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Direct, physically motivated derivation of triggering probabilities for spreading processes on generalized random networks

2014


Status: In revision

Citations: 1

Cite: [bibtex]


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Abstract: We derive a general expression for the probability of global spreading starting from a single infected seed for contagion processes acting on generalized, correlated random networks. We employ a simple probabilistic argument that encodes the spreading mechanism in an intuitive, physical fashion. We use our approach to directly and systematically obtain triggering probabilities for contagion processes acting on a collection of random network families including bipartite random networks. We find the contagion condition, the location of the phase transition into an endemic state, from an expansion about the disease-free state.


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