TY - JOUR
T1 - Modeling group assessments by means of hesitant fuzzy linguistic term sets
AU - Montserrat-Adell, Jordi
AU - Agell, N.
AU - Sánchez, Mónica
AU - Prats, Francesc
AU - Ruiz, Francisco Javier
N1 - Publisher Copyright:
© 2016 Elsevier B.V.
PY - 2017/9
Y1 - 2017/9
N2 - Hesitant linguistic term sets have been introduced to capture the human way of reasoning using linguistic expressions involving different levels of precision. In this paper, a lattice structure is provided to the set of hesitant fuzzy linguistic term sets by means of the operations intersection and connected union. In addition, in a group decision making framework, hesitant fuzzy linguistic descriptions are defined to manage situations in which decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets. Based on the introduced lattice structure, two distances between hesitant fuzzy linguistic descriptions are defined. These metric structures allow distances between decision makers to be computed. A centroid of the decision making group is proposed for each distance to model group representatives in the considered group decision making framework.
AB - Hesitant linguistic term sets have been introduced to capture the human way of reasoning using linguistic expressions involving different levels of precision. In this paper, a lattice structure is provided to the set of hesitant fuzzy linguistic term sets by means of the operations intersection and connected union. In addition, in a group decision making framework, hesitant fuzzy linguistic descriptions are defined to manage situations in which decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets. Based on the introduced lattice structure, two distances between hesitant fuzzy linguistic descriptions are defined. These metric structures allow distances between decision makers to be computed. A centroid of the decision making group is proposed for each distance to model group representatives in the considered group decision making framework.
KW - Group decision making
KW - Hesitant linguistic term sets
KW - Linguistic modeling
KW - Uncertainty and fuzzy reasoning
UR - http://www.scopus.com/inward/record.url?scp=85007049716&partnerID=8YFLogxK
U2 - 10.1016/j.jal.2016.11.005
DO - 10.1016/j.jal.2016.11.005
M3 - Article
AN - SCOPUS:85007049716
SN - 1570-8683
VL - 23
SP - 40
EP - 50
JO - Journal of Applied Logic
JF - Journal of Applied Logic
ER -