Optimal control of a reaction–diffusion model related to the spread of COVID-19

Author:

Colli Pierluigi1ORCID,Gilardi Gianni1ORCID,Marinoschi Gabriela2ORCID,Rocca Elisabetta1ORCID

Affiliation:

1. Dipartimento di Matematica “F. Casorati”, IMATI-CNR Pavia Università di Pavia, via Ferrata 5, 27100 Pavia, Italy

2. Gheorghe Mihoc-Caius Iacob, Institute of Mathematical Statistics and Applied Mathematics of the Romanian Academy, Calea 13, Septembrie 13, 050711 Bucharest, Romania

Abstract

This paper is concerned with the well-posedness and optimal control problem of a reaction–diffusion system for an epidemic susceptible–exposed–infected–recovered–susceptible mathematical model in which the dynamics develops in a spatially heterogeneous environment. Using as control variables the transmission rates [Formula: see text] and [Formula: see text] of contagion resulting from the contact with both asymptomatic and symptomatic persons, respectively, we optimize the number of exposed and infected individuals at a final time [Formula: see text] of the controlled evolution of the system. More precisely, we search for the optimal [Formula: see text] and [Formula: see text] such that the number of infected plus exposed does not exceed at the final time a threshold value [Formula: see text], fixed a priori. We prove here the existence of optimal controls in a proper functional framework and we derive the first-order necessary optimality conditions in terms of the adjoint variables.

Funder

Italian CNR and the Romanian Academy

Ministry of Research Innovation and Digitization, CNCS-UEFISCDI

Publisher

World Scientific Pub Co Pte Ltd

Subject

Applied Mathematics,Analysis

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