In this paper, we introduce an approach to the management of infectious disease diffusion through the formulation of a controlled compartmental SVIR (susceptible–vaccinated–infected–recovered) model. We consider a cost functional encompassing three distinct yet interconnected dimensions: the social cost, the disease cost, and the vaccination cost. The proposed model addresses the pressing need for optimized strategies in disease containment, incorporating both social control measures and vaccination campaigns. Through the utilization of advanced control theory, we identify optimal control strategies that mitigate disease proliferation while considering the inherent trade-offs among social interventions and vaccination efforts. Finally, we present the results from a simulation-based study employing a numerical implementation of the optimally controlled system through the forward–backward sweep algorithm. The baseline model considered incorporates parameters representative of typical values observed during the recent pandemic outbreak.

Ramponi, A., Tessitore, M.e. (2024). Optimal Social and Vaccination Control in the SVIR Epidemic Model. MATHEMATICS, 12(7).

Optimal Social and Vaccination Control in the SVIR Epidemic Model

Alessandro Ramponi;Maria Elisabetta Tessitore
2024-03-01

Abstract

In this paper, we introduce an approach to the management of infectious disease diffusion through the formulation of a controlled compartmental SVIR (susceptible–vaccinated–infected–recovered) model. We consider a cost functional encompassing three distinct yet interconnected dimensions: the social cost, the disease cost, and the vaccination cost. The proposed model addresses the pressing need for optimized strategies in disease containment, incorporating both social control measures and vaccination campaigns. Through the utilization of advanced control theory, we identify optimal control strategies that mitigate disease proliferation while considering the inherent trade-offs among social interventions and vaccination efforts. Finally, we present the results from a simulation-based study employing a numerical implementation of the optimally controlled system through the forward–backward sweep algorithm. The baseline model considered incorporates parameters representative of typical values observed during the recent pandemic outbreak.
mar-2024
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore SECS-S/06
Settore STAT-04/A - Metodi matematici dell'economia e delle scienze attuariali e finanziarie
English
Optimal control; Economics; SVIR epidemic model
Ramponi, A., Tessitore, M.e. (2024). Optimal Social and Vaccination Control in the SVIR Epidemic Model. MATHEMATICS, 12(7).
Ramponi, A; Tessitore, Me
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/386483
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