Minimizing epidemic duration and size by using limited resources: an optimal control approach

29/05/2020 to 29/05/2020 https://us02web.zoom.us/j/86895990524?pwd=K1ZNV3ZTcjI5ZlUyUHl2bDZuejF3Zz09 Rossella Della Marca - University of Parma, Italy

Abstract

The main indicators of the severity of an epidemic outbreak are not only the disease prevalence or incidence levels, but also the time needed for the eradication. However, few attempts have been made to address the problem of minimizing the epidemic duration from a theoretical point of view by using optimal control theory. To this aim, we consider a time-optimal control application to a SIR basic model implementing two alternative strategies: vaccination and isolation. The problem is subject to several constraints, including limitations on the maximum rate of control efforts and on the total amount of resources available during the whole outbreak. Applying the Pontryagin minimum principle we prove that only bang-bang controls with at most two switching times are admissible. Numerical simulations support the analytic findings and highlight the role of the accounted restrictions. Finally, a more general control problem is presented in order to minimize both epidemic duration and size.

 

Webinar via Zoom: 
 
Topic: Webinar SGC - 29-05-2020
Time: May 29, 2020 02:00 PM Lisbon
 
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Meeting ID: 868 9599 0524
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Published/edited at: 24/05/2020

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