COVID-ABS：一种基于代理的COVID-19流行病模型，用于模拟社会疏远干预措施对健康和经济的影响___下载.zip

# COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions [](https://doi.org/10.1016/j.chaos.2020.110088) [](https://arxiv.org/abs/2006.10532) [](https://juleskreuer.eu/projekte/citation-badge/) Petrônio C. L. Silva <span itemscope itemtype="https://schema.org/Person"><a itemprop="sameAs" content="https://orcid.org/0000-0002-1202-2552" href="https://orcid.org/0000-0002-1202-2552" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a></span>, Paulo V. C. Batista <span itemscope itemtype="https://schema.org/Person"><a itemprop="sameAs" content="https://orcid.org/0000-0001-6165-2174" href="https://orcid.org/0000-0001-6165-2174" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a></span>, Hélder S. Lima <span itemscope itemtype="https://schema.org/Person"><a itemprop="sameAs" content="https://orcid.org/0000-0003-0934-7644" href="https://orcid.org/0000-0003-0934-7644" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a></span>, Marcos A. Alves <span itemscope itemtype="https://schema.org/Person"><a itemprop="sameAs" content="https://orcid.org/0000-0001-6934-6745" href="https://orcid.org/0000-0001-6934-6745" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a></span>, Rodrigo P. Silva <span itemscope itemtype="https://schema.org/Person"><a itemprop="sameAs" content="https://orcid.org/0000-0003-2547-3835" href="https://orcid.org/0000-0003-2547-3835" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a></span>, Frederico G. Guimarães <span itemscope itemtype="https://schema.org/Person"><a itemprop="sameAs" content="https://orcid.org/0000-0001-9238-8839" href="https://orcid.org/0000-0001-9238-8839" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a></span> <center> <table><tr><td><a href="#"><img src="https://avatars1.githubusercontent.com/u/54992196" alt="Grupo de Pesquisa em Ciência de Dados e Inteligência Computacional - {cidic}" width="200"/></a> </td> <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td> <td><a href="http://www.minds.eng.ufmg.br/"><img src="https://github.com/petroniocandido/pyFTS/raw/master/img/minds_logo_medium.jpeg" alt="MINDS - Machine Intelligence and Data Science Lab" width="100"/></a></td> </tr> </table> </center> <img src="https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-nc-sa.svg" alt="Creative Commons BY-NC-SA" /> ## Texts * Journal Paper: Chaos, Solitons & Fractals, 2020. Availabe in https://doi.org/10.1016/j.chaos.2020.110088 * Preprint on ArXiv, available at https://arxiv.org/abs/2006.10532 * An early version of COVID_ABS was published on Towards Data Science, available at https://towardsdatascience.com/agent-based-simulation-of-covid-19-health-and-economical-effects-6aa4ae0ff397. * Talk in "COVID-19 Simulation Summit", <a href="https://www.youtube.com/watch?v=5T35goVvwGA">video</a> and <a href="https://bit.ly/covid_abs_slides">slides</a> ## References * <a href="https://towardsdatascience.com/agent-based-modeling-will-unleash-a-new-paradigm-of-machine-learning-ff6d3b1ac940">Agent-based Modeling Will Unleash a New Paradigm of Machine Learning</a> * <a href="https://towardsdatascience.com/covid19-top-7-online-interactive-simulations-curated-fa4282889875">COVID19: Top 7 online interactive simulations, curated</a> ## Source Code and Experiments The experimental results can be executed at https://bit.ly/covid_abs_experiments ## Documentation Coming soon.