Evolving Clustered Random Networks

Details Evolving Clustered Random Networks Evolving Clustered Random Networks

2008-08-04

arxiv.org/abs/0808.0509v1

BMC Bioinformatics, Vol 10: 405, 2009

Computer Science

Discrete Mathematics

Scientific paper

10.1186/1471-2105-10-405

We propose a Markov chain simulation method to generate simple connected random graphs with a specified degree sequence and level of clustering. The networks generated by our algorithm are random in all other respects and can thus serve as generic models for studying the impacts of degree distributions and clustering on dynamical processes as well as null models for detecting other structural properties in empirical networks.

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