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