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Agent-Based Modeling and Simulation in Mathematics and Biology Education

With advances in computing, agent-based models (ABMs) have become a feasible and appealing tool to study biological systems. ABMs are seeing increased incorporation into both the biology and mathematics classrooms as powerful modeling tools to study processes involving substantial amounts of stochas...

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Detalles Bibliográficos
Autores principales: Bodine, Erin N., Panoff, Robert M., Voit, Eberhard O., Weisstein, Anton E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7385329/
https://www.ncbi.nlm.nih.gov/pubmed/32725363
http://dx.doi.org/10.1007/s11538-020-00778-z
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author Bodine, Erin N.
Panoff, Robert M.
Voit, Eberhard O.
Weisstein, Anton E.
author_facet Bodine, Erin N.
Panoff, Robert M.
Voit, Eberhard O.
Weisstein, Anton E.
author_sort Bodine, Erin N.
collection PubMed
description With advances in computing, agent-based models (ABMs) have become a feasible and appealing tool to study biological systems. ABMs are seeing increased incorporation into both the biology and mathematics classrooms as powerful modeling tools to study processes involving substantial amounts of stochasticity, nonlinear interactions, and/or heterogeneous spatial structures. Here we present a brief synopsis of the agent-based modeling approach with an emphasis on its use to simulate biological systems, and provide a discussion of its role and limitations in both the biology and mathematics classrooms.
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spelling pubmed-73853292020-07-28 Agent-Based Modeling and Simulation in Mathematics and Biology Education Bodine, Erin N. Panoff, Robert M. Voit, Eberhard O. Weisstein, Anton E. Bull Math Biol Special Issue: Mathematical Biology Education With advances in computing, agent-based models (ABMs) have become a feasible and appealing tool to study biological systems. ABMs are seeing increased incorporation into both the biology and mathematics classrooms as powerful modeling tools to study processes involving substantial amounts of stochasticity, nonlinear interactions, and/or heterogeneous spatial structures. Here we present a brief synopsis of the agent-based modeling approach with an emphasis on its use to simulate biological systems, and provide a discussion of its role and limitations in both the biology and mathematics classrooms. Springer US 2020-07-28 2020 /pmc/articles/PMC7385329/ /pubmed/32725363 http://dx.doi.org/10.1007/s11538-020-00778-z Text en © Society for Mathematical Biology 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Special Issue: Mathematical Biology Education
Bodine, Erin N.
Panoff, Robert M.
Voit, Eberhard O.
Weisstein, Anton E.
Agent-Based Modeling and Simulation in Mathematics and Biology Education
title Agent-Based Modeling and Simulation in Mathematics and Biology Education
title_full Agent-Based Modeling and Simulation in Mathematics and Biology Education
title_fullStr Agent-Based Modeling and Simulation in Mathematics and Biology Education
title_full_unstemmed Agent-Based Modeling and Simulation in Mathematics and Biology Education
title_short Agent-Based Modeling and Simulation in Mathematics and Biology Education
title_sort agent-based modeling and simulation in mathematics and biology education
topic Special Issue: Mathematical Biology Education
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7385329/
https://www.ncbi.nlm.nih.gov/pubmed/32725363
http://dx.doi.org/10.1007/s11538-020-00778-z
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