• DocumentCode
    1590870
  • Title

    A solution for generalized eigen fuzzy sets equations by genetic algorithms and its application to image analysis

  • Author

    Nobuhara, Hajime ; Iyoda, Eduardo Masato ; Bede, Bamabas ; Hirota, Kaoru

  • Author_Institution
    Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Japan
  • Volume
    1
  • fYear
    2004
  • Firstpage
    208
  • Abstract
    For image analysis based on ordered structure, generalized eigen fuzzy equations are proposed by a convex combination of max-min and min-max composite eigen fuzzy sets equations. In order to find solutions of the generalized eigen fuzzy sets equation, a solving method based on genetic algorithm is proposed. Through experiments using test images extracted from ´View Sphere Database´, flexibility of the proposed solution for the generalized eigen fuzzy equations is confirmed.
  • Keywords
    eigenvalues and eigenfunctions; fuzzy set theory; genetic algorithms; image processing; View Sphere Database; eigen fuzzy equations; eigen fuzzy sets; fuzzy relation; genetic algorithms; image analysis; Convergence; Equations; Fuzzy neural networks; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Genetic algorithms; Image analysis; Image databases; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
  • Print_ISBN
    0-7803-8278-1
  • Type

    conf

  • DOI
    10.1109/IS.2004.1344668
  • Filename
    1344668
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1590870