A Heuristic Approach for Determining Efficient Vaccination Plans under a SARS-CoV-2 Epidemic Model

Vista sencilla de ítem
dc.contributor.authorHazard-Valdés, Claudia
dc.contributor.authorMontero, Elizabeth
dc.date.accessioned2023-09-11T14:50:43Z
dc.date.available2023-09-11T14:50:43Z
dc.date.issued2023-02
dc.descriptionIndexación: Scopus.es
dc.description.abstractIn this work, we propose a local search-based strategy to determine high-quality allocation of vaccines under restricted budgets and time periods. For this, disease spread is modeled as a SEAIR pandemic model. Subgroups are used to understand and evaluate movement restrictions and their effect on interactions between geographical divisions. A tabu search heuristic method is used to determine the number of vaccines and the groups to allocate them in each time period, minimizing the maximum number of infected people at the same time and the total infected population. Available data for COVID-19 daily cases was used to adjust the parameters of the SEAIR models in four study cases: Austria, Belgium, Denmark, and Chile. From these, we can analyze how different vaccination schemes are more beneficial for the population as a whole based on different reproduction numbers, interaction levels, and the availability of resources in each study case. Moreover, from these experiments, a strong relationship between the defined objectives is noticed.es
dc.description.urihttps://www-scopus-com.recursosbiblioteca.unab.cl/record/display.uri?eid=2-s2.0-85149046667&origin=resultslist&sort=plf-f&src=s&sid=e59a2733f0121f8cc584100c6318479e&sot=aff&sdt=aff&sl=34&s=AF-ID%2860002636%29+AND+SUBJAREA%28ENGI%29&relpos=54&citeCnt=0&searchTerm=
dc.identifier.citationMathematics Open Access Volume 11, Issue 4 February 2023 Article number 834es
dc.identifier.doi10.3390/math11040834
dc.identifier.issn22277390
dc.identifier.urihttps://repositorio.unab.cl/xmlui/handle/ria/53116
dc.language.isoenes
dc.publisherMDPIes
dc.rights.licenseAttribution 4.0 International (CC BY 4.0)
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectEpidemiological modelses
dc.subjectHeuristicses
dc.subjectOptimizationes
dc.subjectSARS-CoV-2es
dc.subjectTabu searches
dc.subjectVaccination planninges
dc.titleA Heuristic Approach for Determining Efficient Vaccination Plans under a SARS-CoV-2 Epidemic Modeles
dc.typeArtículoes
Archivos
Bloque original
Mostrando 1 - 1 de 1
Miniatura
Nombre:
Hazard-Valdes- Claudia-A-Heuristic-Approach-for-Determining-Efficient-Vaccination-Plans-under-a-SARSCoV2-Epidemic-Model.pdf
Tamaño:
912.23 KB
Formato:
Adobe Portable Document Format
Descripción:
TEXTO COMPLETO EN INGLÉS
Descargar
Bloque de licencias
Mostrando 1 - 1 de 1
No hay miniatura disponible
Nombre:
license.txt
Tamaño:
1.71 KB
Formato:
Item-specific license agreed upon to submission
Descripción:
Descargar
Colecciones
FIng - Artículos de Revista