Multicriteria group decision-making using Archimedean t-norm and t-conorm-based linguistic q-rung orthopair fuzzy generalized operators

被引:2
|
作者
Deb, Nayana [1 ]
Sarkar, Arun [2 ]
Biswas, Animesh [1 ]
机构
[1] Univ Kalyani, Dept Math, Kalyani 741235, India
[2] Heramba Chandra Coll, Dept Math, Kolkata 700029, India
关键词
Linguistic q-rung orthopair fuzzy set; Multicriteria group decision-making; Archimedean t-norm and t-conorm; Generalized weighted averaging and geometric operators; AGGREGATION OPERATORS; BONFERRONI OPERATORS;
D O I
10.1007/s41066-024-00465-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Strategic planning is a crucial activity for the owners and managers of business organisations, and it is an effective process that incorporates many distinct decision-making circumstances. Although there are numerous researches done to aid decision-makers, there are only a few studies that may provide the desirable generality, flexibility, and compatibility in adapting risk preferences. This study intends to propose a generalized multicriteria group decision-making (MCGDM) methodology by means of generalized parameter and Archimedean t-norms and t-conorms under linguistic q-rung orthopair fuzzy (Lq-ROF) theory for managing uncertainties in strategy formulations. For this purpose, a wide range of generalized aggregation operators, viz., Lq-ROF Archimedean weighted averaging, Lq-ROF Archimedean weighted geometric, Lq-ROF Archimedean generalized weighted averaging, and Lq-ROF Archimedean generalized weighted geometric operators are investigated. The contribution of this research lies in providing a robust and flexible methodology that integrates generalized parameters and Archimedean operators within the Lq-ROF framework, thereby offering a valuable tool for decision-makers navigating the complexities of strategy formulation in the presence of uncertainties. Additionally, some novel operational laws based on Archimedean t-norms and t-conorms are defined for Lq-ROF numbers. Further, several prominent characteristics of the developed operators are investigated. A strategic MCGDM model with Lq-ROF context is put forward and is applied to a financial strategy-making problem for a multinational organisation. The sensitivity analysis undertaken shows that the developed method possesses favourable flexibility and effectiveness. The potentiality and superiority are explored by comparing the obtained results with several existing studies.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] Linguistic q-rung orthopair fuzzy prioritized aggregation operators based on Hamacher t-norm and t-conorm and their applications to multicriteria group decision making
    Deb, Nayana
    Sarkar, Arun
    Biswas, Animesh
    ARCHIVES OF CONTROL SCIENCES, 2022, 32 (02): : 451 - 484
  • [2] q-Rung orthopair fuzzy soft aggregation operators based on Dombi t-norm and t-conorm with their applications in decision making
    Hussain, Azmat
    Mahmood, Tahir
    Ali, Muhammad Irfan
    Iampan, Aiyared
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (05) : 5685 - 5702
  • [3] Dual hesitant q-rung orthopair fuzzy Dombi t-conorm and t-norm based Bonferroni mean operators for solving multicriteria group decision making problems
    Sarkar, Arun
    Biswas, Animesh
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (07) : 3293 - 3338
  • [4] Power aggregation operators based on Yager t-norm and t-conorm for complex q-rung orthopair fuzzy information and their application in decision-making problems
    Xiaoming Wu
    Zeeshan Ali
    Tahir Mahmood
    Peide Liu
    Complex & Intelligent Systems, 2023, 9 : 5949 - 5963
  • [5] Power aggregation operators based on Yager t-norm and t-conorm for complex q-rung orthopair fuzzy information and their application in decision-making problems
    Wu, Xiaoming
    Ali, Zeeshan
    Mahmood, Tahir
    Liu, Peide
    COMPLEX & INTELLIGENT SYSTEMS, 2023, 9 (05) : 5949 - 5963
  • [6] PROBABILISTIC LINGUISTIC Q-RUNG ORTHOPAIR FUZZY ARCHIMEDEAN AGGREGATION OPERATORS FOR GROUP DECISION-MAKING
    Ranjan M.J.
    Kumar B.P.
    Bhavani T.D.
    Padmavathi A.V.
    Bakka V.
    Decision Making: Applications in Management and Engineering, 2023, 6 (02): : 639 - 667
  • [7] Development of Archimedean t-norm and t-conorm-based interval-valued dual hesitant fuzzy aggregation operators with their application in multicriteria decision making
    Sarkar, Arun
    Biswas, Animesh
    ENGINEERING REPORTS, 2020, 2 (02)
  • [8] Archimedean Muirhead Aggregation Operators of q-Rung Orthopair Fuzzy Numbers for Multicriteria Group Decision Making
    Qin, Yuchu
    Cui, Xiaolan
    Huang, Meifa
    Zhong, Yanru
    Tang, Zhemin
    Shi, Peizhi
    COMPLEXITY, 2019, 2019
  • [9] Archimedean t-norm and t-conorm coupled q-rung orthopair fuzzy TOPSIS method for unknown criteria weighting information
    Komal
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 257
  • [10] Group decision-making analysis based on linguistic q-rung orthopair fuzzy generalized point weighted aggregation operators
    Peide Liu
    Sumera Naz
    Muhammad Akram
    Mamoona Muzammal
    International Journal of Machine Learning and Cybernetics, 2022, 13 : 883 - 906