Characterizing the Dynamical Importance of Network Nodes and Links
Characterizing the Dynamical Importance of Network Nodes and Links
The largest eigenvalue of the adjacency matrix of the networks is a key quantity determining several important dynamical processes on complex networks. Based on this fact, we present a quantitative, objective characterization of the dynamical importance of network nodes and links in terms of their effect on the largest eigenvalue. …