首页> 外文期刊>Chaos >A colored mean-field model for analyzing the effects of awareness on epidemic spreading in multiplex networks
【24h】

A colored mean-field model for analyzing the effects of awareness on epidemic spreading in multiplex networks

机译:一种彩色平均场模型,用于分析意识对多路复用网络流行病的影响

获取原文
获取原文并翻译 | 示例
           

摘要

We study the impact of susceptible nodes' awareness on epidemic spreading in social systems, where the systems are modeled as multiplex networks coupled with an information layer and a contact layer. We develop a colored heterogeneous mean-field model taking into account the portion of the overlapping neighbors in the two layers. With theoretical analysis and numerical simulations, we derive the epidemic threshold which determines whether the epidemic can prevail in the population and find that the impacts of awareness on threshold value only depend on epidemic information being available in network nodes' overlapping neighborhood. When there is no link overlap between the two network layers, the awareness cannot help one to raise the epidemic threshold. Such an observation is different from that in a single-layer network, where the existence of awareness almost always helps. Published by AIP Publishing.
机译:我们研究了易感节点对社会系统中疫情传播的影响,其中系统被建模为与信息层和接触层耦合的多路复用网络。 考虑到两层中的重叠邻居的部分,我们开发了一种彩色的异构平均场模型。 通过理论分析和数值模拟,我们得出了疫情阈值,该阈值决定了疫情是否可以在人口中占有平,并发现对阈值的认识的影响只取决于网络节点重叠邻域内的疫情信息。 当两个网络层之间没有链路重叠时,意识无法帮助一个提高疫情阈值。 这样的观察与单层网络中的观察不同,在那里存在着感知几乎总是有帮助的。 通过AIP发布发布。

著录项

  • 来源
    《Chaos》 |2018年第1期|共8页
  • 作者

    Wu Qingchu; Xiao Gaoxi;

  • 作者单位

    Jiangxi Normal Univ Coll Math &

    Informat Sci Nanchang 330022 Jiangxi Peoples R China;

    Nanyang Technol Univ Sch Elect &

    Elect Engn Singapore 639798 Singapore;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自然科学总论;
  • 关键词

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号