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Modelling contagious viral dynamics: a kinetic approach based on mutual utility.
Bertaglia, Giulia; Pareschi, Lorenzo; Toscani, Giuseppe.
Afiliação
  • Bertaglia G; Department of Environmental and Prevention Sciences, University of Ferrara, Ferrara, Italy.
  • Pareschi L; Maxwell Institute and Department of Mathematics, Heriot-Watt University, Edinburgh, UK.
  • Toscani G; Department of Mathematics and Computer Science, University of Ferrara, Ferrara, Italy.
Math Biosci Eng ; 21(3): 4241-4268, 2024 Feb 26.
Article em En | MEDLINE | ID: mdl-38549326
ABSTRACT
The temporal evolution of a contagious viral disease is modelled as the dynamic progression of different classes of population with individuals interacting pairwise. This interaction follows a binary mechanism typical of kinetic theory, wherein agents aim to improve their condition with respect to a mutual utility target. To this end, we introduce kinetic equations of Boltzmann-type to describe the time evolution of the probability distributions of the multi-agent system. The interactions between agents are defined using principles from price theory, specifically employing Cobb-Douglas utility functions for binary exchange and the Edgeworth box to depict the common exchange area where utility increases for both agents. Several numerical experiments presented in the paper highlight the significance of this mechanism in driving the phenomenon toward endemicity.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doenças Transmissíveis Limite: Humans Idioma: En Revista: Math Biosci Eng Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Itália País de publicação: Estados Unidos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doenças Transmissíveis Limite: Humans Idioma: En Revista: Math Biosci Eng Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Itália País de publicação: Estados Unidos