计算机工程与应用 ›› 2010, Vol. 46 ›› Issue (20): 12-15.DOI: 10.3778/j.issn.1002-8331.2010.20.004

• 博士论坛 • 上一篇    下一篇

基于Multi-Agent的复杂网络疾病传播仿真模型

姚灿中,杨建梅   

  1. 华南理工大学 工商管理学院,广州 510640
  • 收稿日期:2010-04-14 修回日期:2010-06-01 出版日期:2010-07-11 发布日期:2010-07-11
  • 通讯作者: 姚灿中

Complex network simulation model of disease spread based on multi-agent model

YAO Can-zhong,YANG Jian-mei   

  1. School of Business Administration,South China University of Technology,Guangzhou 510640,China
  • Received:2010-04-14 Revised:2010-06-01 Online:2010-07-11 Published:2010-07-11
  • Contact: YAO Can-zhong

摘要: 通过复杂网络上的多智能体的建模与仿真,对疾病的传播过程进行了模拟,研究了疾病传播在不同条件下的传播特征。通过设定采取4个仿真过程,得出疾病的传播即使是以极小的概率治愈也能使系统得到良性发展,验证了前期疫苗式免疫的重要性等结论。

关键词: Repast平台, 复杂网络, 传播, 仿真

Abstract: Through the multi-agent modeling and simulation based on complex network,the spread of the disease process has been simulated using Repast platform,which examines the spread of the disease under different conditions of the macro-laws.By setting to take four simulation processes,this paper has come to the spread of disease even if a very small probability of cure can also enable the system to be a benign development as well as the importance of pre-vaccine-type immunity and other conclusions.

Key words: Recursive Porous Agent Simulation Toolkit(Repast), complex network, spread, simulation

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