Title :
Collective behavior of second-order multi-agent systems with velocity damping
Author :
Jin, Jidong ; Zheng, Yufan ; Zheng, Xiaoling
Author_Institution :
Dept. of Comput. Sci. & Technol., Capital Univ. of Econ. & Bus., Beijing, China
Abstract :
This paper studies the collective behavior of second-order asymmetry multi-agent systems with velocity damping. The model under consideration was given by Ren and Atkin. The agents of system will tend asymptotically to equilibrium positions if the dynamics of agents satisfy some mild condition. As the network of system is directed and its underlying graph is connected, whole system can be decomposed into independent basic subsystems and non-independent subsystem. All agents of each independent basic subsystems tend to their own consistent positions; all agents of non-independent subsystem tend inside of some convex set combined by the consistent position of all independent basic subsystems. All agents of system tend to a consistent position if and only if there is only one independent basic subsystem in the system.
Keywords :
graph theory; multi-agent systems; multi-robot systems; set theory; agent dynamics; collective behavior; convex set; cooperative system; equilibrium position; graph connection; independent basic subsystem; nonindependent subsystem; second-order multiagent system; system decomposition; velocity damping; Animals; Damping; Educational institutions; Eigenvalues and eigenfunctions; Laplace equations; Multiagent systems; Vehicle dynamics;
Conference_Titel :
Systems and Informatics (ICSAI), 2012 International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4673-0198-5
DOI :
10.1109/ICSAI.2012.6223086