Title :
Fuzzy cognitive map with linguistic values
Author :
Elomda, Basem Mohamed ; Hefny, Hesham Ahmed ; Hassan, Hesham Ahmed
Author_Institution :
Central Lab. for Agric., Expert Syst., ARC, Giza, Egypt
Abstract :
This paper provides a fuzzy cognitive map (FCM) model that can handles linguistic values. A mathematical description of FCM is presented and a new methodology by using linguistic values is proposed for more appropriate and humanistic way to deal with information uncertainty. An illustrative case study ensures the validity of the proposed model for real world uncertain problems.
Keywords :
cognition; fuzzy neural nets; fuzzy set theory; linguistics; uncertainty handling; FCM model; decision making; fuzzy cognitive map model; fuzzy sets; information uncertainty; linguistic value handling; neural networks; soft computing; Decision making; Fuzzy Cognitive Map (FCM); Soft computing;
Conference_Titel :
Engineering and Technology (ICET), 2014 International Conference on
Conference_Location :
Cairo
DOI :
10.1109/ICEngTechnol.2014.7016821