IMPACT OF INTERACTION FORCES IN FIRST ORDER MANY-AGENT SYSTEMS FOR SWARM MANUFACTURING

被引:0
|
作者
Auricchio, Ferdinando [1 ,3 ]
Carraturo, Massimo [1 ]
Toscani, Giuseppe [2 ,3 ]
Zanella, Mattia [2 ]
机构
[1] Univ Pavia, Dept Civil Engn & Architecture, Pavia, Italy
[2] Univ Pavia, Dept Math F Casorati, Pavia, Italy
[3] CNR, IMATI E Magenes, Pavia, Italy
来源
关键词
Swarm robotics; swarm manufacturing; multi-agent systems; Fokker-Planck equations; relative entropy; FOKKER-PLANCK-EQUATIONS; STRUCTURE PRESERVING SCHEMES; EQUILIBRIUM; PARTICLE; DYNAMICS; TREND; LIMIT;
D O I
10.3934/dcdss.2023173
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
. We study the large time behavior of a system of interacting agents modeling the relaxation of a large swarm of robots, whose task is to uniformly cover a portion of the domain by communicating with each other in terms of their distance. To this end, we generalize a related result for a FokkerPlanck-type model with a nonlocal discontinuous drift and constant diffusion, recently introduced by three of the authors, of which the steady distribution is explicitly computable. For this new nonlocal Fokker-Planck equation, existence, uniqueness and positivity of a global solution are proven, together with precise equilibration rates of the solution towards its quasi-stationary distribution. Numerical experiments are designed to verify the theoretical findings and explore possible extensions to more complex scenarios.
引用
收藏
页码:78 / 97
页数:20
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