Berkes István, Borda Bence
Alfréd Rényi Institute of Mathematics Budapest Hungary.
Graz University of Technology Graz Austria.
J Lond Math Soc. 2023 Aug;108(2):409-440. doi: 10.1112/jlms.12749. Epub 2023 May 6.
Random walks on the circle group whose elementary steps are lattice variables with span or taken mod exhibit delicate behavior. In the rational case, we have a random walk on the finite cyclic subgroup , and the central limit theorem and the law of the iterated logarithm follow from classical results on finite state space Markov chains. In this paper, we extend these results to random walks with irrational span , and explicitly describe the transition of these Markov chains from finite to general state space as along the sequence of best rational approximations. We also consider the rate of weak convergence to the stationary distribution in the Kolmogorov metric, and in the rational case observe a phase transition from polynomial to exponential decay after steps. This seems to be a new phenomenon in the theory of random walks on compact groups. In contrast, the rate of weak convergence to the stationary distribution in the total variation metric is purely exponential.
在圆周群上的随机游走,其基本步长是跨度为 或 取模的格变量,呈现出微妙的行为。在有理情形下,我们有在有限循环子群 上的随机游走,中心极限定理和重对数律可由有限状态空间马尔可夫链的经典结果推出。在本文中,我们将这些结果推广到具有无理跨度 的随机游走,并明确描述这些马尔可夫链在沿着最佳有理逼近序列 时从有限状态空间到一般状态空间的转变。我们还考虑了在柯尔莫哥洛夫度量下到平稳分布的弱收敛速率,并且在有理情形下观察到在 步之后从多项式衰减到指数衰减的相变。这似乎是紧致群上随机游走理论中的一个新现象。相比之下,在全变差度量下到平稳分布的弱收敛速率是纯指数的。