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We study the elephant random walk in arbitrary dimension $d\geq 1$. Our main focus is the limiting random variable appearing in the superdiffusive regime. Building on a link between the elephant random walk and P\'olya-type urn models, we…

概率论 · 数学 2024-04-18 Hélène Guérin , Lucile Laulin , Kilian Raschel

When the memory parameter of the elephant random walk is above a critical threshold, the process becomes superdiffusive and, once suitably normalised, converges to a non-Gaussian random variable. In a recent paper by the three first…

概率论 · 数学 2024-09-12 Hélène Guérin , Lucile Laulin , Kilian Raschel , Thomas Simon

Elephant random walk is a kind of one-dimensional discrete-time random walk with infinite memory: For each step, with probability $\alpha$ the walker adopts one of his/her previous steps uniformly chosen at random, and otherwise he/she…

概率论 · 数学 2019-11-26 Naoki Kubota , Masato Takei

The one-dimensional elephant random walk is a typical model of discrete-time random walk with step-reinforcement, and is introduced by Sch\"{u}tz and Trimper (2004). It has a parameter $\alpha \in (-1,1)$: The case $\alpha=0$ corresponds to…

概率论 · 数学 2023-03-01 Masafumi Hayashi , So Oshiro , Masato Takei

We introduce an original way to estimate the memory parameter of the elephant random walk, a fascinating discrete time random walk on integers having a complete memory of its entire history. Our estimator is nothing more than a…

概率论 · 数学 2021-12-21 Bernard Bercu , Lucile Laulin

In this paper, we introduce a variation of the elephant random walk whose steps are polynomially decaying. At each time $k$, the walker's step size is $k^{-\gamma}$ with $\gamma>0$. We investigate effects of the step size exponent $\gamma$…

概率论 · 数学 2025-05-02 Yuzaburo Nakano

We study the limiting behaviors of a generalized elephant random walk on the integer lattice. This random walk is defined by using two sequences of parameters expressing the memory at each step from the whole past and the drift of each step…

概率论 · 数学 2022-12-08 Yuichi Shiozawa

Elephant random walk, introduced to study the effect of memory on random walks, is a novel type of walk that incorporates the information of one randomly chosen past step to determine the future step. However, memory of a process can be…

概率论 · 数学 2025-09-15 Krishanu Maulik , Parthanil Roy , Tamojit Sadhukhan

For the standard elephant random walk, Laulin (2022) studied the case when the increment of the random walk is not uniformly distributed over the past history instead has a power law distribution. We study such a problem for the…

概率论 · 数学 2024-02-06 Rahul Roy , Masato Takei , Hideki Tanemura

We present a continuous time generalization of a random walk with complete memory of its history [Phys. Rev. E 70, 045101(R) (2004)] and derive exact expressions for the first four moments of the distribution of displacement when the number…

统计力学 · 物理学 2007-05-23 Francis N. C. Paraan , J. P. Esguerra

We consider a discrete-time random walk where the random increment at time step $t$ depends on the full history of the process. We calculate exactly the mean and variance of the position and discuss its dependence on the initial condition…

统计力学 · 物理学 2009-11-10 Gunter M. Schütz , Steffen Trimper

Elephant random walk is a special type of random walk that incorporates the memory of the past to determine its future steps. The probability of this walk taking a particular step (+1 or -1) at a time point, conditioned on the entire…

概率论 · 数学 2026-05-19 Krishanu Maulik , Parthanil Roy , Tamojit Sadhukhan

The elephant random walk (ERW) is a microscopic, one-dimensional, discrete-time, non-Markovian random walk, which can lead to anomalous diffusion due to memory effects. In this study, I propose a multi-dimensional generalization in which…

统计力学 · 物理学 2019-12-02 Vitor M. Marquioni

A probabilistic approach is provided to establish new hypergeometric identities. It is based on the calculation of moments of the limiting distribution of the position of the elephant random walk in the superdiffusive regime.

概率论 · 数学 2019-03-01 Bernard Bercu , Marie-Line Chabanol , Jean-Jacques Ruch

In this paper, we introduce the elephant random walk (ERW) with memory consisting of randomly selected steps from its history. It is a time-changed variant of the standard elephant random walk with memory consisting of its full history. At…

概率论 · 数学 2025-01-23 M. Dhillon , K. K. Kataria

We explore the impact of long-range memory on the properties of a family of quantum walks in a one-dimensional lattice and discrete time, which can be understood as the quantum version of the classical "Elephant Random Walk" non-Markovian…

量子物理 · 物理学 2018-06-20 Giuseppe Di Molfetta , Diogo O. Soares-Pinto , Silvio M. Duarte Queiros

We consider a generalized model of elephant random walks wherein the walker, during the $(n+1)$-st time-stamp, draws from the past (i.e. the set $\{1,2,\ldots,n\}$) a sample of $k$ time-stamps, either with replacement or without, where $k$…

概率论 · 数学 2026-01-09 Moumanti Podder , Archi Roy

We study the enhanced diffusivity in the so called elephant random walk model with stops (ERWS) by including symmetric random walk steps at small probability $\epsilon$. At any $\epsilon > 0$, the large time behavior transitions from…

概率论 · 数学 2017-05-09 Jiancheng Lyu , Jack Xin , Yifeng Yu

In this work we study asymptotic properties of a long range memory random walk known as elephant random walk. First we prove recurrence and positive recurrence for the elephant random walk. Then, we establish the transience regime of the…

概率论 · 数学 2020-11-05 Cristian F. Coletti , Ioannis Papageorgiou

We extend to the gamut of functional forms of the probability distribution of the time-dependent step-length a previous model dubbed Elephant Quantum Walk, which considers a uniform distribution and yields hyperballistic dynamics where the…

量子物理 · 物理学 2020-07-21 Marcelo A. Pires , Giuseppe Di Molfetta , Sílvio M. Duarte Queirós
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