Title :
Swarm stability of linear time-invariant descriptor compartmental networks
Author :
Ning Cai ; Khan, M. Junaid
Author_Institution :
Coll. of Electr. Eng., Northwest Univ. for Nat., Lanzhou, China
Abstract :
Swarm stability is studied for descriptor compartmental networks with linear time-invariant protocol. Compartmental network is a specific type of dynamical multi-agent system. Necessary and sufficient conditions for both consensus and marginal swarm stability are presented, which require a joint matching between the interactive dynamics of nearest neighbouring vertices and the Laplacian spectrum of the overall network topology. Three numerical instances are provided to verify the theoretical results.
Keywords :
Laplace equations; invariance; multi-agent systems; network theory (graphs); stability; swarm intelligence; topology; Laplacian spectrum; consensus stability; descriptor compartmental networks; dynamical multiagent system; linear time-invariant protocol; nearest neighbouring vertices; necessary conditions; network topology; sufficient conditions; swarm stability;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2014.0130