Homogeneous complex networks

Details Homogeneous complex networks Homogeneous complex networks

2005-02-04

arxiv.org/abs/cond-mat/0502124v1

Physica A, 366, 587 (2006).

Physics

Condensed Matter

Statistical Mechanics

19 pages, 9 figures

Scientific paper

10.1016/j.physa.2005.10.024

We discuss various ensembles of homogeneous complex networks and a Monte-Carlo method of generating graphs from these ensembles. The method is quite general and can be applied to simulate micro-canonical, canonical or grand-canonical ensembles for systems with various statistical weights. It can be used to construct homogeneous networks with desired properties, or to construct a non-trivial scoring function for problems of advanced motif searching.

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