A Novel Approach of Linguistic Picture Fuzzy Dombi Heronian Mean Operators and their Application to Emergency Program Selection

被引:6
作者
Qiyas, Muhammad [1 ]
Abdullah, Saleem [1 ]
Khan, Saifullah [1 ]
机构
[1] Abdul Wali Khan Univ, Dept Math, Mardan, Pakistan
关键词
Linguistic picture fuzzy set; Heronian mean operation; linguistic picture fuzzy Dombi Heronian mean operators; decision making; GROUP DECISION-MAKING; ARITHMETIC AGGREGATION OPERATORS; TERM SETS; SUPPLIER SELECTION; DISTANCE MEASURES; MODEL; INFORMATION; ENTROPY;
D O I
10.1080/0952813X.2022.2061606
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In decision support systems, linguistic fuzzy information played an important role and the linguistic fuzzy aggregation operators (AOs) worked in group decision support systems. Recently, we proposed the linguistic picture fuzzy (LPF) sets, which is the extension of the linguistic intuitionist fuzzy sets, to reflect the ambiguity and vagueness of knowledge in decision-making (DM) problem. The goal of this research work is to define a new family of LPF AOs through the use of Dombi operations and Heronian mean (HM) operator. In addition to fusing individual attribute values, the evolved operators are good ability to handle the common association between the attributes, making them more appropriate to effectively solve difficult multi-attribute DM (MADM) problems. Therefore, we developed an approach for MADM problem based on LPF Dombi HM operators and solved an emergency programme selection problem. The comparison section provides the effectiveness, reliability and practicality.
引用
收藏
页码:445 / 472
页数:28
相关论文
共 69 条
[1]  
[Anonymous], 1999, INTUITIONISTIC FUZZY
[2]  
Bellman R. E., 1971, Decision-making in a fuzzy environment, DOI 10.1287/mnsc.17.4.B141
[3]   A linguistic modeling of consensus in group decision making based on OWA operators [J].
Bordogna, G ;
Fedrizzi, M ;
Pasi, G .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1997, 27 (01) :126-132
[4]   FUZZY DECISION-MAKING WITH DATA - APPLICATIONS TO STATISTICS [J].
BUCKLEY, JJ .
FUZZY SETS AND SYSTEMS, 1985, 16 (02) :139-147
[5]  
Cuong BC, 2016, INT CONF KNOWL SYS, P19, DOI 10.1109/KSE.2016.7758023
[6]   Some fuzzy logic operators for picture fuzzy sets [J].
Bui Cong Cuong ;
Pham Van Hai .
2015 SEVENTH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 2015, :132-137
[7]  
Cuong B, 2014, Journal of Computer Science and Cybernetics, V30
[8]  
Cuong B. C., 2013, Tech. Rep. 04/2013
[10]  
Dong JY, 2016, IRAN J FUZZY SYST, V13, P1