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Multiattribute decision making based on power operators for linguistic intuitionistic fuzzy set using set pair analysis.

Authors :
Garg, Harish
Kumar, Kamal
Source :
Expert Systems; Aug2019, Vol. 36 Issue 4, pN.PAG-N.PAG, 1p
Publication Year :
2019

Abstract

The aim of the presented paper is to give a multiattribute decision making (MADM) method under the linguistic intuitionistic fuzzy (LIF) environment using the set pair analysis (SPA) theory. LIF set can express the qualitative information in terms of linguistic variables, whereas the connection number (CN) based on the "identity," "discrepancy," and "contrary" degrees of the SPA theory handles the uncertainties and certainties systems. On the basis of these features, we develop some series of linguistic CN (LCN) power weighted and ordered weighted geometric aggregation operator to aggregate the different LCNs. Several properties of the operators are also studied. Afterward, we present a novel MADM method to solve decisionā€making problems under LIF set environment and illustrate with several examples to validate it. A comparative analysis is also presented to show the results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664720
Volume :
36
Issue :
4
Database :
Complementary Index
Journal :
Expert Systems
Publication Type :
Academic Journal
Accession number :
137967412
Full Text :
https://doi.org/10.1111/exsy.12428