Title :
Evaluation of agreement in a group of experts via distances between intuitionistic fuzzy preferences
Author :
Szmidt, Eulalia ; Kacprzyk, Janusz
Author_Institution :
Syst. Res. Inst., Polish Acad. of Sci., Warsaw, Poland
Abstract :
We propose a method to evaluate a degree (extent) of agreement in a group of experts (individuals) when individual testimonies are intuitionistic fuzzy preference relations, as opposed to traditional fuzzy preference relations commonly employed. Intuitionistic fuzzy preference relations, that in addition to a membership degree (from [0, 1]) include a hesitation margin concerning the membership degree (also from [0, 1]), can better reflect the very imprecision of testimonies (expressing preferences) of individuals during the consensus reaching process. Our solution is based on the calculation of distances between intuitionistic fuzzy preferences. A degree of group agreement is given as a number from [0, 1], where 0 means consensus (in a traditional sense), 1 means full disagreement (dissensus).
Keywords :
fuzzy logic; group decision support systems; consensus; disagreement; dissensus; group agreement; hesitation margin; intuitionistic fuzzy preference relations; membership degree; Decision making; Fuzzy sets; Testing;
Conference_Titel :
Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium
Print_ISBN :
0-7803-7134-8
DOI :
10.1109/IS.2002.1044249