Multi-criteria Decision-Making Model Using Complex Pythagorean Fuzzy Yager Aggregation Operators

被引:40
作者
Akram, Muhammad [1 ]
Peng, Xindong [2 ]
Sattar, Aqsa [1 ]
机构
[1] Univ Punjab, Dept Math, New Campus, Lahore 4590, Pakistan
[2] Shaoguan Univ, Sch Informat Sci & Engn, Shaoguan, Peoples R China
关键词
Complex Pythagorean fuzzy model; Aggregation operators; Decision making; FUNDAMENTAL PROPERTIES; TOPSIS;
D O I
10.1007/s13369-020-04864-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Aggregation operators are indispensable tool to consolidate the sundry inputs into a single worthwhile output and widely used in distinct models of classical and fuzzy set theory to aggregate the data. Complex Pythagorean fuzzy model has extrapolated the existing models due to its trait to model the uncertainty of human judgment in a more precise way. In this research article, we investigate some aggregation operators based on Yager t-norm and s-norm, namely complex Pythagorean fuzzy Yager weighted averaging operator, complex Pythagorean fuzzy Yager ordered weighted averaging operator, complex Pythagorean fuzzy Yager weighted geometric operator and complex Pythagorean fuzzy Yager ordered weighted geometric operator. Further, we discuss some remarkable properties of proposed operators. Moreover, we promote the advancement of multi-criteria decision-making strategies by proposing an algorithm in CPF environment. Further, to demonstrate the significance of proposed operators in decision-making environment, we provide fully developed numerical example which involves selection of best alternative among the existing alternative. Finally, we check the effectiveness of proposed operators by validity test.
引用
收藏
页码:1691 / 1717
页数:27
相关论文
共 48 条
[1]  
Akram M, 2020, IRAN J FUZZY SYST, V17, P147
[2]  
Akram M., 2020, STUDIES FUZZINESS SO, V390
[3]   Competition graphs under complex Pythagorean fuzzy information [J].
Akram, Muhamma ;
Sattar, Aqsa .
JOURNAL OF APPLIED MATHEMATICS AND COMPUTING, 2020, 63 (1-2) :543-583
[4]   A hybrid decision-making model under q-rung orthopair fuzzy Yager aggregation operators [J].
Akram, Muhammad ;
Shahzadi, Gulfam .
GRANULAR COMPUTING, 2021, 6 (04) :763-777
[5]   Extensions of Dombi Aggregation Operators for Decision Making under m-Polar Fuzzy Information [J].
Akram, Muhammad ;
Yaqoob, Naveed ;
Ali, Ghous ;
Chammam, Wathek .
JOURNAL OF MATHEMATICS, 2020, 2020
[6]   Pythagorean Dombi fuzzy aggregation operators with application in multicriteria decision-making [J].
Akram, Muhammad ;
Dudek, Wieslaw A. ;
Dar, Jawaria Mohsan .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (11) :3000-3019
[7]   A Novel Decision-Making Approach under Complex Pythagorean Fuzzy Environment [J].
Akram, Muhammad ;
Naz, Sumera .
MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, 2019, 24 (03)
[8]   Complex Intuitionistic Fuzzy Sets [J].
Alkouri, Abdulazeez S. ;
Salleh, Abdul Razak .
INTERNATIONAL CONFERENCE ON FUNDAMENTAL AND APPLIED SCIENCES 2012 (ICFAS2012), 2012, 1482 :464-470
[9]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[10]   Multi-criteria decision making in Pythagorean fuzzy environment [J].
Fei, Liguo ;
Deng, Yong .
APPLIED INTELLIGENCE, 2020, 50 (02) :537-561