MPC without terminal ingredients tailored to the SEIR compartmental epidemic model

We consider the SEIR compartmental epidemic model subject to state and input constraints (a cap on the proportion of infectious individuals and limits on the allowed social distancing and quarantining measures, respectively). We present a tailored model predictive control (MPC) scheme without terminal conditions. We rigorously show recursive feasibility and asymptotic convergence of the MPC closed loop to the continuum of disease-free equilibrium points for suitably designed quadratic running cost and a sufficiently long prediction horizon (forecast window). Moreover, we establish the viability kernel (a.k.a. the admissible set) as a domain of attraction of the continuum of equilibria.

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Publication Details

Journal
Systems & Control Letters
Published
2024-09-20
DOI
https://doi.org/10.1016/j.sysconle.2024.105908
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
0.00
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article

MPC without terminal ingredients tailored to the SEIR compartmental epidemic model

Karl Worthmann, Stefan Streif, Willem Esterhuizen, Philipp Sauerteig
Systems & Control Letters
COVID-19 epidemiological studies
article

MPC without terminal ingredients tailored to the SEIR compartmental epidemic model

Karl Worthmann, Stefan Streif, Willem Esterhuizen, Philipp Sauerteig
article en

Abstract

We consider the SEIR compartmental epidemic model subject to state and input constraints (a cap on the proportion of infectious individuals and limits on the allowed social distancing and quarantining measures, respectively). We present a tailored model predictive control (MPC) scheme without terminal conditions. We rigorously show recursive feasibility and asymptotic convergence of the MPC closed loop to the continuum of disease-free equilibrium points for suitably designed quadratic running cost and a sufficiently long prediction horizon (forecast window). Moreover, we establish the viability kernel (a.k.a. the admissible set) as a domain of attraction of the continuum of equilibria.

Systems & Control LettersVol. 193
Good health and well-being
Openalex Percentile: Top 83%
COVID-19 epidemiological studies
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MPC without terminal ingredients tailored to the SEIR compartmental epidemic model — Karl Worthmann, Stefan Streif, et al. · Systems & Control Letters (2024) | TGRS Research Map | TGRS