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We establish a strong law of large numbers for one-dimensional continuous-time random walks in dynamic random environments under two main assumptions: the environment is required to satisfy a decoupling inequality that can be interpreted as…

We prove a law of large numbers for certain random walks on certain attractive dynamic random environments when initialised from all sites equal to the same state. This result applies to random walks on $\mathbb{Z}^d$ with $d\geq1$. We…

概率论 · 数学 2018-01-11 Stein Andreas Bethuelsen , Markus Heydenreich

We study a random walk driven by a particle system from a generic class, and establish a law of large numbers for the walk for almost all densities of the environment. To do so, we exploit the finite-ranged approximations of the environment…

概率论 · 数学 2026-05-27 Guillaume Conchon--Kerjan , Toril Palaniappan

We prove the law of large numbers and invariance principles for the tagged particle in the asymmetric exclusion process with long jumps when the process starts from its equilibrium measure.

概率论 · 数学 2023-01-03 Linjie Zhao

We consider a branching random walk on $\mathbb{R}$ with a stationary and ergodic environment $\xi=(\xi_n)$ indexed by time $n\in\mathbb{N}$. Let $Z_n$ be the counting measure of particles of generation $n$. For the case where the…

概率论 · 数学 2014-07-30 Chunmao Huang , Quansheng Liu

In this paper, we study random walks evolving on Z in a dynamic random environment that we assume to have time correlations that decrease polynomially fast. We show a law of large numbers by generalizing methods already used for the…

概率论 · 数学 2025-03-04 Julien Allasia

We prove that the spectral radius of an i.i.d.\ random walk on $\GL_d(\C)$ satisfies a strong law of large numbers under finite second moment assumption and a weak law of large numbers under finite first moment. No irreducibility assumption…

动力系统 · 数学 2021-01-12 Richard Aoun , Cagri Sert

In the spirit of a classical results for Crump-Mode-Jagers processes, we prove a strong law of large numbers for homogenous fragmentation processes. Specifically, for self-similar fragmentation processes, including homogenous processes, we…

概率论 · 数学 2008-09-18 S. C. Harris , R. Knobloch , A. E. Kyprianou

In this brief note, we study the strong law of large numbers for random walks in random scenery. Under the assumptions that the random scenery is non-stationary and satisfies weakly dependent condition with an appropriate rate, we establish…

概率论 · 数学 2025-02-11 Sadillo Sharipov

We prove a law of large numbers in terms of complete convergence of independent random variables taking values in increments of monotone functions, with convergence uniform both in the initial and the final time. The result holds also for…

概率论 · 数学 2016-12-30 Tetsuya Hattori

We prove a law of large numbers for a class of multidimensional random walks in random environments where the environment satisfies appropriate mixing conditions, which hold when the environment is a weak mixing field in the sense of…

概率论 · 数学 2007-05-23 Francis Comets , Ofer Zeitouni

For a simple symmetric random walk in dimension $d\geq 3$, a uniform strong law of large numbers is proved for the number of sites with given local time up to time $n$.

概率论 · 数学 2007-05-23 Endre Csáki , Antónia Földes , Pál Révész

We give a short proof of the strong law of large numbers based on duality for random walk

概率论 · 数学 2021-09-10 Nicolas Curien

We prove the law of large numbers for the drift of random walks on the two-dimensional lamplighter group, under the assumption that the random walk has finite $(2+\epsilon)$-moment. This result is in contrast with classical examples of…

概率论 · 数学 2020-12-04 Anna Erschler , Tianyi Zheng

The point of view of the particle is an approach that has proven very powerful in the study of many models of random motions in random media. We provide a new use of this approach to prove the law of large numbers in the case of one or…

概率论 · 数学 2007-05-23 Firas Rassoul-Agha

In this paper we establish a weak and a strong law of large numbers for supercritical superprocesses with general non-local branching mechanisms. Our results complement earlier results obtained for superprocesses with only local branching.…

概率论 · 数学 2019-04-10 Sandra Palau , Ting Yang

Consider a system of independent random walks in the discrete torus with creation-annihilation of particles and possible explosion of the total number of particles in finite time. Rescaling space and rates for…

概率论 · 数学 2015-06-05 Tertuliano Franco , Pablo Groisman

We investigate the long-term behavior of a random walker evolving on top of the simple symmetric exclusion process (SSEP) at equilibrium, in dimension one. At each jump, the random walker is subject to a drift that depends on whether it is…

概率论 · 数学 2020-10-28 Marcelo R. Hilário , Daniel Kious , Augusto Teixeira

In this paper we study a random walk in a one-dimensional dynamic random environment consisting of a collection of independent particles performing simple symmetric random walks in a Poisson equilibrium with density $\rho \in (0,\infty)$.…

Let $\{Z_{m},m\geq 0\}$ be a critical branching process in random environment and $\{S_{m},m\geq 0\}$ be its associated random walk. Assuming that the increments distribution of the associated random walk belongs without centering to the…

概率论 · 数学 2025-12-30 Vladimir Vatutin , Elena Dyakonova
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