Robustness of Hierarchical Schemes for Multi-agent Systems

This paper presents the robust stability of the Hierarchical control structures in Multi Agent Systems (MAS). We provided an analysis that shows that Hierarchical structures which are more superior than the single-layer strategy in terms of convergence rate, are also more robust to weighted perturbations in links between agents in consensus network. Simulation results and graphical comparison support the theoretical results.