Decision Support System Based on Complex Fractional Orthotriple Fuzzy 2-Tuple Linguistic Aggregation Operator

被引:2
|
作者
Qiyas, Muhammad [1 ]
Naeem, Muhammad [2 ]
Abdullah, Lazim [3 ]
Riaz, Muhammad [4 ]
Khan, Neelam [1 ]
机构
[1] Abdul Wali Khan Univ Mardan, Dept Math, Mardan 23200, Pakistan
[2] Umm Al Qura Univ, Dept Math Deanship Appl Sci, Mecca 24231, Saudi Arabia
[3] Univ Malaysia Terengganu, Fac Ocean Engn Technol & Informat, Programme Math, Kuala Nerus 21030, Terengganu, Malaysia
[4] Univ Punjab, Dept Math, Lahore 54590, Pakistan
来源
SYMMETRY-BASEL | 2023年 / 15卷 / 01期
关键词
complex fractional orthotriple fuzzy set; fuzzy decision making; 2-tuple linguistic representation model; Maclaurin's symmetric mean operator; BONFERRONI OPERATORS; TOPSIS METHOD; MODEL; SETS;
D O I
10.3390/sym15010251
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
In this research, we provide tools to overcome the information loss limitation resulting from the requirement to estimate the results in the discrete initial expression domain. Through the use of 2-tuples, which are made up of a linguistic term and a numerical value calculated between [0.5,0.5), the linguistic information will be expressed. This model supports continuous representation of the linguistic data within its scope, permitting it to express any information counting received through an aggregation procedure. This study provides a novel approach to develop a linguistic multi-attribute group decision-making (MAGDM) approach with complex fractional orthotriple fuzzy 2-tuple linguistic (CFOF2TL) assessment details. Initially, the concept of a complex fractional orthotriple fuzzy 2-tuple linguistic set (CFO2TLS) is proposed to convey uncertain and fuzzy information. In the meantime, simple aggregation operators, such as CFOF2TL weighted average and geometric operators, are defined. In addition, the CFOF2TL Maclaurin's symmetric mean (CFOF2TLMSM) operators and their weighted shapes are presented, and their attractive characteristics are also discussed. A new MAGDM approach is built using the developed aggregation operators to address managing economic crises under COVID-19 with the CFOF2TL information. As a result, the effectiveness and robustness of the developed method are accompanied by an empirical example, and a comparative study is carried out by contrasting it with previous approaches.
引用
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页数:38
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