Measuring consistency of linguistic preference relations: a 2-tuple linguistic approach

被引:48
|
作者
Dong, Yucheng [1 ]
Hong, Wei-Chiang [2 ]
Xu, Yinfeng [1 ]
机构
[1] Sichuan Univ, Sch Business, Chengdu 610065, Peoples R China
[2] Oriental Inst Technol, Dept Informat Management, Taipei 220, Taiwan
关键词
The 2-tuple fuzzy linguistic representation model; Linguistic preference relation; Consistency; GROUP DECISION-MAKING; REPRESENTATION MODEL; ADDITIVE CONSISTENCY; NUMERICAL SCALE; CONSENSUS MODEL; OWA OPERATORS; TERM SETS; INFORMATION; AGGREGATION; SYSTEM;
D O I
10.1007/s00500-013-1031-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
By using the 2-tuple fuzzy linguistic representation model and by proposing the concept of the individual consistency evaluations, this paper develops a 2-tuple linguistic index to measure the consistency degree of linguistic preference relations. Comparing with the existing numerical consistency indexes, the proposed linguistic index not only measures the consistency degree of linguistic preference relations via a linguistic way, but also can reflect the individual difference on consistency degree of linguistic preference relations. Further, this paper proposes an algorithm to improving consistency degree in linguistic preference relations, and the proof of the convergence of this algorithm is also given. The results in this paper provide a theoretic basis for the application of consistent linguistic preference relations in decision making problems.
引用
收藏
页码:2117 / 2130
页数:14
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