Distributed adaptive optimization and control of network structures
Louis Kempton, Guido Herrmann, Mario di Bernardo · 2016
In this paper we present a generic distributed weight adaptation framework to optimize some network observables of interest. We focus on the algebraic connectivity λn, the spectral radius λn, the synchronizability λn/λ2, or the total effective graph resistance ω of undirected weighted networks, and describe distributed systems for the estimation of these functions and their derivatives for on-line adaptation of the edge weights.