Zero-eigenvalue localization of quantum walks on complex networks

Abstract

We show as one of the significant characteristics of complex networks the fact that the adjacency matrix has huge zero eigenvalue degeneracy. These zero eigenvalues are originated from locally symmetric structures. We also show that the corresponding eigenvectors are strongly localized to the local structures. This localization is of a different class from the well-known Anderson localization.