• DocumentCode
    3594144
  • Title

    A Quantum Cognitive Map Model

  • Author

    Huang, Ying ; Ni, Lin ; Miao, Yuan

  • Author_Institution
    Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, China
  • Volume
    5
  • fYear
    2009
  • Firstpage
    28
  • Lastpage
    31
  • Abstract
    Fuzzy Cognitive Maps (FCM) is an important graphic mean of representing causal relationship between concepts and analyzing inference patterns. In existing FCM, the value of the node which reflects the degree of activation of the concept fails to represent the multi-state nature of the concept. In order to eliminate the drawbacks from the existing FCM model, we for first time propose A Quantum Cognitive Map (QCM) model which integrates FCM with quantum computing. The proposed QCM model not only represents the multi-state nature of the quantum concept, but also illustrates the relationship between the concept and the influence weight. Since it preserves more information than FCM, QCM can better approximate the human cognitive process, and thus more effectively describe the real world.
  • Keywords
    cognitive systems; fuzzy logic; quantum computing; fuzzy cognitive maps; human cognitive process; inference patterns analyzing; quantum cognitive map model; Computer science; Electronic mail; Fuzzy cognitive maps; Graphics; Humans; Information analysis; Information science; Pattern analysis; Quantum computing; Quantum mechanics; Fuzzy Cognitive Maps; Quantum Cognitive Map; Quantum Computing; Quantum Concept;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2009. ICNC '09. Fifth International Conference on
  • Print_ISBN
    978-0-7695-3736-8
  • Type

    conf

  • DOI
    10.1109/ICNC.2009.642
  • Filename
    5365046