Group-based generalized q-rung orthopair average aggregation operators and their applications in multi-criteria decision making

被引:10
|
作者
Hussain, Azmat [1 ]
Ali, Muhammad Irfan [2 ]
Mahmood, Tahir [1 ]
Munir, Muhammad [1 ]
机构
[1] Int Islamic Univ, Dept Math & Stat, Fac Basic & Appl Sci, Islamabad, Pakistan
[2] Islamabad Model Coll Boys, G-11-1, Islamabad, Pakistan
关键词
q-rung orthopair fuzzy sets; Gq-ROFSs; GGq; ROFSs; Gq-ROF aggregation operators; GGq-ROF aggregation operators; MCDM; FUZZY INFORMATION AGGREGATION; PYTHAGOREAN MEMBERSHIP GRADES; SETS; VIEW;
D O I
10.1007/s40747-020-00176-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The objective of this manuscript is to investigate the concept of generalized q-rung orthopair fuzzy sets (Gq-ROFSs) and group generalized q-rung orthopair fuzzy sets (GGq-ROFSs) by incorporating the concept of generalized parameter and group generalized parameters in q-rung orthopair fuzzy environment. The main advantage of generalized parameter in q-rung orthopair fuzzy environment is to reduce uncertain errors in the original information to ensure the expert's level of trust and improve the accuracy of final decision. On the base of generalized parameter, some aggregation operators are introduced such as generalized q-rung orthopair fuzzy average aggregation operators and group generalized q-rung orthopair fuzzy average aggregation operators and studied their related properties. Furthermore, a multi-criteria decision-making method technique based on proposed approach is presented. Finally, a numerical example is provided to illustrate the feasibility of the proposed methods and deliver the sensitivity analysis and comparative analysis, which show the superiority of developed approached than existing methods.
引用
收藏
页码:123 / 144
页数:22
相关论文
共 50 条
  • [1] Group-based generalized q-rung orthopair average aggregation operators and their applications in multi-criteria decision making
    Azmat Hussain
    Muhammad Irfan Ali
    Tahir Mahmood
    Muhammad Munir
    Complex & Intelligent Systems, 2021, 7 : 123 - 144
  • [2] Hesitant q-rung orthopair fuzzy aggregation operators with their applications in multi-criteria decision making
    Hussain, A.
    Ali, M., I
    Mahmood, T.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2020, 17 (03): : 117 - 134
  • [3] q-Rung orthopair fuzzy soft Hamacher aggregation operators and their applications in multi-criteria decision making
    Hussian, Azmat
    Mahmood, Tahir
    Ali, Muhammad Irfan
    Gerogiannis, Vassilis C.
    Tzimos, Dimitrios
    Giakovis, Dimitrios
    COMPUTATIONAL & APPLIED MATHEMATICS, 2024, 43 (01):
  • [4] q-Rung orthopair fuzzy soft Hamacher aggregation operators and their applications in multi-criteria decision making
    Azmat Hussian
    Tahir Mahmood
    Muhammad Irfan Ali
    Vassilis C. Gerogiannis
    Dimitrios Tzimos
    Dimitrios Giakovis
    Computational and Applied Mathematics, 2024, 43
  • [5] Some Geometric Aggregation Operators Under q-Rung Orthopair Fuzzy Soft Information With Their Applications in Multi-Criteria Decision Making
    Chinram, Ronnason
    Hussain, Azmat
    Ali, Muhammad Irfan
    Mahmood, Tahir
    IEEE ACCESS, 2021, 9 : 31975 - 31993
  • [6] q-rung orthopair fuzzy Aczel-Alsina aggregation operators with multi-criteria decision
    Farid, Hafiz Muhammad Athar
    Riaz, Muhammad
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 122
  • [7] Complex q-Rung Orthopair Fuzzy Aggregation Operators and Their Applications in Multi-Attribute Group Decision Making
    Liu, Peide
    Mahmood, Tahir
    Ali, Zeeshan
    INFORMATION, 2020, 11 (01)
  • [8] Multi-criteria decision making based on q-rung orthopair fuzzy promethee approach
    Akram, M.
    Shumaiza
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2021, 18 (05): : 107 - 127
  • [9] New q-rung orthopair fuzzy Aczel–Alsina weighted geometric operators under group-based generalized parameters in multi-criteria decision-making problems
    Şerif Özlü
    Computational and Applied Mathematics, 2024, 43
  • [10] New q-rung orthopair fuzzy Aczel-Alsina weighted geometric operators under group-based generalized parameters in multi-criteria decision-making problems
    Ozlu, Serif
    COMPUTATIONAL & APPLIED MATHEMATICS, 2024, 43 (03):