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Time for a New Player in Business Analytics: An MCDM Scheme Based on One-Dimensional Uncertain Linguistic Interval-Valued Neutrosophic Fuzzy Data

Authors :
Adil Darvesh
Khalid Naeem
Syeda Mifzalah Bukhari
Manuel Sánchez-Chero
Gilder-Cieza-Altamirano
Rafaél Artidoro Sandoval Núñez
Luis Antonio Pozo-Suclupe
Iván Pedro Coronado Zuloeta
Source :
Neutrosophic Sets and Systems, Vol 61, Pp 210-259 (2023)
Publication Year :
2023
Publisher :
University of New Mexico, 2023.

Abstract

Pooling the opinions of the decision makers about premier alternative from a list of given choices is the most crucial phenomenon theory of decision making. The MSM operator is an effective approach and can identify the collective connection among various input viewpoints. So, tacking the fully benefit of MSM operator, this paper presents a new novel in depth investigation of MSM in context of Neutrosophic fuzzy variables. Initially we developed the structure of One-dimension uncertain linguistic interval valued neutrosophic fuzzy variables, deliberate their fundamental properties along with meaningful laws. Moreover, we encompass the MSM operator to the extent of one dimensional uncertain-linguistic Neutrosophic fuzzy variables and introduced some novel aggregations operators including one-dimensional uncertain linguistic interval-valued Neutrosophic fuzzy, weighted fuzzy and ordered weighted fuzzy McLaurin symmetric mean operator. The practical utilization of the proposed aggregation operators in business analytic are also included in the paper. In last comparison is made between current vs old studies which proved solidity and reliability of the new operator’s vs existing operators in the literature.

Details

Language :
English
ISSN :
10436499, 23316055, and 2331608X
Volume :
61
Database :
Directory of Open Access Journals
Journal :
Neutrosophic Sets and Systems
Publication Type :
Academic Journal
Accession number :
edsdoj.9b119bb638c34c539f0a8aba3fc19c6d
Document Type :
article
Full Text :
https://doi.org/10.5281/zenodo.10436499