A Decision Framework under a Linguistic Hesitant Fuzzy Set for Solving Multi-Criteria Group Decision Making Problems

被引:24
|
作者
Krishankumar, R. [1 ]
Ravichandran, K. S. [1 ]
Premaladha, J. [1 ]
Kar, Samarjit [2 ]
Zavadskas, Edmundas Kazimieras [3 ]
Antucheviciene, Jurgita [4 ]
机构
[1] SASTRA Univ, Sch Comp, Thanjavur 613401, India
[2] Natl Inst Technol Durgapur, Dept Math, Durgapur 713209, W Bengal, India
[3] Vilnius Gediminas Tech Univ, Dept Construct Technol & Management, Sauletekio Al 11, LT-10223 Vilnius, Lithuania
[4] Vilnius Gediminas Tech Univ, Res Inst Sustainable Construct, Lab Operat Res, Sauletekio Al 11, LT-10223 Vilnius, Lithuania
关键词
group decision making; hesitant fuzzy set; hospital evaluation; linguistic hesitant fuzzy set and Standard variance; EXTENDED VIKOR METHOD; TERM SETS; OPERATORS; CONSENSUS; SELECTION; CONSISTENCY; DISTANCE;
D O I
10.3390/su10082608
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With fast-growing interest in sustainable healthcare management, proper selection and evaluation of hospitals become highly essential. Generally, experts/decision-makers (DMs) prefer qualitative information for rating objects. Motivated by this idea, in this paper, a linguistic hesitant fuzzy set (LHFS) is adopted for elicitation of preference information. The LHFS provides qualitative preferences of DMs as well as reflects their hesitancy, inconsistency, and vagueness. Motivated by the power of LHFS, in this paper we present a new decision framework that initially presents some operational laws and properties. Further, a new aggregation operator called simple linguistic hesitant fuzzy weighted geometry (SLHFWG) is proposed under the LHFS context that uses the strength of power operators. Some properties of SLHFWG are also investigated. Criteria weights are estimated using a newly proposed linguistic hesitant fuzzy statistical variance (LHFSV) method, and objects are ranked using the newly proposed linguistic hesitant fuzzy VIKOR (visekriterijumska optimizacijai kompromisno resenje) (LHFVIKOR) method, which is an extension of VIKOR under the LHFS context. The practicality and usefulness of the proposal are demonstrated by using a hospital evaluation example for sustainable healthcare management. Finally, the strengths and weaknesses of the proposal are realized by comparison with other methods.
引用
收藏
页数:21
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