Hipster random walks

被引:0
作者
L. Addario-Berry
H. Cairns
L. Devroye
C. Kerriou
R. Mitchell
机构
[1] McGill University,Department of Mathematics and Statistics
[2] Cornell University,Department of Mathematics
[3] McGill University,School of Computer Science
来源
Probability Theory and Related Fields | 2020年 / 178卷
关键词
Recursive distributional equations; Random trees; Numerical analysis; Burgers’ equation; Porous medium equation; PDEs; Interacting particle systems; 60F05; 65M75; 60B10; 60G18;
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学科分类号
摘要
We introduce and study a family of random processes on trees we call hipster random walks, special instances of which we heuristically connect to the min-plus binary trees introduced by Robin Pemantle and studied by Auffinger and Cable (Pemantle’s Min-Plus Binary Tree, 2017. arXiv:1709.07849 [math.PR]), and to the critical random hierarchical lattice studied by Hambly and Jordan (Adv Appl Probab 36(3):824–838, 2004. https://doi.org/10.1239/aap/1093962236). We prove distributional convergence for the processes, after rescaling, by showing that their evolutions can be understood as a discrete analogues of certain convection–diffusion equations, then using a combination of coupling arguments and results from the numerical analysis literature on convergence of numerical approximations of PDEs.
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页码:437 / 473
页数:36
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