Stochastic flocking dynamics of the Cucker–Smale model driven by Lévy noise

Lévy noise is a broader type of white noise, which describes discontinuous noise and is more closely to simulate the realistic environment. In this paper, we introduce Lévy noise into the Cucker–Smale model to investigate its effect on the flocking dynamics of the system. The well-posedness of the system is guaranteed by defining an appropriate stopping time and constructing a Lyapunov function. Through the strong law of large numbers for martingales, a sufficient framework of the strong stochastic flocking is obtained without the strict assumption that the communication rate function has a positive lower bound due to the introduction of Lévy noise. We find that Lévy noise can accelerate flocking and become good noise in some cases. Finally, several numerical simulations are presented to validate our results and further observe effects of Lévy noise.

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Publication Details

Journal
Journal of Mathematical Physics
Published
2024-11-01
DOI
https://doi.org/10.1063/5.0221684
Citations
1
Primary Topic
Distributed Control Multi-Agent Systems
Type
article
Field-Weighted Citation Impact
0.35

Funders

Controls
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article

Stochastic flocking dynamics of the Cucker–Smale model driven by Lévy noise

Xiao Wang, Yicheng Liu, ZC Feng
1 citations
Journal of Mathematical Physics
Distributed Control Multi-Agent Systems
0.35
article

Stochastic flocking dynamics of the Cucker–Smale model driven by Lévy noise

Xiao Wang, Yicheng Liu, ZC Feng
article en
1 citations

Abstract

Lévy noise is a broader type of white noise, which describes discontinuous noise and is more closely to simulate the realistic environment. In this paper, we introduce Lévy noise into the Cucker–Smale model to investigate its effect on the flocking dynamics of the system. The well-posedness of the system is guaranteed by defining an appropriate stopping time and constructing a Lyapunov function. Through the strong law of large numbers for martingales, a sufficient framework of the strong stochastic flocking is obtained without the strict assumption that the communication rate function has a positive lower bound due to the introduction of Lévy noise. We find that Lévy noise can accelerate flocking and become good noise in some cases. Finally, several numerical simulations are presented to validate our results and further observe effects of Lévy noise.

Journal of Mathematical PhysicsVol. 65(11)
National University of Defense Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Hunan Province, Hunan Provincial Innovation Foundation for Postgraduate
Peace, Justice and strong institutions
Openalex Percentile: Top 37%
Distributed Control Multi-Agent Systems
0.35
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