EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models
Modeling the dynamics of epidemics helps to propose control strategies based on pharmaceuticaland non-pharmaceutical interventions (contact limitation, lockdown, vaccination,etc). Hand-designing such strategies is not trivial because of the number of possibleinterventions and the difficulty to predict long-term effects. This task can be cast as an optimization problem where state-of-the-art machine …