Pythagorean Fuzzy Soft Einstein Ordered Weighted Average Operator in Sustainable Supplier Selection Problem

Author:

Zulqarnain Rana Muhammad1ORCID,Siddique Imran2ORCID,Ahmad Shahzad1,Iampan Aiyared3ORCID,Jovanov Goran4ORCID,Vranješ Đorđe5ORCID,Vasiljević Jovica6

Affiliation:

1. Department of Mathematics, School of Science, University of Management and Technology, Sialkot Campus, Lahore, Pakistan

2. Department of Mathematics, School of Science, University of Management and Technology, Lahore 54770, Pakistan

3. Department of Mathematics, School of Science, University of Phayao, Mae Ka, Mueang, Phayao 56000, Thailand

4. University of Criminal Investigation and Police Studies, Department of Forensics, Cara Dušana 196, 11080 Belgrade, Serbia

5. Environ, D.O.O, Čukarička 9, Belgrade, Serbia

6. City Secretary, City Administration of Belgrade, Secretariat for Public Transport, 43-45 27 Marta Street, 11000 Belgrade, Serbia

Abstract

Pythagorean fuzzy soft set (PFSS) is the most influential and operative extension of the Pythagorean fuzzy set (PFS), which contracts with the parametrized standards of the substitutes. It is also a generalized form of the intuitionistic fuzzy soft set (IFSS) and delivers a well and accurate estimation in the decision-making (DM) procedure. The primary purpose is to prolong and propose ideas related to Einstein’s ordered weighted aggregation operator from fuzzy to PFSS, comforting the condition that the sum of the degrees of membership function and nonmembership function is less than one and the sum of the squares of the degree of membership function and nonmembership function is less than one. We present a novel Pythagorean fuzzy soft Einstein ordered weighted averaging (PFSEOWA) operator based on operational laws for Pythagorean fuzzy soft numbers. Furthermore, some essential properties such as idempotency, boundedness, and homogeneity for the proposed operator have been presented in detail. The choice of a sustainable supplier is also examined as an essential part of sustainable supply chain management (SSCM) and is considered a crucial multiattribute group decision-making (MAGDM) issue. In some MAGDM problems, the relationship between alternatives and uncertain environments will be the main reason for deficient consequences. We have presented a novel aggregation operator for PFSS information to choose sustainable suppliers to cope with those complex issues. The Pythagorean fuzzy soft number (PFSN) helps to represent the obscure information in such real-world perspectives. The priority relationship of PFSS details is beneficial in coping with SSCM. The proposed method’s effectiveness is proved by comparing advantages, effectiveness, and flexibility among the existing studies.

Publisher

Hindawi Limited

Subject

General Engineering,General Mathematics

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