Application of continuous wavelet transform to the analysis of structural variations in complex networks

The dynamics of a network of phase oscillators is analyzed using the continuous wavelet transform. The adaptive network in which the synchronous dynamics leads to reinforcement of the links between interacting elements is considered as an example. It is shown that analysis of the network integral characteristic using the wavelet transform makes it possible to effectively detect changes in the network topology and clusterization processes.