Tools for network dynamics

Abstract

Networks have been studied mainly using statistical methods. Here I collect some dynamical systems tools which are useful to study both the dynamics on networks and their evolution. They include decomposition of differential dynamics, ergodic invariants and estimates of invariant measures by small random perturbations. A few network examples are discussed as an application of some of the dynamical tools.