Intuitionistic fuzzy set of Γ -submodules and its application in modeling spread of viral diseases, mutated COVID- n, via flights

Int J Intell Syst. 2022 Aug;37(8):5134-5151. doi: 10.1002/int.22754. Epub 2021 Nov 19.

Abstract

In this study, we generalize fuzzy Γ -module, as intuitionistic fuzzy Γ -submodule of Γ -module (IF Γ M), and utilize it for modeling the spread of coronavirus in air travels. Certain fundamental features of intuitionistic fuzzy Γ -submodule are provided, and it is proved that IF Γ M can be considered as a complete lattice. Some elucidatory examples are demonstrated to explain the properties of IF Γ M. The relevance between the upper and lower α -level cut and intuitionistic fuzzy Γ -submodules are presented and the characteristics of upper and lower under image and inverse image of IF Γ M are acquired. It is verified that the image and inverse image of intuitionistic fuzzy Γ -submodule are preserved under the module homomorphism. The obtained IF Γ M is used to model the aerial transition of viral diseases, that is, COVID-n, via flights.

Keywords: homomorphism; image and inverse image; intuitionistic fuzzy set; intuitionistic fuzzy Γ‐submodule; level subsets.