DocumentCode :
3551067
Title :
Self-organized motion in a class of anisotropic swarms: convergence vs oscillation
Author :
Chu, Tianguang ; Wang, Long ; Chen, Tongwen
Author_Institution :
Dept. of Mech. & Eng. Sci., Peking Univ., Beijing, China
fYear :
2005
fDate :
8-10 June 2005
Firstpage :
3474
Abstract :
We study an anisotropic swarm model with a class of attraction and repulsion functions. It is shown that the members of a reciprocal swarm aggregates and eventually form a cohesive cluster of finite size around the swarm center within finite time. Under mild conditions on attraction and repulsion functions, the swarm is also completely stable, i.e., every motion converges to the equilibrium point set of the system. These results are further extended to a class of nonreciprocal swarms under the detailed balance condition on coupling weights. We also present numerical simulations demonstrating complex oscillatory behavior in general nonreciprocal swarms. These results provide more insight into the effect of the interaction pattern on collective behavior of swarms.
Keywords :
finite element analysis; multi-agent systems; self-adjusting systems; anisotropic swarms model; complex oscillatory behaviour; equilibrium point set; finite size; finite time; nonreciprocal swarms; numerical simulations; self-organized motion; swarm collective behavior; Aggregates; Anisotropic magnetoresistance; Control systems; Convergence; Distributed control; Motion control; Multiagent systems; Numerical simulation; Pattern formation; Stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
ISSN :
0743-1619
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
Type :
conf
DOI :
10.1109/ACC.2005.1470510
Filename :
1470510
Link To Document :
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