Some novel distance measures between dual hesitant fuzzy sets and their application in medical diagnosis

被引:6
|
作者
Zeng, Wenyi [1 ]
Ma, Rong [1 ]
Liu, Zeping [1 ]
Xi, Yue [1 ]
Yin, Qian [1 ]
Xu, Zeshui [2 ]
机构
[1] Beijing Normal Univ, Sch Artificial Intelligence, Xinjiekouwai St 19, Beijing 100875, Peoples R China
[2] Sichuan Univ, Business Sch, Chengdu, Peoples R China
关键词
characteristic; distance measure; dual hesitant fuzzy set; hesitancy degree; medical diagnosis; LINGUISTIC TERM SETS; AGGREGATION OPERATORS; CORRELATION-COEFFICIENT; SIMILARITY MEASURES; ENTROPY;
D O I
10.1002/int.22960
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A dual hesitant fuzzy set (DHFS) describes the uncertainty in the real world by using the membership degree and nonmembership degree. It can collect fuzzy information comprehensively and apply them into decision-making tasks efficiently. In this article, we extract some characteristics, such as the average function, variance function, hesitancy degree to describe a dual hesitant fuzzy element, and develop novel distance measures of DHFSs based on these characteristics. Further, we investigate their properties and prove the triangle inequality of distance measure. Finally, we apply it in practical medical diagnosis to illustrate the validity of our proposed distance measures.
引用
收藏
页码:8653 / 8671
页数:19
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