Epidemic spreading in evolving networks
arXiv:1001.3878 · doi:10.1103/PhysRevE.82.036112
Abstract
A model for epidemic spreading on rewiring networks is introduced and analyzed for the case of scale free steady state networks. It is found that contrary to what one would have naively expected, the rewiring process typically tends to suppress epidemic spreading. In particular it is found that as in static networks, rewiring networks with degree distribution exponent exhibit a threshold in the infection rate below which epidemics die out in the steady state. However the threshold is higher in the rewiring case. For no such threshold exists, but for small infection rate the steady state density of infected nodes (prevalence) is smaller for rewiring networks.
arXiv comment7 pages, 7 figures
References in corpus (16)
- Emergence of scaling in random networks
- Statistical mechanics of complex networks
- Epidemic spreading in scale-free networks
- Evolution of networks
- Mean-field theory for scale-free random networks
- Critical phenomena in complex networks
- Epidemic dynamics and endemic states in complex networks
- The Web of Human Sexual Contacts
- Immunization of complex networks
- Epidemic dynamics on an adaptive network
- Epidemic dynamics in finite size scale-free networks
- Nonequilibrium Statistical Mechanics of the Zero-Range Process and Related Models
- Cut-offs and finite size effects in scale-free networks
- Fluctuating epidemics on adaptive networks
- Contact processes on random graphs with power law degree distributions have critical value 0
- Critical phase in non-conserving zero-range processes and equilibrium networks
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