Specific Types of q-Rung Picture Fuzzy Yager Aggregation Operators for Decision-Making

被引:59
作者
Liu, Peide [1 ]
Shahzadi, Gulfam [2 ]
Akram, Muhammad [2 ]
机构
[1] Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan, Shandong, Peoples R China
[2] Univ Punjab, Dept Math, New Campus, Lahore, Pakistan
基金
中国国家自然科学基金;
关键词
q-rung picture fuzzy numbers; Yager operators; Arithmetic; Geometric; Multi-attribute decision-making problems; FUNDAMENTAL PROPERTIES; EXTENSIONS; SET;
D O I
10.2991/ijcis.d.200717.001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
q-rung picture fuzzy sets can handle complex fuzzy and. impression information by changing a parameter q based on the different hesitation degree, and Yager per or is a useful aggregation technology that can control the uncertainty of valuating data from some experts and thus get intensive information in the process of decision-making. Thus, in this paper, we develop specific types of operators, namely, q-rung picture fuzzy Yager weighted average, q-rung picture fuzzy Yager ordered weighted average, q-rung picture fuzzy Yager hybrid weighted average, q-rung picture fuzzy Yager weighted geometric, q-rung picture fuzzy Yager ordered weighted geometric and q-rung picture fuzzy Yager hybrid weighted geometric operators. We propose q-rung picture fuzzy Yager aggregation operators to handle multiple attribute decision-making problems in a modernize way. Moreover, we discuss the effect of parameter on the decision-making results. To demonstrate the superiority and advantage of our proposed method, a comparison with existing methods is presented. (C) 2020 The Authors. Published by Atlantis Press B.V.
引用
收藏
页码:1072 / 1091
页数:20
相关论文
共 51 条
[1]  
Akram M, 2020, IRAN J FUZZY SYST, V17, P147
[2]   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
[3]   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
[4]   Multi-criteria group decisionmaking based on ELECTRE I method in Pythagorean fuzzy information [J].
Akram, Muhammad ;
Ilyas, Farwa ;
Garg, Harish .
SOFT COMPUTING, 2020, 24 (05) :3425-3453
[5]   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
[6]   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
[7]   Spherical fuzzy Dombi aggregation operators and their application in group decision making problems [J].
Ashraf, Shahzaib ;
Abdullah, Saleem ;
Mahmood, Tahir .
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (07) :2731-2749
[8]   Spherical aggregation operators and their application in multiattribute group decision-making [J].
Ashraf, Shahzaib ;
Abdullah, Saleem .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (03) :493-523
[9]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[10]   On the representation of intuitionistic fuzzy t-norms and t-conorms [J].
Deschrijver, G ;
Cornelis, C ;
Kerre, EE .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2004, 12 (01) :45-61