Hesitant fuzzy dual Muirhead mean operators and its application to multiple attribute decision making

被引:9
作者
Hong, Zhiyong [1 ]
Rong, Yuan [3 ]
Qin, Ya [2 ]
Liu, Yi [2 ,3 ]
机构
[1] Wuyi Univ, Sch Comp Sci, Jiangmen, Guangdong, Peoples R China
[2] Neijiang Normal Univ, Data Recovery Key Lab Sichuan Prov, Neijiang, Sichuan, Peoples R China
[3] Neijiang Normal Univ, Sch Math & Informat Sci, Neijiang, Sichuan, Peoples R China
关键词
Hesitant fuzzy set; Muirhead Mean Operators; Dual Muirhead Mean; aggregation operators; multiple attribute decision making; AGGREGATION OPERATORS; BONFERRONI MEANS; SIMILARITY MEASURES; DISTANCE MEASURES; SETS; INFORMATION;
D O I
10.3233/JIFS-172139
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The present work is focused on hesitant fuzzy multi-attribute decision making (HF-MADM) problem with the hesitant fuzzy information based on a new aggregation operator. To begin with, we present the new hesitant fuzzy dual Muirhead mean (HFDMM) to deal with MADM problems, including the HFDMM and the hesitant fuzzy dual weighted Muirhead mean (HFDWMM) operator, the main advantages of the two 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. In addition, some properties of HFDMM and HFDWMM 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 based on HFDWMM. 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 proposed methods by comparing with the other existing methods are also analyzed by the example.
引用
收藏
页码:2161 / 2172
页数:12
相关论文
共 35 条
[1]  
Blanco-Mesa F., FUZZ INF PROC SOC NA, P1
[2]   Fuzzy decision making: A bibliometric-based review [J].
Blanco-Mesa, Fabio ;
Merigo, Jose M. ;
Gil-Lafuente, Anna M. .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (03) :2033-2050
[3]   Bonferroni means with distance measures and the adequacy coefficient in entrepreneurial group theory [J].
Blanco-Mesa, Fabio ;
Merigo, Jose M. ;
Kacprzyk, Janusz .
KNOWLEDGE-BASED SYSTEMS, 2016, 111 :217-227
[4]  
Li W, 2016, J COMPUT ANAL APPL, V20, P459
[5]   Group decision making with interval fuzzy preference relations based on DEA and stochastic simulation [J].
Liu, Jinpei ;
Xu, Qin ;
Chen, Huayou ;
Zhou, Ligang ;
Zhu, Jiaming ;
Tao, Zhifu .
NEURAL COMPUTING & APPLICATIONS, 2019, 31 (07) :3095-3106
[6]  
Liu JP, 2016, FUZZY SET SYST, V299, P1, DOI [10.1016/j.fss.2015.08.025, 10.1016/j.fss.2015.08.0250165]
[7]   Generalized Linguistic Ordered Weighted Hybrid Logarithm Averaging Operators and Applications to Group Decision Making [J].
Liu, Jinpei ;
Chen, Huayou ;
Zhou, Ligang ;
Tao, Zhifu .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2015, 23 (03) :421-442
[8]   On the properties of the generalized OWHA operators and their application to group decision making [J].
Liu, Jinpei ;
Chen, Huayou ;
Zhou, Ligang ;
Tao, Zhifu ;
He, Yingdong .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (04) :2077-2089
[9]   The Continuous Quasi-OWA Operator and its Application to Group Decision Making [J].
Liu, Jinpei ;
Lin, Sheng ;
Chen, Huayou ;
Zhou, Ligang .
GROUP DECISION AND NEGOTIATION, 2013, 22 (04) :715-738
[10]   Some Muirhead Mean Operators for Intuitionistic Fuzzy Numbers and Their Applications to Group Decision Making [J].
Liu, Peide ;
Li, Dengfeng .
PLOS ONE, 2017, 12 (01)