Distance measures for higher order dual hesitant fuzzy sets

被引:15
|
作者
Chen, Jianjian [1 ]
Huang, Xianjiu [1 ]
Tang, Jing [1 ]
机构
[1] Nanchang Univ, Dept Math, Nanchang 330031, Jiangxi, Peoples R China
来源
COMPUTATIONAL & APPLIED MATHEMATICS | 2018年 / 37卷 / 02期
基金
中国国家自然科学基金;
关键词
DHFS; Mean; Standard deviation; HODHFS; Distance measure; ATTRIBUTE DECISION-MAKING; SIMILARITY MEASURES;
D O I
10.1007/s40314-017-0423-3
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this study, we propose new distance measures for dual hesitant fuzzy sets (DHFSs) in terms of the mean, standard deviation of dual hesitant fuzzy elements (DHFEs), respectively, which overcome some drawbacks of the existing distance measures. Meanwhile, we extend DHFS to its higher order type and refer to it as the higher order dual hesitant fuzzy set (HODHFS). HODHFS is the actual extension of DHFS that enables us to define the membership and non-membership of a given element in terms of several possible generalized type of fuzzy sets (G-Type FSs). The rationale behind HODHFS can be seen in the case that the decision makers are not satisfied by providing exact values for the membership degrees and the non-membership degrees. To indicate HODHFSs have a good performance in decision making, we introduce several distance measures for HODHFSs based on our proposed new distance for dual hesitant fuzzy sets. Finally, we practice our proposed measures for HODHFSs in multi-attribute decision making illustrating their applicability and availability.
引用
收藏
页码:1784 / 1806
页数:23
相关论文
共 50 条
  • [41] A Hamming score distance of hesitant fuzzy sets
    Rodzi, Zahari Md
    Hassan, Nasruddin
    14TH INTERNATIONAL SYMPOSIUM ON GEOMETRIC FUNCTION THEORY AND APPLICATIONS, 2019, 1212
  • [42] Study on division and subtraction operations for hesitant fuzzy sets, interval-valued hesitant fuzzy sets and typical dual hesitant fuzzy sets
    Farhadinia, B.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (03) : 1393 - 1402
  • [43] Improved Correlation Measures for Hesitant Fuzzy Sets
    Farhadinia, B.
    2018 6TH IRANIAN JOINT CONGRESS ON FUZZY AND INTELLIGENT SYSTEMS (CFIS), 2018, : 162 - 165
  • [44] Similarity and entropy measures for hesitant fuzzy sets
    Hu, Junhua
    Yang, Yan
    Zhang, Xiaolong
    Chen, Xiaohong
    INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2018, 25 (03) : 857 - 886
  • [45] Distance Measures for Hesitant Fuzzy Linguistic Sets and Their Applications in Multiple Criteria Decision Making
    Donghai Liu
    Xiaohong Chen
    Dan Peng
    International Journal of Fuzzy Systems, 2018, 20 : 2111 - 2121
  • [46] Distance Measures for Hesitant Fuzzy Linguistic Sets and Their Applications in Multiple Criteria Decision Making
    Liu, Donghai
    Chen, Xiaohong
    Peng, Dan
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (07) : 2111 - 2121
  • [47] Development of novel distance measures for picture hesitant fuzzy sets and their application in medical diagnosis
    Alshehri, Noura Omair
    Alghamdi, Rania Saeed
    Qarni, Noura Awad Al
    AIMS MATHEMATICS, 2025, 10 (01): : 270 - 288
  • [48] On Distance and Correlation Measures of Hesitant Fuzzy Information
    Xu, Zeshui
    Xia, Meimei
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2011, 26 (05) : 410 - 425
  • [49] Some results for dual hesitant fuzzy sets
    Zhu, Bin
    Xu, Zeshui
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (04) : 1657 - 1668
  • [50] Novel distance and similarity measures on hesitant fuzzy linguistic term sets with application to pattern recognition
    Zhang, Zhenyu
    Lin, Jie
    Miao, Runsheng
    Zhou, Lixin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (02) : 2981 - 2990