Contraction Theory and Master Stability Function: Linking Two Approaches to Study Synchronization of Complex Networks

In this brief, the contraction theory is applied to the synchronization of a network. The association between the contraction principle, the Lyapunov exponents of a system, and the master stability function of the network is pointed out. Novel sufficient criteria for the fulfillment of a synchronous state are derived.