Evolving Clustered Random Networks

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Bansal, Shweta
Khandelwal, Shashank
Meyers, Lauren Ancel
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Abstract
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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.
Keywords
Computer Science - Discrete Mathematics, Physics - Physics and Society
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