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

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

2011-08-26

arxiv.org/abs/1108.5398v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 1 table, 1 figure

Scientific paper

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 series of interrelated random network families.

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