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Immunization strategy for epidemic spreading on multilayer networks

机译:多层网络上流行病的免疫策略

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摘要

In many real-world complex systems, individuals have many kinds of interactions among them, suggesting that it is necessary to consider a layered-structure framework to model systems such as social interactions. This structure can be captured by multilayer networks and can have major effects on the spreading of process that occurs over them, such as epidemics. In this letter we study a targeted immunization strategy for epidemic spreading over a multilayer network. We apply the strategy in one of the layers and study its effect in all layers of the network disregarding degree-degree correlation among layers. We found that the targeted strategy is not as efficient as in isolated networks, due to the fact that in order to stop the spreading of the disease it is necessary to immunize more than 80% of the individuals. However, the size of the epidemic is drastically reduced in the layer where the immunization strategy is applied compared to the case with no mitigation strategy. Thus, the immunization strategy has a major effect on the layer were it is applied, but does not efficiently protect the individuals of other layers. Copyright (C) EPLA, 2015
机译:在许多现实世界中的复杂系统中,个人之间存在多种交互,这表明有必要考虑分层结构框架来对诸如社交交互之类的系统进行建模。这种结构可以被多层网络捕获,并且可能会对在其上发生的过程的传播(例如流行病)产生重大影响。在这封信中,我们研究了针对通过多层网络传播的流行病的针对性免疫策略。我们将策略应用于各层之一,并在网络的所有层中研究其效果,而无需考虑层之间的度-度相关性。我们发现,针对性策略不如隔离网络有效,这是因为要阻止该疾病的传播,必须对80%以上的个体进行免疫。但是,与没有缓解策略的情况相比,在采用免疫策略的层中,流行病的规模已大大减少。因此,免疫策略在应用时会对该层产生重大影响,但不能有效地保护其他层的个体。版权(C)EPLA,2015年

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    《EPL》 |2015年第2期|共5页
  • 作者

    Buono C.; Braunstein L. A.;

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