文件名称:
Optimal Vaccine Allocation to Control Epidemic Outbreaks in Arbitrary Networks
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文件大小: 499kb
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上传时间: 2014-02-02
详细说明： 写字机器人机器视觉 We consider the problem of controlling the propagation of an epidemic outbreak in an arbitrary contact network by distributing vaccination resources throughout the network We analyze a networked version of the SusceptibleInfected Susceptible SIS epidemic model when individuals in the network present different levels of susceptibility to the epidemic In this context controlling the spread of an epidemic outbreak can be written as a spectral condition involving the eigenvalues of a matrix that depends on the network structure and the parameters of the model We study the problem of finding the optimal distribution of vaccines throughout the network to control the spread of an epidemic outbreak We propose a convex framework to find cost optimal distribution of vaccination resources when different levels of vaccination are allowed We also propose a greedy approach with quality guarantees for the case of all or nothing vaccination We illustrate our approaches with numerical simulations in a real social network">写字机器人机器视觉 We consider the problem of controlling the propagation of an epidemic outbreak in an arbitrary contact network by distributing vaccination resources throughout the network We analyze a networked version of the SusceptibleInfected Susceptible SIS epidemic model when ind [更多] ...展开收缩
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