Community Detection in Complex Networks by Dynamical Simplex Evolution

Details Community Detection in Complex Networks by Dynamical Simplex Evolution Community Detection in Complex Networks by Dynamical Simplex Evolution

2007-10-02

arxiv.org/abs/0710.0550v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

Scientific paper

10.1103/PhysRevE.78.016113

We benchmark the dynamical simplex evolution (DSE) method with several of the currently available algorithms to detect communities in complex networks by comparing the fraction of correctly identified nodes for different levels of ``fuzziness'' of random networks composed of well defined communities. The potential benefits of the DSE method to detect hierarchical sub structures in complex networks are discussed.

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