Stability Analysis of Stochastic Swarm Systems

被引:0
|
作者
YANG Bo
机构
基金
中国国家自然科学基金;
关键词
stochastic swarm systems; swarm pattern; stochastic differential equations; Lyapunov stability theory;
D O I
暂无
中图分类号
TP273 [自动控制、自动控制系统];
学科分类号
080201 ; 0835 ;
摘要
In this paper,we present a model of stochastic swarm system and prove the stability of this kind of systems. We establish the stable aggregating behavior for the group using a coordination control scheme. This individual-based control scheme is a combination of attractive and repulsive interactions among the individuals in the group,which ensures the cohesion of the group and collision avoidance among the individuals. The dynamics of each individual depends on the relative positions between the individuals and the influences of the random disturbances. Under the influences of the noises,this position-based control strategy still generates the stable aggregating behavior harmoniously for the group and the self-organized swarm pattern is formed.
引用
收藏
页码:506 / 510
页数:5
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