We devise a theoretical model for the optimal dynamical control of an infectious disease whose diffusion is described by the SVIR compartmental model. The control is realized through implementing social rules to reduce the disease’s spread, which often implies substantial economic and social costs. We model this trade-off by introducing a functional depending on three terms: a social cost function, the cost supported by the healthcare system for the infected population, and the cost of the vaccination campaign. Using the Pontryagin’s Maximum Principle, we give conditions for the existence of the optimal policy, which we characterize explicitly in three instances of the social cost function, the linear, quadratic and exponential models, respectively. Finally, we present a set of results on the numerical solution of the optimally controlled system by using Italian data from the recent Covid–19 pandemic for the model calibration.

Ramponi, A., Tessitore, M.e. (2022). The Economic Cost of Social Distancing During a Pandemic: An Optimal Control Approach in the SVIR Model [Rapporto tecnico] [10.2139/ssrn.4188674].

The Economic Cost of Social Distancing During a Pandemic: An Optimal Control Approach in the SVIR Model

Alessandro Ramponi
;
Maria Elisabetta Tessitore
2022-08-30

Abstract

We devise a theoretical model for the optimal dynamical control of an infectious disease whose diffusion is described by the SVIR compartmental model. The control is realized through implementing social rules to reduce the disease’s spread, which often implies substantial economic and social costs. We model this trade-off by introducing a functional depending on three terms: a social cost function, the cost supported by the healthcare system for the infected population, and the cost of the vaccination campaign. Using the Pontryagin’s Maximum Principle, we give conditions for the existence of the optimal policy, which we characterize explicitly in three instances of the social cost function, the linear, quadratic and exponential models, respectively. Finally, we present a set of results on the numerical solution of the optimally controlled system by using Italian data from the recent Covid–19 pandemic for the model calibration.
Rapporto tecnico
30-ago-2022
Rilevanza internazionale
Settore SECS-S/06
English
optimal control, social distancing, SVIR Epidemic Model, Pontryagin’s maximum principle
Ramponi, A., Tessitore, M.e. (2022). The Economic Cost of Social Distancing During a Pandemic: An Optimal Control Approach in the SVIR Model [Rapporto tecnico] [10.2139/ssrn.4188674].
Ramponi, A; Tessitore, Me
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/339964
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