Centrality measures and the role of non-normality for network control energy reduction
Systems and Control
2020-12-17 v3 Signal Processing
Abstract
Combinations of Gramian-based centrality measures are used for driver node selection in complex networks in order to simultaneously take into account conflicting control energy requirements, like minimizing the average energy needed to steer the state in any direction and the energy needed for the worst direction. The selection strategies that we propose are based on a characterization of the network non-normality, a concept we show is related to the idea of balanced realization.
Keywords
Cite
@article{arxiv.1806.05932,
title = {Centrality measures and the role of non-normality for network control energy reduction},
author = {Gustav Lindmark and Claudio Altafini},
journal= {arXiv preprint arXiv:1806.05932},
year = {2020}
}
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6 pages