Possibility Fermatean Interval Valued Fuzzy Soft Set and Their Application to Decision Making Framework

In this paper, we introduce the theory of possibility Fermatean interval valued fuzzy soft (PFIVFS) set and its application to real life problems. The PFIVFS set is a generalization of Pythagorean fuzzy soft and soft set. We define some operations consist of complement, union, intersection, AND and OR. Notably, we show DeMorgan’s laws and associative laws and distributive laws are valid in PFIVFS set theory. We discuss the need to buy a laptop and find several stages for consumer goes through before purchasing a product. We propose an algorithm to solve the decision making problem based on soft set method. To compare PFIVFS set and Fermatean interval valued fuzzy soft (FIVFS) set for dealing with decision making problems, we find a similarity measure. Finally, an illustrative example is discussed to prove that they can be effectively used to solve problems with uncertainties.

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Publication Details

Journal
International Journal of Analysis and Applications
Published
2025-03-17
DOI
https://doi.org/10.28924/2291-8639-23-2025-70
Primary Topic
Fuzzy and Soft Set Theory
Type
article
Field-Weighted Citation Impact
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article

Possibility Fermatean Interval Valued Fuzzy Soft Set and Their Application to Decision Making Framework

ELsiddig Idriss Mohamed, G. Muhiuddin, M. Palanikumar, Mohamed E. A. Elnair et al.
International Journal of Analysis and Applications
Fuzzy and Soft Set Theory
article

Possibility Fermatean Interval Valued Fuzzy Soft Set and Their Application to Decision Making Framework

ELsiddig Idriss Mohamed, G. Muhiuddin, M. Palanikumar, Mohamed E. A. Elnair, Hussein Eledum, Sivakumar Pushparaj
article en

Abstract

In this paper, we introduce the theory of possibility Fermatean interval valued fuzzy soft (PFIVFS) set and its application to real life problems. The PFIVFS set is a generalization of Pythagorean fuzzy soft and soft set. We define some operations consist of complement, union, intersection, AND and OR. Notably, we show DeMorgan’s laws and associative laws and distributive laws are valid in PFIVFS set theory. We discuss the need to buy a laptop and find several stages for consumer goes through before purchasing a product. We propose an algorithm to solve the decision making problem based on soft set method. To compare PFIVFS set and Fermatean interval valued fuzzy soft (FIVFS) set for dealing with decision making problems, we find a similarity measure. Finally, an illustrative example is discussed to prove that they can be effectively used to solve problems with uncertainties.

International Journal of Analysis and ApplicationsVol. 23
Openalex Percentile: Top 94%
Fuzzy and Soft Set Theory
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Possibility Fermatean Interval Valued Fuzzy Soft Set and Their Application to Decision Making Framework — ELsiddig Idriss Mohamed, G. Muhiuddin, et al. · International Journal of Analysis and Applications (2025) | TGRS Research Map | TGRS