• DocumentCode
    2301397
  • Title

    FRI model based pre-evaluation in IEC

  • Author

    Krizsán, Z. ; Kovács, Sz

  • Author_Institution
    Dept. of Inf. Technol., Univ. of Miskolc, Miskolc, Hungary
  • fYear
    2009
  • fDate
    28-29 May 2009
  • Firstpage
    35
  • Lastpage
    40
  • Abstract
    There are a lot of application areas of evolutionary computation approaches, where the evaluation of the fitness of an object is practically machinery uncomputable. This case helps interactive evolutionary computation (IEC) methods. In this paper a novel pre-evaluation IEC functionality is suggested, where the human evaluator is assisted by a pre-evaluated fitness value approximated by an adaptive incremental Fuzzy Rule Interpolation (FRI) model.
  • Keywords
    evolutionary computation; fuzzy systems; interpolation; FRI model; IEC; evolutionary computation; fuzzy rule interpolation; interactive evolutionary computation; Biology computing; Computational intelligence; Evolutionary computation; Fuzzy reasoning; Fuzzy systems; Humans; IEC; Informatics; Interpolation; Machinery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Computational Intelligence and Informatics, 2009. SACI '09. 5th International Symposium on
  • Conference_Location
    Timisoara
  • Print_ISBN
    978-1-4244-4477-9
  • Electronic_ISBN
    978-1-4244-4478-6
  • Type

    conf

  • DOI
    10.1109/SACI.2009.5136267
  • Filename
    5136267
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2301397