of inerval length. The IOWGA weights are calculated by a mathematical programming model. Finally a example is illustrated to show this model improves the combination forecasting accuracy efficiently.
  • Keywords
    convex programming; forecasting theory; geometry; mathematical programming; moving average processes; IOWGA operators; convex combination; induced ordered weighted geometric averaging operators; inerval center position; interval combination forecasting method; mathematical programming model; square logarithmic errors; Accuracy; Linear programming; Mathematical model; Mathematical programming; Mathematics; Physics; Predictive models; Solid modeling; Sun; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Green Circuits and Systems (ICGCS), 2010 International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-6876-8
  • Electronic_ISBN
    978-1-4244-6877-5
  • Type

    conf

  • DOI
    10.1109/ICGCS.2010.5543091
  • Filename
    5543091