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
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