Generalized q-rung picture linguistic aggregation operators and their application in decision making

被引:4
|
作者
Ali, Jawad [1 ,2 ]
Naeem, Muhammad [3 ]
Mahmood, Waqas [1 ]
机构
[1] Quaid I Azam Univ, Dept Math, Islamabad, Pakistan
[2] Kohat Univ Sci & Technol, Inst Numer Sci, Kpk, Pakistan
[3] Deanship Joint First Year Umm Al Qura Univ, Makkah, Ksa, Pakistan
关键词
q-rung-Picture linguistic fuzzy set; generalized operations; generalized aggregation operators; entropy; decisionmaking;
D O I
10.3233/JIFS-222292
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The q-rung picture linguistic set (q-RPLS) is an effective tool for managing complex and unpredictable information by changing the parameter `q' regarding hesitancy degree. In this article, we devise some generalized operational laws of qRPLS in terms of the Archimedean t-norm and t-conorm. Based on the proposed generalized operations, we define two types of generalized aggregation operators, namely the q-rung picture linguistic averaging operator and the q-rung picture linguistic geometric operator, and study their relevant characteristics in-depth. With a view toward applications, we discuss certain specific cases of the proposed generalized aggregation operators with a range of parameter values. Furthermore, we explore q-rung picture linguistic distance measure and its required axioms. Then we put forward a technique for q-RPLSs based on the proposed aggregation operators and distance measure to solve multi-attribute decision-making (MADM) challenges with unknown weight information. At last, a practical example is presented to demonstrate the suggested approaches' viability and to perform the sensitivity and comparison analysis.
引用
收藏
页码:4419 / 4443
页数:25
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