Distance-Based Multi-Criteria Group Decision-Making Approaches with Multi-Hesitant Fuzzy Linguistic Information

被引:34
|
作者
Wang, Jing [1 ,2 ]
Wang, Jian-Qiang [1 ]
Zhang, Hong-Yu [1 ]
Chen, Xiao-Hong [1 ]
机构
[1] Cent S Univ, Sch Business, Changsha 410083, Hunan, Peoples R China
[2] Cent South Univ Forestry & Technol, Int Coll, Changsha 410004, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-hesitant fuzzy linguistic term sets; generalized hesitant fuzzy linguistic distance; linguistic decision-making; green supply chain management; SUPPLY CHAIN MANAGEMENT; TERM SETS; AGGREGATION OPERATORS; VIKOR METHOD; PROSPECT-THEORY; MODEL; SELECTION; REPRESENTATION; PERFORMANCE; MCDM;
D O I
10.1142/S0219622017500213
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
a In this paper, the distance-based multi-criteria group decision-making (MCGDM) approaches using multi-hesitant fuzzy linguistic term sets (MHFLTSs) are proposed. MHFLTSs can contain nonconsecutive and repetitive linguistic terms, so as to deal with repeated linguistic values in group decision-making. A multi-hesitant fuzzy linguistic term element (MHFLTE) can be produced by collecting the evaluation values of several decision-makers or given by one person who has uncertainty in evaluation. The corresponding set operations and comparison rules are defined and the generalized hesitant fuzzy linguistic distance for MHFLTEs is given based on the linguistic scale function. Then this distance is embedded into the TOPSIS, VIKOR and TODIM approaches for the purpose of solving multi-criteria decision-making (MCDM) problems in the context of multi-hesitant fuzzy linguistic information. With increasing concerns about deterioration in environment, organizations are obliged to carry out more environmental sustainable activities than before, such as progressive practices in green supply chain management (GSCM). Therefore, with respect to the application of MHFLTSs in GSCM, two illustrations for evaluating the related alternatives are finally provided, together with the sensitivity and comparison analysis, to show the validity and effectiveness of our proposal.
引用
收藏
页码:1069 / 1099
页数:31
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