Pythagorean Dombi fuzzy aggregation operators with application in multicriteria decision-making

被引:131
作者
Akram, Muhammad [1 ]
Dudek, Wieslaw A. [2 ]
Dar, Jawaria Mohsan [1 ]
机构
[1] Univ Punjab, Dept Math, Lahore, Pakistan
[2] Wroclaw Univ Sci & Technol, Fac Pure & Appl Math, Wroclaw, Poland
关键词
multicriteria decision-making; ordered weighted aggregation operators; Pythagorean Dombi fuzzy weighted; Pythagorean fuzzy sets; Tau-norms; MEMBERSHIP GRADES; INFORMATION; TOPSIS;
D O I
10.1002/int.22183
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A Pythagorean fuzzy set, an extension of intuitionistic fuzzy sets, is very helpful in representing vague information that occurs in real world scenarios. The Dombi operators with operational parameters, have excellent flexibility. Due to the flexible nature of these Dombi operational parameters, this research paper introduces some new aggregation operators under Pythagorean fuzzy environment, including Pythagorean Dombi fuzzy weighted arithmetic averaging (PDFWAA) operator, Pythagorean Dombi fuzzy weighted geometric averaging (PDFWGA) operator, Pythagorean Dombi fuzzy ordered weighted arithmetic averaging operator and Pythagorean Dombi fuzzy ordered weighted geometric averaging operator. Further, this paper presents several advantageous characteristics, including idempotency, monotonicity, boundedness, reducibility and commutativity of preceding operators. By utilizing PDFWAA and PDFWGA operators, this article describes a multicriteria decision-making (MCDM) technique for solving MCDM problems. Finally, a numerical example related to selection of a leading textile industry is presented to illustrate the applicability of our proposed technique.
引用
收藏
页码:3000 / 3019
页数:20
相关论文
共 38 条
[1]   Group decision-making based on pythagorean fuzzy TOPSIS method [J].
Akram, Muhammad ;
Dudek, Wieslaw A. ;
Ilyas, Farwa .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (07) :1455-1475
[2]   Certain graphs under Pythagorean fuzzy environment [J].
Akram, Muhammad ;
Dar, Jawaria Mohsan ;
Naz, Sumera .
COMPLEX & INTELLIGENT SYSTEMS, 2019, 5 (02) :127-144
[3]   Specific Types of Pythagorean Fuzzy Graphs and Application to Decision-Making [J].
Akram, Muhammad ;
Habib, Amna ;
Ilyas, Farwa ;
Dar, Jawaria Mohsan .
MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, 2018, 23 (03)
[4]  
[Anonymous], 2018, DISTURBANCE
[5]  
[Anonymous], MATHEMATICS BASEL
[6]   Intuitionistic fuzzy interpretations of multi-criteria multi-person and multi-measurement tool decision making [J].
Atanassov, K ;
Pasi, G ;
Yager, R .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2005, 36 (14) :859-868
[7]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[9]   Some methods for strategic decision-making problems with immediate probabilities in Pythagorean fuzzy environment [J].
Garg, Harish .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (04) :687-712
[10]   Generalised Pythagorean fuzzy geometric interactive aggregation operators using Einstein operations and their application to decision making [J].
Garg, Harish .
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2018, 30 (06) :763-794