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Construction and numerical analysis of a fuzzy non-standard computational method for the solution of an SEIQR model of COVID-19 dynamics

Fazal Dayan, Nauman Ahmed, Muhammad Rafiq, Ali Akgül, Ali Raza, Muhammad Ahmad, Fahd Jarad

2022AIMS Mathematics19 citationsDOIOpen Access PDF

Abstract

<abstract> <p>This current work presents an SEIQR model with fuzzy parameters. The use of fuzzy theory helps us to solve the problems of quantifying uncertainty in the mathematical modeling of diseases. The fuzzy reproduction number and fuzzy equilibrium points have been derived focusing on a model in a specific group of people having a triangular membership function. Moreover, a fuzzy non-standard finite difference (FNSFD) method for the model is developed. The stability of the proposed method is discussed in a fuzzy sense. A numerical verification for the proposed model is presented. The developed FNSFD scheme is a reliable method and preserves all the essential features of a continuous dynamical system.</p> </abstract>

Topics & Concepts

Fuzzy logicMathematicsFuzzy numberStability (learning theory)Applied mathematicsScheme (mathematics)Fuzzy control systemDefuzzificationMathematical optimizationComputer scienceFuzzy setArtificial intelligenceMathematical analysisMachine learningMathematical and Theoretical Epidemiology and Ecology ModelsCOVID-19 epidemiological studiesFuzzy Systems and Optimization