A Review of Agent-Based Model Simulation for Covid 19 Spread

被引:2
|
作者
Ibrahim, Samar [1 ]
机构
[1] British Univ Dubai, Dubai, U Arab Emirates
关键词
Covid-19; NetLogo; Multi-Agent Simulation; Non-Pharmaceutical Interventions;
D O I
10.1007/978-3-031-20429-6_53
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Containing the implications of the Covid-19 pandemic has and continues to be a priority around the globe. Pursuant to this, scientists have focused on understanding the virus spread's behavior and patterns to develop mitigation plans. Artificial Intelligence agent-based simulations (ABS) have been used by scientists to simulate virus spread and control. ABS can model different variables and decisions in specific environments and contexts to find ways to reduce the transmission and diminish the severity of this pandemic. This paper presents a review of literature on ABS modeling to contain the virus through pharmaceutical and non-pharmaceutical interventions and the impact of the virus spread on economies.
引用
收藏
页码:585 / 602
页数:18
相关论文
共 50 条
  • [21] Investigation of airborne spread of COVID-19 using a hybrid agent-based model: a case study of the UK
    Rahaman, Hafijur
    Barik, Debashis
    ROYAL SOCIETY OPEN SCIENCE, 2023, 10 (07):
  • [22] Impact of school reopening on pandemic spread: A case study using an agent-based model for COVID-19
    Tatapudi, Hanisha
    Das, Tapas K.
    INFECTIOUS DISEASE MODELLING, 2021, 6 : 839 - 847
  • [23] CoSiT: An Agent-based Tool for Training and Awareness to Fight the Covid-19 Spread
    Azemena, Henri-Joel
    Mbiaya, Franck-Anael K.
    Kasereka, Selain K.
    Ho Tuong Vinh
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (10) : 699 - 706
  • [25] An agent-based computational model of the spread of tuberculosis
    de Espindola, Aquino L.
    Bauch, Chris T.
    Troca Cabella, Brenno C.
    Martinez, Alexandre Souto
    JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2011,
  • [26] Agent Simulation Model of COVID-19 Epidemic Agent-Based on GIS: A Case Study of Huangpu District, Shanghai
    Dong, Tao
    Dong, Wen
    Xu, Quanli
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (16)
  • [27] COVID-19 Spatial Diffusion: A Markovian Agent-Based Model
    Gribaudo, Marco
    Iacono, Mauro
    Manini, Daniele
    MATHEMATICS, 2021, 9 (05) : 1 - 12
  • [28] Covasim: An agent-based model of COVID-19 dynamics and interventions
    Kerr, Cliff C.
    Stuart, Robyn M.
    Mistry, Dina
    Abeysuriya, Romesh G.
    Rosenfeld, Katherine
    Hart, Gregory R.
    Nunez, Rafael C.
    Cohen, Jamie A.
    Selvaraj, Prashanth
    Hagedorn, Brittany
    George, Lauren
    Jastrzebski, Michal
    Izzo, Amanda S.
    Fowler, Greer
    Palmer, Anna
    Delport, Dominic
    Scott, Nick
    Kelly, Sherrie L.
    Bennette, Caroline S.
    Wagner, Bradley G.
    Chang, Stewart T.
    Oron, Assaf P.
    Wenger, Edward A.
    Panovska-Griffiths, Jasmina
    Famulare, Michael
    Klein, Daniel J.
    PLOS COMPUTATIONAL BIOLOGY, 2021, 17 (07)
  • [29] Agent-Based Simulation and Modeling of COVID-19 Pandemic: A Bibliometric Analysis
    Tang, Jing
    Vinayavekhin, Sukrit
    Weeramongkolkul, Manapat
    Suksanon, Chanakan
    Pattarapremcharoen, Kantapat
    Thiwathittayanuphap, Sasinat
    Leelawat, Natt
    JOURNAL OF DISASTER RESEARCH, 2022, 17 (01) : 93 - 102
  • [30] An agent-based model of spread of a pandemic with validation using COVID-19 data from New York State
    Datta, Amitava
    Winkelstein, Peter
    Sen, Surajit
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 585