A multi-attribute decision-making method with prioritization relationship and hesitant fuzzy decision information

被引:0
|
作者
Ruan, Chuan-Yang [1 ,5 ]
Li, Deng-Feng [2 ]
Liao, Xiao [3 ]
Wei, Qi [1 ]
Li, Xiao-Dong [4 ,5 ]
机构
[1] Guangdong Univ Finance & Econ, Sch Business Adm, Guangzhou, Guangdong, Peoples R China
[2] Fuzhou Univ, Sch Econ & Management, Fujian 350108, Peoples R China
[3] Guangdong Univ Finance, Sch Internet Finance & Informat Engn, Guangzhou, Guangdong, Peoples R China
[4] Anhui Polytech Univ, Sch Management & Engn, Wuhu, Anhui, Peoples R China
[5] Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Hesitant fuzzy set; aggregation operators; priority level; entropy; AGGREGATION OPERATORS; CORRELATION-COEFFICIENT; DISTANCE MEASURES; SETS; FUSION;
D O I
10.3233/JIFS-181980
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we investigate the hesitant fuzzy multi-attribute decision-making method based on entropy and prioritization relationship. Considering the double impact of priority levels of attributes and the dispersion degree of hesitant fuzzy elements, we propose a prioritized level weighted method based on entropy. The weighted method can guarantee a constant priority level of the attributes and distinguish the unity degree of expert opinions effectively. Then, we put forward the hesitant fuzzy prioritized level average (HFPLA) and hesitant fuzzy prioritized level geometric (HFPLG) operators based on the prioritized level weighted method. Furthermore, we discuss some desirable properties of the proposed operators. Finally, the practicability and effectiveness of the proposed methods are verified by numerical examples.
引用
收藏
页码:4987 / 4998
页数:12
相关论文
共 50 条
  • [1] A multi-attribute decision-making method with prioritization relationship and dual hesitant fuzzy decision information
    Zhiliang Ren
    Cuiping Wei
    [J]. International Journal of Machine Learning and Cybernetics, 2017, 8 : 755 - 763
  • [2] A multi-attribute decision-making method with prioritization relationship and dual hesitant fuzzy decision information
    Ren, Zhiliang
    Wei, Cuiping
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 8 (03) : 755 - 763
  • [3] HESITANT FUZZY MULTI-ATTRIBUTE DECISION-MAKING METHOD BASED ON SIGNED CORRELATION AND PRIORITIZATION RELATIONSHIP
    Liu, Ruobing
    Ruan, Chuan-Yang
    Li, Deng-Feng
    Xu, Hui
    [J]. JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2019, 20 (06) : 1241 - 1252
  • [4] Multi-attribute decision-making method based on the reconciled hesitant fuzzy information
    Fang, Bing
    Han, Bing
    Zhu, Jiang
    [J]. Kongzhi yu Juece/Control and Decision, 2022, 37 (10): : 2657 - 2666
  • [5] Basic uncertainty information hesitant fuzzy multi-attribute decision-making method with credibility
    Xiao, Huimin
    Yang, Peng
    Gao, Xiaosong
    Wei, Meng
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (05) : 8429 - 8440
  • [6] Hesitant fuzzy multi-attribute decision-making method considering the credibility
    School of Business Administration, South China University of Technology, Guangzhou, China
    [J]. J. Comput. Inf. Syst, 2 (423-432):
  • [7] Fermatean Hesitant Fuzzy Multi-Attribute Decision-Making Method with Probabilistic Information and Its Application
    Ruan, Chuanyang
    Chen, Xiangjing
    Yan, Lin
    [J]. AXIOMS, 2024, 13 (07)
  • [8] Hesitant fuzzy multi-attribute decision-making based on the minimum deviation method
    Zhao, Hua
    Xu, Zeshui
    Wang, Hai
    Liu, Shousheng
    [J]. SOFT COMPUTING, 2017, 21 (12) : 3439 - 3459
  • [9] Hesitant fuzzy multi-attribute decision-making based on the minimum deviation method
    Hua Zhao
    Zeshui Xu
    Hai Wang
    Shousheng Liu
    [J]. Soft Computing, 2017, 21 : 3439 - 3459
  • [10] Fuzzy Multi-attribute Decision-making Method with Incomplete Weight Information
    Gong, Yanbing
    Feng, Lanping
    [J]. TENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I AND II, 2011, : 497 - 502