Epidemic management with admissible and robust invariant sets.
We present a detailed set-based analysis of the well-known SIR and SEIR epidemic models subjected to hard caps on the proportion of infective individuals, and bounds on the allowable intervention strategies, such as social distancing, quarantining and vaccination. We describe the admissible and maxi...
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Public Library of Science (PLoS)
2021
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oai:doaj.org-article:02e04eeeb0864146ab88bd8b0d0b39722021-12-02T20:08:01ZEpidemic management with admissible and robust invariant sets.1932-620310.1371/journal.pone.0257598https://doaj.org/article/02e04eeeb0864146ab88bd8b0d0b39722021-01-01T00:00:00Zhttps://doi.org/10.1371/journal.pone.0257598https://doaj.org/toc/1932-6203We present a detailed set-based analysis of the well-known SIR and SEIR epidemic models subjected to hard caps on the proportion of infective individuals, and bounds on the allowable intervention strategies, such as social distancing, quarantining and vaccination. We describe the admissible and maximal robust positively invariant (MRPI) sets of these two models via the theory of barriers. We show how the sets may be used in the management of epidemics, for both perfect and imperfect/uncertain models, detailing how intervention strategies may be specified such that the hard infection cap is never breached, regardless of the basic reproduction number. The results are clarified with detailed examples.Willem EsterhuizenJean LévineStefan StreifPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 16, Iss 9, p e0257598 (2021) |
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Medicine R Science Q |
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Medicine R Science Q Willem Esterhuizen Jean Lévine Stefan Streif Epidemic management with admissible and robust invariant sets. |
description |
We present a detailed set-based analysis of the well-known SIR and SEIR epidemic models subjected to hard caps on the proportion of infective individuals, and bounds on the allowable intervention strategies, such as social distancing, quarantining and vaccination. We describe the admissible and maximal robust positively invariant (MRPI) sets of these two models via the theory of barriers. We show how the sets may be used in the management of epidemics, for both perfect and imperfect/uncertain models, detailing how intervention strategies may be specified such that the hard infection cap is never breached, regardless of the basic reproduction number. The results are clarified with detailed examples. |
format |
article |
author |
Willem Esterhuizen Jean Lévine Stefan Streif |
author_facet |
Willem Esterhuizen Jean Lévine Stefan Streif |
author_sort |
Willem Esterhuizen |
title |
Epidemic management with admissible and robust invariant sets. |
title_short |
Epidemic management with admissible and robust invariant sets. |
title_full |
Epidemic management with admissible and robust invariant sets. |
title_fullStr |
Epidemic management with admissible and robust invariant sets. |
title_full_unstemmed |
Epidemic management with admissible and robust invariant sets. |
title_sort |
epidemic management with admissible and robust invariant sets. |
publisher |
Public Library of Science (PLoS) |
publishDate |
2021 |
url |
https://doaj.org/article/02e04eeeb0864146ab88bd8b0d0b3972 |
work_keys_str_mv |
AT willemesterhuizen epidemicmanagementwithadmissibleandrobustinvariantsets AT jeanlevine epidemicmanagementwithadmissibleandrobustinvariantsets AT stefanstreif epidemicmanagementwithadmissibleandrobustinvariantsets |
_version_ |
1718375221866528768 |