• DocumentCode
    229274
  • Title

    Time series forecasting models on the base of modified clonal selection algorithm

  • Author

    Demidova, Liliya A.

  • Author_Institution
    Ryazan State Radio Eng. Univ., Ryazan, Russia
  • fYear
    2014
  • fDate
    June 30 2014-July 4 2014
  • Firstpage
    33
  • Lastpage
    34
  • Abstract
    Forecasting models on the base of modified clonal selection algorithm, providing the forecast accuracy increase by means of analytical dependences´ formation using antibodies, describing known values of time series are offered. Procedure antibodies´ correct coding on the base of binary trees is developed. Models´ program realization is executed in MATLAB.
  • Keywords
    encoding; forecasting theory; time series; trees (mathematics); MATLAB; analytical dependences´ formation; antibody correct coding; binary trees; forecast accuracy; model program realization; modified clonal selection algorithm; time series forecasting model; Analytical models; Binary trees; Forecasting; Predictive models; Sociology; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Technologies in Physical and Engineering Applications (ICCTPEA), 2014 International Conference on
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    978-1-4799-5315-8
  • Type

    conf

  • DOI
    10.1109/ICCTPEA.2014.6893261
  • Filename
    6893261
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=229274