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
相关论文
共 50 条
  • [21] Stability analysis of stochastic switching singular systems with jumps
    Jiao, Ticao
    Park, Ju H.
    Zhang, Cunshan
    Zhao, Yanlei
    Xin, Kefeng
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2019, 356 (15): : 8726 - 8744
  • [22] Stochastic Process Algebra and Stability Analysis of Collective Systems
    Bortolussi, Luca
    Latella, Diego
    Massink, Mieke
    COORDINATION MODELS AND LANGUAGES, COORDINATION 2013, 2013, 7890 : 1 - 15
  • [23] Stability analysis of stochastic systems using polynomial chaos
    Fisher, James
    Bhattacharya, Raktim.
    2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 4250 - 4255
  • [24] Stability Analysis of Impulsive Stochastic Systems with Time Delays
    Yang Zhichun
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 1258 - 1262
  • [26] STABILITY ANALYSIS OF STOCHASTIC LARGE-SCALE SYSTEMS
    MICHEL, AN
    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 1975, 55 (02): : 113 - 123
  • [27] Stability analysis of stochastic and random systems in the Lyapunov sense
    Elbaz, I. M.
    RESULTS IN CONTROL AND OPTIMIZATION, 2021, 5
  • [28] Stability analysis and control for switched stochastic delayed systems
    Chen, Yun
    Zheng, Wei Xing
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 26 (02) : 303 - 328
  • [29] Stochastic Stability Analysis of Control Systems with Uncertain Communication
    Sloth, Christoffer
    Wisniewski, Rafael
    IFAC PAPERSONLINE, 2017, 50 (01): : 6172 - 6177
  • [30] Stability analysis of switched stochastic nonlinear functional systems
    Peng, Haiqi
    Zhu, Quanxin
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2024, 34 (03) : 1956 - 1970