4.8 Article

Hesitant Fuzzy Linguistic Term Sets for Decision Making

期刊

IEEE TRANSACTIONS ON FUZZY SYSTEMS
卷 20, 期 1, 页码 109-119

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2011.2170076

关键词

Context-free grammar; fuzzy linguistic approach; hesitant fuzzy sets; linguistic decision making; linguistic information

资金

  1. European fund for regional development
  2. [TIN-2009-08286]
  3. [P08-TIC-3548]

向作者/读者索取更多资源

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-makingmodel 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.

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