Strong stochastic flocking with noise under long-range fat tail communication

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-05-24 DOI:10.1007/s12190-024-02128-x
Rundong Zhao, Yicheng Liu, Xiao Wang, Xuying Xiong
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Abstract

Consider the reality that flocking behavior is affected by random noise. We study the Cucker–Smale-type systems with multiplicative noise where the communication weight satisfies the long-range fat tail condition. By comparing with the related deterministic system, we show that the noise intensity of the stochastic system mainly affects the convergence speed of the flocking. Specifically, we demonstrate that the system can achieve a stochastic finite-time flocking when the noise intensity is small, and almost surely asymptotic flocking when the noise intensity is large. Some numerical simulations are given to show our theoretical results. In addition, the method in this work can improve the results of previous studies.

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长程胖尾通信下带有噪声的强随机成群效应
考虑到羊群行为受随机噪声影响的现实。我们研究了具有乘法噪声的 Cucker-Smale 型系统,其中通信权重满足长程胖尾条件。通过与相关的确定性系统比较,我们发现随机系统的噪声强度主要影响成群行为的收敛速度。具体地说,我们证明了当噪声强度较小时,系统可以实现随机有限时间成群,而当噪声强度较大时,系统几乎可以实现渐近成群。我们给出了一些数值模拟来说明我们的理论结果。此外,本文的方法还能改进以往的研究结果。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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