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Controlling disease spread on networks with feedback mechanism
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作者 王俐 颜家壬 +1 位作者 张建国 刘自然 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第9期2498-2502,共5页
Many real-world networks have the ability to adapt themselves in response to the state of their nodes. This paper studies controlling disease spread on network with feedback mechanism, where the susceptible nodes are ... Many real-world networks have the ability to adapt themselves in response to the state of their nodes. This paper studies controlling disease spread on network with feedback mechanism, where the susceptible nodes are able to avoid contact with the infected ones by cutting their connections with probability when the density of infected nodes reaches a certain value in the network. Such feedback mechanism considers the networks' own adaptivity and the cost of immunization. The dynamical equations about immunization with feedback mechanism ave solved and theoretical predictions are in agreement with the results of large scale simulations. It shows that when the lethality a increases, the prevalence decreases more greatly with the same immunization g. That is, with the same cost, a better controlling result can be obtained. This approach offers an effective and practical policy to control disease spread, and also may be relevant to other similar networks. 展开更多
关键词 complex network systems disease spread feedback mechanism
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复杂网络上的传播动力学及其新进展 被引量:19
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作者 夏承遗 刘忠信 +1 位作者 陈增强 袁著祉 《智能系统学报》 2009年第5期392-397,共6页
深刻理解传染病在社会群体中的传播规律、计算机病毒在因特网上的扩散过程是复杂系统和传染病动力学领域研究的一个热点问题.主要从复杂网络的拓扑结构和流行病的感染机制2个方面综述了当前国内外传播动力学研究的现状和最新进展,探讨... 深刻理解传染病在社会群体中的传播规律、计算机病毒在因特网上的扩散过程是复杂系统和传染病动力学领域研究的一个热点问题.主要从复杂网络的拓扑结构和流行病的感染机制2个方面综述了当前国内外传播动力学研究的现状和最新进展,探讨了传播动力学在疾病预防与免疫中的应用,最后指出值得进一步研究的问题.例如带社区、层次结构的加权演化模型,动态网络结构下的疾病传播行为和微观感染机制等. 展开更多
关键词 复杂系统 复杂网络 传播动力学 疾病传播
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