Vector similarity measures of hesitant fuzzy linguistic term sets and their applications

被引:13
|
作者
Song, Yongming [1 ]
Hu, Jun [2 ]
机构
[1] Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu, Sichuan, Peoples R China
[2] State Owned Assets Supervis & Adm Commiss Yunnan, Kunming, Yunnan, Peoples R China
来源
PLOS ONE | 2017年 / 12卷 / 12期
关键词
GROUP DECISION-MAKING; CORRELATION-COEFFICIENTS; SUPPLIER SELECTION; PRIORITY VECTOR; TOPSIS METHOD; NUMBERS; CONSISTENCY; CRITERIA; MODEL; AHP;
D O I
10.1371/journal.pone.0189579
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In decision making, similarity measure and distance between two objects are crucial to be able to determine the relationship between those objects. Many researchers have received much attention for their research on this subject. In this study, we propose two novel similarity measures between hesitant fuzzy linguistic term sets (HFLTSs). In addition, two extensions of Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) are proposed in the hesitant fuzzy linguistic environments. Furthermore, an example of an application concerning traditional Chinese medical diagnosis and an MCDM problem have been given to illustrate the applicability and validation of these similarity measures of HFLTSs. Furthermore, the results of examples demonstrate that the Dice and Jaccard similarity measures are more reasonable than the cosine similarity measure with respect to HFLTSs.
引用
收藏
页数:13
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