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Cubic Pythagorean fuzzy sets and their application to multi-attribute decision making with unknown weight information.

Authors :
Abbas, Syed Zaheer
Ali Khan, Muhammad Sajjad
Abdullah, Saleem
Sun, Huafei
Hussain, Fawad
Source :
Journal of Intelligent & Fuzzy Systems; 2019, Vol. 37 Issue 1, p1529-1544, 16p
Publication Year :
2019

Abstract

Pythagorean fuzzy sets (PFSs) and interval-valued Pythagorean fuzzy sets (IVPFSs) play a vital role in decision-making processes. In this paper based on PFS and IVPFS we introduce the concept of Cubic Pythagorean fuzzy set in which membership degree is an IVPFS and non-membership degree is a PFS. We define some basic operation of Cubic Pythagorean fuzzy numbers (CPFNs). We define score and accuracy functions to compare CPFNs. We also define distance between CPFNs. Based on the defined operations we develop Cubic Pythagorean fuzzy weighted averaging (CPFWA) operator and Cubic Pythagorean fuzzy weighted geometric (CPFWG) operator. We discuss some properties of the developed operators such as idempotancy, boundedness and monotonicity. Moreover, we give a multi-attribute decision making, to show the validity and effectiveness of the developed approach. Finally, we compare our approach with the existing methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10641246
Volume :
37
Issue :
1
Database :
Complementary Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
137413907
Full Text :
https://doi.org/10.3233/JIFS-18382