Abstract
Based on cluster desynchronization properties of phase oscillators, we introduce an efficient method for the detection and identification of modules in complex networks. The performance of the algorithm is tested on computer generated and real-world networks whose modular structure is already known or has been studied by means of other methods. The algorithm attains a high level of precision, especially when the modular units are very mixed and hardly detectable by the other methods, with a computational effort on a generic graph with nodes and links.
- Received 19 July 2006
DOI:https://doi.org/10.1103/PhysRevE.75.045102
©2007 American Physical Society