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Multi-agent simulation of epidemic spatio-temporal transmission

  • Tao Liu
  • , Xia Li*
  • , Bin Ai
  • , Jing Fu
  • , Xiao Hu Zhang
  • *此作品的通讯作者
  • Sun Yat-Sen University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

A new model is proposed based on multi-agent system and geographic information system to simulate spatio-temporal transmission process of infectious diseases. The model consists of following four components: attributes definitions, neighborhood, movement rules and state transition rules. Two new parameters, infection dose decay rate and exponential distance, are introduced in transmission process, and the effect of spatio-temporal is explicitly considered. This model is used to simulate transmission process of infectious diseases in Haizhu district of Guangzhou City. It is found that changes of two parameters have prominent influence upon transmission process. The higher population density there were, the more probability of infection happened.

源语言英语
主期刊名Proceedings - 4th International Conference on Natural Computation, ICNC 2008
出版商IEEE Computer Society
页357-361
页数5
ISBN(印刷版)9780769533049
DOI
出版状态已出版 - 2008
已对外发布是
活动4th International Conference on Natural Computation, ICNC 2008 - Jinan, 中国
期限: 18 10月 2008 → 20 10月 2008

丛书

姓名Proceedings - 4th International Conference on Natural Computation, ICNC 2008
卷7

会议

会议4th International Conference on Natural Computation, ICNC 2008
国家/地区中国
市Jinan
时期18/10/08 → 20/10/08

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

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