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Issue title: Dedicated to Professor Lotfi A. Zadeh and Fifty Years of Fuzzy Logic
Article type: Research Article
Authors: Lee, Li-Weia; * | Chen, Shyi-Mingb
Affiliations: [a] Department of Computer and Communication Engineering, De Lin Institute of Technology, New Taipei City, Taiwan | [b] Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan
Correspondence: [*] Corresponding author. Li-Wei Lee, Department of Computer and Communication Engineering, De Lin Institute of Techno-logy, New Taipei City, Taiwan. Tel.: +886 2 22733567; E-mail: jk817alex@gmail.com
Note: [1] This work was supported in part by the Ministry of Science and Technology, Republic of China, under Grants MOST-103-2221-E-237-003 and MOST 103-2221-E-011-108-MY2.
Abstract: In this paper, we propose a new fuzzy decision making method and propose a new fuzzy group decision making method based on the proposed likelihood-based comparison relations of hesitant fuzzy linguistic term sets. The proposed fuzzy decision making method can overcome the drawbacks of the existing methods due to the fact that they cannot distinguish the preference order of alternatives in some situations. Moreover, the proposed fuzzy group decision making method is more flexible than the existing method due to the fact that the proposed method allows experts to evaluate a fuzzy target reflecting his/her attitude for increasing the flexibility. The proposed fuzzy decision making method and the proposed fuzzy group decision making method provide us with useful ways for decision making and group decision making in fuzzy environments, respectively.
Keywords: Fuzzy decision making, fuzzy group decision making, fuzzy sets, hesitant fuzzy linguistic term sets, likelihood-based comparison relations
DOI: 10.3233/IFS-151715
Journal: Journal of Intelligent & Fuzzy Systems, vol. 29, no. 3, pp. 1119-1137, 2015
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