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The cosine similarity measures of spherical fuzzy sets and their applications in decision making.

Authors :
Rafiq, Muhammad
Ashraf, Shahzaib
Abdullah, Saleem
Mahmood, Tahir
Muhammad, Shakoor
Source :
Journal of Intelligent & Fuzzy Systems; 2019, Vol. 36 Issue 6, p6059-6073, 15p
Publication Year :
2019

Abstract

The novel concept of spherical fuzzy set consists of positive, neutral and negative membership grades which satisfy the conditions that the square sum of its membership grades is less than or equal to 1. In this paper, we investigate the family of novel similarity measures between spherical fuzzy sets based on cosine function by considering the positive, neutral, negative and refusal grades in SFSs. To implement the proposed similarity measures, we provide some numerical applications of decision-making problems. A comparative study of the proposed and existing similarity measures is established. The proposed method is more advance as compare to the previous all reflexive. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10641246
Volume :
36
Issue :
6
Database :
Complementary Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
137036900
Full Text :
https://doi.org/10.3233/JIFS-181922