Self-organized motion in a class of anisotropic swarms: Convergence vs oscillation

被引:18
作者
Chu, TG [1 ]
Wang, L [1 ]
Chen, TW [1 ]
机构
[1] Peking Univ, Dept Mech & Engn Sci, Ctr Syst & Control, Beijing 100871, Peoples R China
来源
ACC: PROCEEDINGS OF THE 2005 AMERICAN CONTROL CONFERENCE, VOLS 1-7 | 2005年
关键词
biological systems; multi-agent systems; pattern formation; stability; swarms;
D O I
10.1109/ACC.2005.1470510
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study an anisotropic swarm model with a class of attraction and repulsion functions. It is shown that the members of a reciprocal swarm will aggregate 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.
引用
收藏
页码:3474 / 3479
页数:6
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