Evidence map›Paper›PMID 40033082›Full record

ArticleScientific reports2025

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

Jawad Ali, Usman Khalid, Muhammad Ahsan Binyamin, Muhammed Ibrahem Syam, Zunaira Usman

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 authors.

Jawad AliDepartment of Mathematics, Quaid-i-Azam University, 45320, Islamabad, Pakistan.
Usman KhalidDepartment of Mathematics, Government College University Faisalabad, 38000, Faisalabad, Pakistan.
Muhammad Ahsan BinyaminDepartment of Mathematics, Government College University Faisalabad, 38000, Faisalabad, Pakistan.
Muhammed Ibrahem SyamDepartment of Mathematical Sciences, United Arab Emirates University, 15551, Al-Ain, UAE. m.syam@uaeu.ac.ae.
Zunaira UsmanDepartment of Computational and Applied Mathematics, University of Erlangen-Nuremberg, 91058, Erlangen, Germany.

Funding

United Arab Emirates University Grant number 12S116
6 · The paper itself

Abstract

The q-rung picture fuzzy sets act as a proficient and extensive extension of q-rung orthopair fuzzy sets and picture fuzzy sets within fuzzy set theory. The parameter q and the three real-valued membership functions enable us to perform better than existing approaches in describing mysterious data. Here, we built aggregation operators for the q-RPLFS framework using the Schweizer and Sklar (SS) operations. We introduced and analyzed several kinds of aggregation operators in detail, including the q-rung picture linguistic SS weighted averaging operator (q-RPLSSAO) and the q-rung picture linguistic SS geometric operator (q-RPLSSGO). The q-RPLFS framework for solving MADM problems contains SS t-norms and t-conorms, allowing the generated operators to make the information aggregation technique more flexible than existing ones. Additionally, we described a numerical example to support the applicability and advantages of the suggested approach. To confirm the accuracy and feasibility of the suggested approaches, comparison results with the current methods are also provided.

Indexed as

MADMPower aggregation operatorsQ-rung orthopair fuzzy setsQ-rung picture linguistic fuzzy setsSchweizer and Sklar (SS) norms

Identifiers

PMID40033082
PMCPMC11876618

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