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Trapezoidal type-2 Pythagorean fuzzy TODIM approach for sensible decision-making with unknown weights in the presence of hesitancy

Authors :
Nasser Aedh Alreshidi
Muhammad Rahim
Fazli Amin
Abdulaziz Alenazi
Source :
AIMS Mathematics, Vol 8, Iss 12, Pp 30462-30486 (2023)
Publication Year :
2023
Publisher :
AIMS Press, 2023.

Abstract

Motivated by the concept of type-2 fuzzy sets, we introduce a novel framework known as trapezoidal type-2 Pythagorean fuzzy sets (TRT-2-PFSs), an extension of triangular fuzzy sets. Basic operations like addition and scalar multiplication of two TRT-2-Pythagorean fuzzy numbers (TRT-2-PFNs) are defined. We also explore comparative analysis and distance measurements between two TRT-2-PFNs. A methodology for evaluating unknown weight vectors and criteria weights is proposed. Building upon TRT-2-PFSs, an extension of the TODIM (an acronym in Portuguese of interactive and multi-criteria decision-making) method is developed to address intricate decision-making challenges. Ultimately, the newly introduced TRT-2-PFS-based TODIM technique is employed to tackle multi-criteria decision-making (MCDM) problems.

Details

Language :
English
ISSN :
24736988
Volume :
8
Issue :
12
Database :
Directory of Open Access Journals
Journal :
AIMS Mathematics
Publication Type :
Academic Journal
Accession number :
edsdoj.14bb351867fe4bf6a82c4ef2af81832c
Document Type :
article
Full Text :
https://doi.org/10.3934/math.20231556?viewType=HTML