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Extensions of power aggregation operators for decision making based on complex picture fuzzy knowledge.

Authors :
Liu, Peide
Akram, Muhammad
Bashir, Ayesha
Source :
Journal of Intelligent & Fuzzy Systems. 2020, Vol. 40 Issue 1, p1107-1128. 22p.
Publication Year :
2021

Abstract

This article puts forward an innovative notion of complex picture fuzzy set (CPFS) which is particularly an extension and a generalization of picture fuzzy sets (PFSs) by the addition of phase term in the description of PFSs. The uniqueness of CPFS lies in the capability to manage the uncertainty and periodicity, simultaneously, due to the presence of phase term which broadens the range of CPFS from a real plane to the complex plane of unit disk. We describe and verify the fundamental operations and properties of CPFSs. We introduce the aggregation operators, namely; complex picture fuzzy power averaging and complex picture fuzzy power geometric operators in CPFSs environment, based on weighted and ordered weighted averaging and geometric operators. We construct multi-criteria decision making (MCDM) problem, using these operators and describe a numerical example to illustrate the validity and competence of this article. Finally, we discuss the advantages of this generalized concept of aggregation technique and analyze a comparative study to demonstrate the superiority and consistency of our model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10641246
Volume :
40
Issue :
1
Database :
Academic Search Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
147927896
Full Text :
https://doi.org/10.3233/JIFS-201385