Measures of Distance and Entropy Based on the Fermatean Fuzzy-Type Soft Sets Approach

Authors : Murat Kirisci

Pages : 12-29

Doi:10.32323/ujma.1379260

View : 108 | Download : 167

Publication Date : 2024-03-18

Article Type : Research Paper

Abstract :The definition of Fermatean fuzzy soft sets and some of its features are introduced in this study. A Fermatean fuzzy soft set is a parameterized family of Fermatean fuzzy sets and a generalization of intuitionistic and Pythagorean fuzzy soft sets. This paper presents a definition of the Fermatean fuzzy soft entropy. Also acquired are the formulae for standard distance measures such as Hamming and Euclidean distance. Other formulas have also been proposed for calculating the entropy and distance measurements of FFSSs. Even if the entropy and distance measures are defined for other set extensions, they cannot be applied directly to Fermatean fuzzy soft sets. It can be used to determine the uncertainty associated with a Fermatean fuzzy soft set, discover similarities between any two Fermatean fuzzy soft sets using the proposed distance measures, and compare it to other existing structures in the literature. Fermatean fuzzy soft set applications in decision-making and pattern recognition difficulties are also examined. Finally, comparison studies with other known equations are performed.
Keywords : Decision making, Entropy, Fermatean fuzzy soft set, Missile position estimation