A triangular hesitant fuzzy approach to FCM: An illustrative example


KADAİFÇİ Ç., ASAN U., SOYER A.

Uncertainty Modelling in Knowledge Engineering and Decision Making - 12th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference, FLINS 2016, Roubaix, Fransa, 24 - 26 Ağustos 2016, ss.19-24 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1142/9789813146976_0006
  • Basıldığı Şehir: Roubaix
  • Basıldığı Ülke: Fransa
  • Sayfa Sayıları: ss.19-24

Özet

© 2016 by World Scientific Publishing Co. Pte. Ltd.In this study, a new Triangular Hesitant Fuzzy approach to Fuzzy Cognitive Mapping (TH-FCM) is proposed. Although the classical Hesitant Theory provides experts to express their hesitancy, there is still a drawback caused by using the crisp numbers for membership degrees. This new approach provides a stronger tool for Fuzzy Cognitive Mapping (FCM) to deal with uncertainty in the system by enabling the experts to use triangular fuzzy numbers.