Journal:in Proceedings of 18th European Control Conference, Napoli, Italy Jun. 2019.
Abstract:This paper studies a model reduction method for linear consensus networks consisting of diffusively coupled single integrators. For a given graph clustering of an original complex network, we construct a simplified network consisting of fewer nodes, where the edge weights are to be determined. An optimal weight assignment procedure is proposed to select suitable edge weights of the reduced network, aiming for the minimum H2 approximation error between the original network and the reduced-order network model. The effectiveness of the proposed method is illustrated by means of an example.
Co-author:余兰林,Jacquelien M.A. Scherpen
First Author:成晓东
Indexed by:Essay collection
Translation or Not:no
Date of Publication:2019-06-25
Included Journals:EI