Cluster aggregation model for discontinuous percolation transition
Statistical Mechanics
2015-05-14 v2
Abstract
The evolution of the Erd\H{o}s-R\'enyi (ER) network by adding edges can be viewed as a cluster aggregation process. Such ER processes can be described by a rate equation for the evolution of the cluster-size distribution with the connection kernel , where is the product of the sizes of two merging clusters. Here, we study more general cases in which is sub-linear as with ; we find that the percolation transition (PT) is discontinuous. Moreover, PT is also discontinuous when the ER dynamics evolves from proper initial conditions. The rate equation approach for such discontinuous PTs enables us to uncover the mechanism underlying the explosive PT under the Achlioptas process.
Cite
@article{arxiv.0911.4001,
title = {Cluster aggregation model for discontinuous percolation transition},
author = {Y. S. Cho and B. Kahng and D. Kim},
journal= {arXiv preprint arXiv:0911.4001},
year = {2015}
}
Comments
5 pages, 5 figures