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, France, 24 - 26 August 2016, pp.19-24 identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1142/9789813146976_0006
  • City: Roubaix
  • Country: France
  • Page Numbers: pp.19-24

Abstract

© 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.