Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues

Hector Zenil, Narsis A. Kiani, Jesper Tegnér

We undertake an extensive numerical investigation of the graph spectra of thousands regular graphs, a set of random Erdös-Rényi graphs, the two most popular types of complex networ…