Some Approaches to Constructing Distance Measures for Hesitant Fuzzy Linguistic Term Sets with Applications in Decision-Making

被引:17
|
作者
Zhao, Na [1 ]
Xu, Zeshui [2 ]
Ren, Zhiliang [3 ]
机构
[1] Shandong Technol & Business Univ, Sch Management Sci & Engn, Yantai 264005, Peoples R China
[2] Sichuan Univ, Business Sch, Chengdu 610064, Sichuan, Peoples R China
[3] Southeast Univ, Sch Econ & Management, Nanjing 211189, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Hesitant fuzzy linguistic term set; qualitative judgments; distance measure; multi-criteria decision-making; REPRESENTATION MODEL; PREFERENCE RELATIONS; SIMILARITY MEASURES; INFORMATION; AGGREGATION; CONSISTENCY;
D O I
10.1142/S0219622017500316
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The purpose of this paper is to investigate the methods of constructing distance measures for hesitant fuzzy linguistic term sets (HFLTSs) and their applications in multi-criteria decision making (MCDM). We first present some methods to construct distance measures for HFLTSs. Then, we discuss the properties of different distance measures in detail, which are very helpful in comparison of these distance measures for HFLTSs. After that, based upon the distance measures for HFLTSs, a decision-making method is proposed to solve the MCDM problems, in which the assessment values of alternatives over criteria are HFLTSs and the weights of criteria are completely unknown or expressed by HFLTSs. Finally, an example concerning the evaluation of movie quality is provided to demonstrate the practicability of the proposed method, and necessary comparative analyses are conducted to illustrate the effectiveness and advantages of the developed distance measures and the proposed decision-making method.
引用
收藏
页码:103 / 132
页数:30
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