Community Detection in Complex Networks by Dynamical Simplex Evolution

摘要

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