(2,1)-Fuzzy sets: properties, weighted aggregated operators and their applications to multi-criteria decision-making methods

被引:80
作者
Al-shami, Tareq M. [1 ]
机构
[1] Sanaa Univ, Dept Math, Sanaa, Yemen
关键词
(2; 1)-Fuzzy set; Score and accuracy functions; 1)-Aggregation operators; Multi-criteria decision-making; PYTHAGOREAN MEMBERSHIP GRADES; INTUITIONISTIC FUZZY-SETS;
D O I
10.1007/s40747-022-00878-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Orthopair fuzzy sets are fuzzy sets in which every element is represented by a pair of values in the unit interval, one of which refers to membership and the other refers to non-membership. The different types of orthopair fuzzy sets given in the literature are distinguished according to the proposed constrain for membership and non-membership grades. The aim of writing this manuscript is to familiarize a new class of orthopair fuzzy sets called "(2,1)-Fuzzy sets" which are good enough to control some real-life situations. We compare (2,1)-Fuzzy sets with IFSs and some of their celebrated extensions. Then, we put forward the fundamental set of operations for (2,1)-Fuzzy sets and investigate main properties. Also, we define score and accuracy functions which we apply to rank (2,1)-Fuzzy sets. Moreover, we reformulate aggregation operators to be used with (2,1)-Fuzzy sets. Finally, we develop the successful technique "aggregation operators" to handle multi-criteria decision-making (MCDM) problems in the environment of (2,1)-Fuzzy sets. To show the effectiveness and usability of the proposed technique in MCDM problems, an illustrative example is provided.
引用
收藏
页码:1687 / 1705
页数:19
相关论文
共 34 条
[1]   Soft somewhat open sets: soft separation axioms and medical application to nutrition [J].
Al-shami, Tareq M. .
COMPUTATIONAL & APPLIED MATHEMATICS, 2022, 41 (05)
[2]   SR-Fuzzy Sets and Their Weighted Aggregated Operators in Application to Decision-Making [J].
Al-shami, Tareq M. ;
Ibrahim, Hariwan Z. ;
Azzam, A. A. ;
EL-Maghrabi, Ahmed I. .
JOURNAL OF FUNCTION SPACES, 2022, 2022
[3]   Aggregation of infinite chains of intuitionistic fuzzy sets and their application to choices with temporal intuitionistic fuzzy information [J].
Alcantud, Jose Carlos R. ;
Khameneh, Azadeh Zahedi ;
Kilicman, Adem .
INFORMATION SCIENCES, 2020, 514 :106-117
[4]  
Ali Khan M.S, 2016, INT J COMPUT SCI INF, V14, P837
[5]   RETRACTED: A Novel Fuzzy Structure: Infra-Fuzzy Topological Spaces (Retracted Article) [J].
Ameen, Zanyar A. ;
Al-shami, Tareq M. ;
Azzam, A. A. ;
Mhemdi, Abdelwaheb .
JOURNAL OF FUNCTION SPACES, 2022, 2022
[6]  
[Anonymous], 2013, INTUITIONISTIC FUZZY
[7]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[8]   Fuzzy soft covering-based multi-granulation fuzzy rough sets and their applications [J].
Atef, Mohammed ;
Ali, Muhammad Irfan ;
Al-shami, Tareq M. .
COMPUTATIONAL & APPLIED MATHEMATICS, 2021, 40 (04)
[9]  
Çagman N, 2011, IRAN J FUZZY SYST, V8, P137
[10]   An application of intuitionistic fuzzy sets in medical diagnosis [J].
De, SK ;
Biswas, R ;
Roy, AR .
FUZZY SETS AND SYSTEMS, 2001, 117 (02) :209-213