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Data assimilation and agent-based modelling: towards the incorporation of categorical agent parameters

This paper explores the use of a particle filter—a data assimilation method—to incorporate real-time data into an agent-based model. We apply the method to a simulation of real pedestrians moving through the concourse of Grand Central Terminal in New York City (USA).  The results show that the parti...

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Detalles Bibliográficos
Autores principales: Ternes, Patricia, Ward, Jonathan A, Heppenstall, Alison, Kumar, Vijay, Kieu, Le-Minh, Malleson, Nick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10445938/
https://www.ncbi.nlm.nih.gov/pubmed/37645182
http://dx.doi.org/10.12688/openreseurope.14144.2