一维对称合作运动

IF 1.5 1区 数学 Q2 STATISTICS & PROBABILITY Probability Theory and Related Fields Pub Date : 2023-12-09 DOI:10.1007/s00440-023-01244-2
Louigi Addario-Berry, Erin Beckman, Jessica Lin
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引用次数: 0

摘要

我们探讨了递归分布方程与抛物型偏微分方程(PDEs)有限差分方案收敛结果之间的关系。我们将重点放在被称为对称合作运动的随机过程族上,它概括了 Addario-Berry 等人(《概率论相关领域》178(1-2):437-473, 2020 年)中介绍的对称简单随机游走和对称臀部随机游走。我们获得了对称合作运动的分布收敛结果,并顺便获得了伯努利中心极限定理的新证明。此外,我们还分别证明了一维多孔介质方程和抛物 p-Laplace 方程的分布解和粘性解的相关 PDE 结果。
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Symmetric cooperative motion in one dimension

We explore the relationship between recursive distributional equations and convergence results for finite difference schemes of parabolic partial differential equations (PDEs). We focus on a family of random processes called symmetric cooperative motions, which generalize the symmetric simple random walk and the symmetric hipster random walk introduced in Addario-Berry et al. (Probab Theory Related fields 178(1–2):437–473, 2020). We obtain a distributional convergence result for symmetric cooperative motions and, along the way, obtain a novel proof of the Bernoulli central limit theorem. In addition, we prove a PDE result relating distributional solutions and viscosity solutions of the porous medium equation and the parabolic p-Laplace equation, respectively, in one dimension.

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来源期刊
Probability Theory and Related Fields
Probability Theory and Related Fields 数学-统计学与概率论
CiteScore
3.70
自引率
5.00%
发文量
71
审稿时长
6-12 weeks
期刊介绍: Probability Theory and Related Fields publishes research papers in modern probability theory and its various fields of application. Thus, subjects of interest include: mathematical statistical physics, mathematical statistics, mathematical biology, theoretical computer science, and applications of probability theory to other areas of mathematics such as combinatorics, analysis, ergodic theory and geometry. Survey papers on emerging areas of importance may be considered for publication. The main languages of publication are English, French and German.
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