Optimal Vaccine Allocation to Control Epidemic Outbreaks in Arbitrary Networks
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资源说明: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]
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