• DocumentCode
    1590138
  • Title

    A new method for reaching equilibrium points in fuzzy cognitive maps

  • Author

    Kottas, Thoedore L. ; Boutalis, Yiannis S. ; Devedzic, Goran ; Mertzios, Basil G.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi, Greece
  • Volume
    1
  • fYear
    2004
  • Firstpage
    53
  • Abstract
    A new proposition for computing equilibrium values in FCMs is presented. The equilibrium values affect the decisions to be taken and therefore are of great importance. The proposed method takes into account the fact that in any complex dynamic system represented by an FCM, there exist activities that indirectly (through various paths) influence one another and this influence may not be only positive or only negative. By getting the "dominant" influences between nodes the proposed method suggest getting both positive and negative "dominant" influences and calculating the equilibrium values considering both of them. Applying this approach to a socio-medical problem, we observe that we reach different equilibrium states and consequently different decisions.
  • Keywords
    cognitive systems; fuzzy logic; fuzzy neural nets; medicine; social sciences; POOL2 algorithm; equilibrium points; equilibrium states; equilibrium values; fuzzy cognitive maps; socio-medical problem; Decision making; Electric shock; Eyes; Fuzzy cognitive maps; Fuzzy systems; Knowledge engineering; Modems; Neurons; Power system modeling; Stability;
  • 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.2004.1344636
  • Filename
    1344636