A NUMERICAL STUDY OF THE STOCHASTIC CUCKER-SMALE FLOCKING MODEL

被引:0
作者
Ramakrishnan, Subramanian [1 ]
Sharma, Balaji R. [1 ]
Kumar, Manish [1 ]
机构
[1] Villanova Univ, Ctr Nonlinear Dynam & Control, Villanova, PA 19085 USA
来源
PROCEEDINGS OF THE ASME 5TH ANNUAL DYNAMIC SYSTEMS AND CONTROL DIVISION CONFERENCE AND JSME 11TH MOTION AND VIBRATION CONFERENCE, DSCC 2012, VOL 3 | 2013年
关键词
EMERGENCE; PARTICLE; SYSTEM;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
We consider the influence of white noise on achieving consensus in a stochastic version of the well known Cucker-Smale model for flocking in multi-agent swarm systems. Our main results based on extensive numerical simulations suggest that while low intensity white noise has little appreciable effects on convergence to consensus in the system, the presence of high intensity white noise can fundamentally alter the flocking characteristics of the model. In particular, our results indicate that the numerical upper bound on a critical system parameter value that guarantees flocking in the deterministic model is no longer valid in the presence of high intensity white noise. In addition, the results also suggest that, interestingly, the influence of noise is independent of the number of agents in the swarm. Finally, we suggest a novel approach using the classical Fokker-Planck formalism as a direction of further analytical work aimed at validating our numerical results.
引用
收藏
页码:333 / +
页数:3
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