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q-Rung Orthopair Fuzzy Improved Power Weighted Operators For Solving Group Decision-Making Issues.

Authors :
Saha, Abhijit
Ecer, Fatih
Chatterjee, Prasenjit
Senapati, Tapan
Zavadskas, Edmundas Kazimieras
Source :
Informatica; 2022, Vol. 33 Issue 4, p593-621, 29p
Publication Year :
2022

Abstract

This paper proposes a new multi-criteria group decision-making (MCGDM) method utilizing q-rung orthopair fuzzy (qROF) sets, improved power weighted operators and improved power weighted Maclaurin symmetric mean (MSM) operators. The power weighted averaging operator and power weighted Maclaurin symmetric mean (MSM) operator used in the existing MCGDM methods have the drawback of being unable to distinguish the priority order of alternatives in some scenarios, especially when one of the qROF numbers being considered has a non-belongingness grade of 0 or a belongingness grade of 1. To address this limitation of existing MCGDM methods, four operators, namely qROF improved power weighted averaging (qROFIPWA), qROF improved power weighted geometric (qROFIPWG), qROF improved power weighted averaging MSM (qROFIPWAMSM) and qROF improved power weighted geometric MSM (qROFIPWGMSM), are proposed in this paper. These operators mitigate the effects of erroneous assessment of information from some biased decision-makers, making the decision-making process more reliable. Following that, a group decision-making methodology is developed that is capable of generating a reasonable ranking order of alternatives when one of the qROF numbers considered has a non-belongingness grade of 0 or a belongingness grade of 1. To investigate the applicability of the proposed approach, a case study is also presented and a comparison-based investigation is used to demonstrate the superiority of the approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08684952
Volume :
33
Issue :
4
Database :
Complementary Index
Journal :
Informatica
Publication Type :
Academic Journal
Accession number :
159534611
Full Text :
https://doi.org/10.15388/22-INFOR496