DocumentCode :
1335639
Title :
Hesitant Fuzzy Linguistic Term Sets for Decision Making
Author :
Rodríguez, Rosa M. ; Martínez, Luis ; Herrera, Francisco
Author_Institution :
Dept. of Comput. Sci., Univ. of Jaen, Jaen, Spain
Volume :
20
Issue :
1
fYear :
2012
Firstpage :
109
Lastpage :
119
Abstract :
Dealing with uncertainty is always a challenging problem, and different tools have been proposed to deal with it. Recently, a new model that is based on hesitant fuzzy sets has been presented to manage situations in which experts hesitate between several values to assess an indicator, alternative, variable, etc. Hesitant fuzzy sets suit the modeling of quantitative settings; however, similar situations may occur in qualitative settings so that experts think of several possible linguistic values or richer expressions than a single term for an indicator, alternative, variable, etc. In this paper, the concept of a hesitant fuzzy linguistic term set is introduced to provide a linguistic and computational basis to increase the richness of linguistic elicitation based on the fuzzy linguistic approach and the use of context-free grammars by using comparative terms. Then, a multicriteria linguistic decision-making model is presented in which experts provide their assessments by eliciting linguistic expressions. This decision model manages such linguistic expressions by means of its representation using hesitant fuzzy linguistic term sets.
Keywords :
context-free grammars; decision making; fuzzy set theory; comparative term; context-free grammars; fuzzy linguistic approach; hesitant fuzzy linguistic term set; linguistic expression; multicriteria linguistic decision-making model; qualitative setting; quantitative setting; Decision making; Fuzzy sets; Grammar; Humans; Pragmatics; Semantics; Uncertainty; Context-free grammar; fuzzy linguistic approach; hesitant fuzzy sets; linguistic decision making; linguistic information;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2011.2170076
Filename :
6030926
Link To Document :
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