摘要
研究流行病传播规律,考虑了流行病在空间分布人群中的随机传播过程。目前,人们通常应用复杂网络来模拟人群中的流行病传播过程,但是,复杂网络模型中没有空间、距离等概念,在现实中,人群通常是空间分布,即空间关系是流行病传播的重要影响因素。针对上述问题,提出一种流行病传播的新模型,使人群分布在一个有界区域内,并创新性地引入了距离的概念,改善了复杂网络模型忽视空间因素的缺陷。利用模型建构,通过编写Matlab程序对整个传播过程进行仿真,分析了个体针对病毒所产生的暂时性免疫力对流行病传播过程的影响。表明仿真结果与实际现象吻合。结果证明将空间因素纳入模型更为合理。
In this paper,a novel model is presented to study the effects of epidemic spreading in spatially distributed populations.Recently,complex network models for epidemics have been widely studied.As we know,complex network models focuses on the interconnection structure between different individuals and neglected the spatial relation.However,the spatial relation is sometimes a significant role in the epidemic spreading.Based on this observation,we propose a simplified model in this paper to analyze the epidemic spreading in a spatially distributed population.A relationship between individual immunity effect and epidemic spreading is also investigated.And the results are consistent with the commonsense.The numerical simulation proves the rationality of the space-included model compared with the complex network models.
出处
《计算机仿真》
CSCD
北大核心
2010年第8期65-68,共4页
Computer Simulation
关键词
流行病传播
扩散
免疫作用
随机网络
数值仿真
Epidemic spreading
Diffusion
Immunity
Random network
Numerical stimulation
