Random walks with preferential relocations to places visited in the past and their application to biology
D Boyer, C Solis-Salas - Physical review letters, 2014 - APS
Strongly non-Markovian random walks offer a promising modeling framework for
understanding animal and human mobility, yet, few analytical results are available for these …
understanding animal and human mobility, yet, few analytical results are available for these …
A martingale approach for the elephant random walk
B Bercu - Journal of Physics A: Mathematical and Theoretical, 2017 - iopscience.iop.org
The purpose of this paper is to establish, via a martingale approach, some refinements on
the asymptotic behavior of the one-dimensional elephant random walk (ERW). The …
the asymptotic behavior of the one-dimensional elephant random walk (ERW). The …
Gaussian fluctuation for superdiffusive elephant random walks
N Kubota, M Takei - Journal of Statistical Physics, 2019 - Springer
Elephant random walk is a kind of one-dimensional discrete-time random walk with infinite
memory: For each step, with probability α α the walker adopts one of his/her previous steps …
memory: For each step, with probability α α the walker adopts one of his/her previous steps …
Memory-induced anomalous dynamics: Emergence of diffusion, subdiffusion, and superdiffusion from a single random walk model
We present a random walk model that exhibits asymptotic subdiffusive, diffusive, or
superdiffusive behavior in different parameter regimes. This appears to be an instance of a …
superdiffusive behavior in different parameter regimes. This appears to be an instance of a …
Random recursive trees and the elephant random walk
R Kürsten - Physical Review E, 2016 - APS
One class of random walks with infinite memory, so-called elephant random walks, are
simple models describing anomalous diffusion. We present a surprising connection between …
simple models describing anomalous diffusion. We present a surprising connection between …
On the multi-dimensional elephant random walk
The purpose of this paper is to investigate the asymptotic behavior of the multi-dimensional
elephant random walk (MERW). It is a non-Markovian random walk which has a complete …
elephant random walk (MERW). It is a non-Markovian random walk which has a complete …
A fixed-point equation approach for the superdiffusive elephant random walk
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 …
limiting random variable appearing in the superdiffusive regime. Building on a link between …
Solvable random-walk model with memory and its relations with Markovian models of anomalous diffusion
D Boyer, JCR Romo-Cruz - Physical Review E, 2014 - APS
Motivated by studies on the recurrent properties of animal and human mobility, we introduce
a path-dependent random-walk model with long-range memory for which not only the mean …
a path-dependent random-walk model with long-range memory for which not only the mean …
Non-Gaussian propagator for elephant random walks
For almost a decade the consensus has held that the random walk propagator for the
elephant random walk (ERW) model is a Gaussian. Here we present strong numerical …
elephant random walk (ERW) model is a Gaussian. Here we present strong numerical …
Variations of the elephant random walk
A Gut, U Stadtmüller - Journal of Applied Probability, 2021 - cambridge.org
In the classical simple random walk the steps are independent, that is, the walker has no
memory. In contrast, in the elephant random walk, which was introduced by Schütz and …
memory. In contrast, in the elephant random walk, which was introduced by Schütz and …