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Data-driven model reduction of agent-based systems using the Koopman generator

The dynamical behavior of social systems can be described by agent-based models. Although single agents follow easily explainable rules, complex time-evolving patterns emerge due to their interaction. The simulation and analysis of such agent-based models, however, is often prohibitively time-consum...

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Detalles Bibliográficos
Autores principales: Niemann, Jan-Hendrik, Klus, Stefan, Schütte, Christof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8118339/
https://www.ncbi.nlm.nih.gov/pubmed/33984008
http://dx.doi.org/10.1371/journal.pone.0250970