Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks

Details Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks

2011-05-17

arxiv.org/abs/1105.3347v1

Physics

Physics and Society

Scientific paper

This paper presents an algorithm for generating scale-free networks with adjustable clustering coefficient. The algorithm is based on a random walk procedure combined with a triangle generation scheme which takes into account genetic factors; this way, preferential attachment and clustering control are implemented using only local information. Simulations are presented which support the validity of the scheme, characterizing its tuning capabilities.

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