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
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
  • [1] Distance measures for higher order dual hesitant fuzzy sets
    Jianjian Chen
    Xianjiu Huang
    Jing Tang
    Computational and Applied Mathematics, 2018, 37 : 1784 - 1806
  • [2] Distance and similarity measures for higher order hesitant fuzzy sets
    Farhadinia, B.
    KNOWLEDGE-BASED SYSTEMS, 2014, 55 : 43 - 48
  • [3] Distance and entropy measures for dual hesitant fuzzy sets
    Huimin Zhang
    Computational and Applied Mathematics, 2020, 39
  • [4] Distance and entropy measures for dual hesitant fuzzy sets
    Zhang, Huimin
    COMPUTATIONAL & APPLIED MATHEMATICS, 2020, 39 (02)
  • [5] Some issues on Distance and Similarity measures of dual hesitant fuzzy sets
    Zhang, Li
    Yu, Rui
    Zhu, Lei
    Liu, Pengli
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2015, 8 : 371 - 374
  • [6] Distance and similarity measures for hesitant fuzzy sets
    Xu, Zeshui
    Xia, Meimei
    INFORMATION SCIENCES, 2011, 181 (11) : 2128 - 2138
  • [7] New distance measures of hesitant fuzzy linguistic term sets
    Wu, Shuangsheng
    Lin, Jie
    Zhang, Zhenyu
    PHYSICA SCRIPTA, 2021, 96 (01)
  • [8] Distance and similarity measures for dual hesitant fuzzy sets and their applications in pattern recognition
    Su, Zhan
    Xu, Zeshui
    Liu, Haifeng
    Liu, Shousheng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 29 (02) : 731 - 745
  • [9] New Distance Measures for Dual Hesitant Fuzzy Sets and Their Application to Multiple Attribute Decision Making
    Wang, Rugen
    Li, Weimin
    Zhang, Tao
    Han, Qi
    SYMMETRY-BASEL, 2020, 12 (02):
  • [10] Some novel distance and similarity measures for probabilistic dual hesitant fuzzy sets and their applications to MAGDM
    Ning, Baoquan
    Wei, Guiwu
    Guo, Yanfeng
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 13 (12) : 3887 - 3907