Transient Scalability in Multi Agent Systems Described by Undirected Graphs

It is shown that in networks of first order agents, the transients decay e xponentially with a rate depending on the same minimal eigenvalue of the extended Laplacian of the system, and in case networks of second order systems meet specific design proper ties, it can be shown that thetransients also decay exponentially with half the rate compared to first order systems.