HESITANT FUZZY MUIRHEAD MEAN OPERATORS AND ITS APPLICATION TO MULTIPLE ATTRIBUTE DECISION MAKING

被引:5
|
作者
Qin, Ya [1 ,2 ]
Liu, Yi [1 ,2 ]
Hong, Zhiyong [3 ]
Jia, Hairui [4 ]
机构
[1] Neijiang Normal Univ, Data Recovery Key Lab Sichuan Prov, 705 Dongtong Rd, Neijiang 641100, Peoples R China
[2] Neijiang Normal Univ, Sch Math & Informat Sci, 705 Dongtong Rd, Neijiang 641100, Peoples R China
[3] Wuyi Univ, Sch Comp Sci, 22 Dongcheng Village, Jiangmen 529020, Peoples R China
[4] Zhejiang Univ Finance & Econ, China Acad Finance Res, 18 Xueyuan St,Xiasha Higher Educ Pk, Hangzhou 310018, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Hesitant fuzzy set; Murihead mean; Aggregation operator; Multiple attribute decision making;
D O I
10.24507/ijicic.14.04.1223
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 multiple attribute decision making (MADM) problems with the hesitant fuzzy information based on a new aggregation operator. To begin with, we present the new hesitant fuzzy Muirhead mean operator to deal with MADM problems with hesitant fuzzy information, including the hesitant fuzzy Muirhead mean (HFMM) operator, the hesitant fuzzy weighted Muirhead mean (HFWMM) operator, the main advantages of these aggregation operators are that they can capture interrelationships of multiple attributes among any number of attributes by a parameter vector P and make information aggregation process more flexible by the parameter vector P, whilst, HFMM and HFWMM are also a generalization of hesitant fuzzy Maclaurin symmetric mean (HFMSM) operator. In addition, some properties of these new aggregation operators are obtained and some special cases are discussed where the parameter vector takes some different values. Moreover, we present a new method to solve the MADM problems with hesitant fuzzy information. Finally, an illustrative example is provided to show the feasibility and validity of the new method, the influences of parameter vector P on the decision making results are investigated and the advantages of the proposed methods by comparing with the other existing methods are also analyzed by the example.
引用
收藏
页码:1223 / 1238
页数:16
相关论文
共 50 条
  • [1] Hesitant fuzzy dual Muirhead mean operators and its application to multiple attribute decision making
    Hong, Zhiyong
    Rong, Yuan
    Qin, Ya
    Liu, Yi
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (02) : 2161 - 2172
  • [2] Dual Hesitant q-Rung Orthopair Fuzzy Muirhead Mean Operators in Multiple Attribute Decision Making
    Wang, Jie
    Wei, Guiwu
    Wei, Cun
    Wei, Yu
    [J]. IEEE ACCESS, 2019, 7 : 67139 - 67166
  • [3] Hesitant Fuzzy Maclaurin Symmetric Mean Operators and Its Application to Multiple-Attribute Decision Making
    Qin, Jindong
    Liu, Xinwang
    Pedrycz, Witold
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2015, 17 (04) : 509 - 520
  • [4] Hesitant Fuzzy Maclaurin Symmetric Mean Operators and Its Application to Multiple-Attribute Decision Making
    Jindong Qin
    Xinwang Liu
    Witold Pedrycz
    [J]. International Journal of Fuzzy Systems, 2015, 17 : 509 - 520
  • [5] Hesitant fuzzy Maclaurin symmetric mean operators and their application in multiple attribute decision making
    Li, Wu
    Zhou, Xiaoqiang
    Guo, Guanqi
    [J]. JOURNAL OF COMPUTATIONAL ANALYSIS AND APPLICATIONS, 2016, 20 (03) : 459 - 469
  • [6] Multiple-attribute decision-making method based on hesitant fuzzy linguistic Muirhead mean aggregation operators
    Peide Liu
    Ying Li
    Maocong Zhang
    Li Zhang
    Juan Zhao
    [J]. Soft Computing, 2018, 22 : 5513 - 5524
  • [7] Multiple-attribute decision-making method based on hesitant fuzzy linguistic Muirhead mean aggregation operators
    Liu, Peide
    Li, Ying
    Zhang, Maocong
    Zhang, Li
    Zhao, Juan
    [J]. SOFT COMPUTING, 2018, 22 (16) : 5513 - 5524
  • [8] A novel picture fuzzy linguistic Muirhead Mean aggregation operators and their application to multiple attribute decision making
    Xian, Sidong
    Cheng, Yue
    Liu, Zhou
    [J]. SOFT COMPUTING, 2021, 25 (23) : 14741 - 14756
  • [9] A novel picture fuzzy linguistic Muirhead Mean aggregation operators and their application to multiple attribute decision making
    Sidong Xian
    Yue Cheng
    Zhou Liu
    [J]. Soft Computing, 2021, 25 : 14741 - 14756
  • [10] Hesitant fuzzy prioritized operators and their application to multiple attribute decision making
    Wei, Guiwu
    [J]. KNOWLEDGE-BASED SYSTEMS, 2012, 31 : 176 - 182