TY - JOUR
T1 - Time for a New Player in Business Analytics
T2 - An MCDM Scheme Based on One-Dimensional Uncertain Linguistic Interval-Valued Neutrosophic Fuzzy Data
AU - Darvesh, Adil
AU - Naeem, Khalid
AU - Bukhari, Syeda Mifzalah
AU - Sánchez-Chero, Manuel
AU - Altamirano, Gilder Cieza
AU - Sandoval Núñez, Rafaél Artidoro
AU - Pozo-Suclupe, Luis Antonio
AU - Coronado Zuloeta, Iván Pedro
N1 - Publisher Copyright:
© (2023), (Neutrosophic Sets and Systems). All rights reserved.
PY - 2023
Y1 - 2023
N2 - 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.
AB - 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.
KW - Aggregation operators
KW - Business analytic
KW - Fuzzy variables
KW - Interval Valued fuzzy Data
KW - Linguistic numbers
KW - MCDM
KW - MSM
UR - https://www.scopus.com/pages/publications/85192690561
U2 - 10.5281/zenodo.10436499
DO - 10.5281/zenodo.10436499
M3 - Artículo
AN - SCOPUS:85192690561
SN - 2331-6055
VL - 61
SP - 210
EP - 259
JO - Neutrosophic Sets and Systems
JF - Neutrosophic Sets and Systems
ER -