The tools of kinetic theory allow to describe the dynamics and evolution of a system composed of stochastically interacting particles. The interaction is modeled by means of two classes of parameters, i.e. interaction rates and transition probabilities. Therefore, a system of nonlinear ordinary differential equations is derived. Nevertheless, in general, this structure does not consider the action of an external environment. This paper aims at providing a new kinetic model where an external action occurs. Specifically, this action over the system is modeled by introducing an external force field. Then, a new kinetic model is derived, and some analytical results towards the solution of the related Cauchy problem are provided, in the conservative case: existence, uniqueness, positivity and boundedness. Finally, an application in the contest of mathematical epidemiology is given; the new kinetic framework is characterized for three classical compartmental models: SIR, SEIIR and SEIIRS. Stability results and numerical simulations, in agreement with classical theory, confirm the adherence to reality of this new model.
Menale M., Munafo C.F. (2023). A kinetic framework under the action of an external force field: Analysis and application in epidemiology. CHAOS, SOLITONS AND FRACTALS, 174 [10.1016/j.chaos.2023.113801].
A kinetic framework under the action of an external force field: Analysis and application in epidemiology
Munafo C. F.
2023-01-01
Abstract
The tools of kinetic theory allow to describe the dynamics and evolution of a system composed of stochastically interacting particles. The interaction is modeled by means of two classes of parameters, i.e. interaction rates and transition probabilities. Therefore, a system of nonlinear ordinary differential equations is derived. Nevertheless, in general, this structure does not consider the action of an external environment. This paper aims at providing a new kinetic model where an external action occurs. Specifically, this action over the system is modeled by introducing an external force field. Then, a new kinetic model is derived, and some analytical results towards the solution of the related Cauchy problem are provided, in the conservative case: existence, uniqueness, positivity and boundedness. Finally, an application in the contest of mathematical epidemiology is given; the new kinetic framework is characterized for three classical compartmental models: SIR, SEIIR and SEIIRS. Stability results and numerical simulations, in agreement with classical theory, confirm the adherence to reality of this new model.File | Dimensione | Formato | |
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