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We study the average shape of fluctuations for subdiffusive processes, i.e., processes with uncorrelated increments but where the waiting time distribution has a broad power-law tail. This shape is obtained analytically by means of a…

统计力学 · 物理学 2007-05-23 Santos B. Yuste , L. Acedo

The generalized correlation approach, which has been successfully used in statistical radio physics to describe non-Gaussian random processes, is proposed to describe stochastic financial processes. The generalized correlation approach has…

统计理论 · 数学 2015-06-05 Dmitry V. Vinogradov

L\'{e}vy walks are a particular type of continuous-time random walks which results in a super-diffusive spreading of an initially localized packet. The original one-dimensional model has a simple schematization that is based on starting a…

统计力学 · 物理学 2022-01-05 Yurii Bystrik , Sergey Denisov

We study the average shape of a fluctuation of a time series x(t), that is the average value <x(t)-x(0)>_T before x(t) first returns, at time T, to its initial value x(0). For large classes of stochastic processes we find that a scaling law…

统计力学 · 物理学 2009-11-10 Andrea Baldassarri , Francesca Colaiori , Claudio Castellano

We consider a one dimensional random walk in random environment that is uniformly biased to one direction. In addition to the transition probability, the jump rate of the random walk is assumed to be spatially inhomogeneous and random. We…

概率论 · 数学 2018-11-27 Amir Dembo , Ryoki Fukushima , Naoki Kubota

Formulas are derived to compute the mean number of times a site has been visited during symmetric Levy flights. Unrestricted Levy flights are considered first, for lattices of any dimension: conditions for the existence of finite asymptotic…

数据分析、统计与概率 · 物理学 2009-11-11 M. Ferraro , L. Zaninetti

A continuous Markovian model for truncated Levy random walks is proposed. It generalizes the approach developed previously by Lubashevsky et al. Phys. Rev. E 79, 011110 (2009); 80, 031148 (2009), Eur. Phys. J. B 78, 207 (2010) allowing for…

统计力学 · 物理学 2015-05-27 Ihor Lubashevsky

A stochastic process with movement, return, and rest phases is considered in this paper. For the movement phase, the particles move following the dynamics of Gaussian process or ballistic type of L\'evy walk, and the time of each movement…

统计力学 · 物理学 2021-12-01 Tian Zhou , Pengbo Xu , Weihua Deng

L\'evy Flights are paradigmatic generalised random walk processes, in which the independent stationary increments---the "jump lengths"---are drawn from an $\alpha$-stable jump length distribution with long-tailed, power-law asymptote. As a…

统计力学 · 物理学 2020-08-26 A. Padash , A. V. Chechkin , B. Dybiec , I. Pavlyukevich , B. Shokri , R. Metzler

We consider stochastic systems involving general -- non-Gaussian and asymmetric -- stable processes. The random quantities, either a stochastic force or a waiting time in a random walk process, explicitly depend on the position. A…

统计力学 · 物理学 2015-06-18 Tomasz Srokowski

The Riemann walk is the lattice version of the Levy flight. For the one-dimensional Riemann walk of Levy exponent 0<\alpha<2 we study the statistics of the support, i.e. the set of visited sites, after t steps. We consider a wide class of…

统计力学 · 物理学 2010-08-26 A. M. Mariz , F. van Wijland , H. J. Hilhorst , S. R. Gomes Junior , C. Tsallis

Continuous time random walks combining diffusive and ballistic regimes are introduced to describe a class of L\'evy walks on lattices. By including exponentially-distributed waiting times separating the successive jump events of a walker,…

统计力学 · 物理学 2014-12-02 Giampaolo Cristadoro , Thomas Gilbert , Marco Lenci , David P. Sanders

The paper presents a multidimensional model for nonlinear Markovian random walks that generalizes one we developed previously (Phys. Rev. E v.79, 011110, 2009) in order to describe the Levy type stochastic processes in terms of continuous…

统计力学 · 物理学 2015-05-13 Ihor Lubashevsky , Rudolf Friedrich , Andreas Heuer

The paper is devoted to the relationship between the continuous Markovian description of Levy flights developed previously and their equivalent representation in terms of discrete steps of a wandering particle, a certain generalization of…

统计力学 · 物理学 2015-06-04 Ihor Lubashevsky

We establish recurrence criteria for sums of independent random variables which take values in Euclidean lattices of varying dimension. In particular, we describe transient inhomogenous random walks in the plane which interlace two…

概率论 · 数学 2007-05-23 Itai Benjamini , Robin Pemantle , Yuval Peres

Levy walk (LW) process has been used as a simple model for describing anomalous diffusion in which the mean squared displacement of the walker grows non-linearly with time in contrast to the diffusive motion described by simple random walks…

统计力学 · 物理学 2021-10-27 Santanu Das , Anupam Kundu

A Levy walk is a non-Markovian stochastic process in which the elementary steps of the walker consist of motion with constant speed in randomly chosen directions and for a random period of time. The time of flight is chosen from a…

统计力学 · 物理学 2013-08-27 Abhishek Dhar , Keiji Saito

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

Levy flights are random walks in which the probability distribution of the step sizes is fat-tailed. Levy spatial diffusion has been observed for a collection of ultra-cold Rb atoms and single Mg+ ions in an optical lattice. Using the…

统计力学 · 物理学 2015-07-28 E. Barkai , E. Aghion , D. A. Kessler

The L\'evy walk process for a lower interval of an excursion times distribution ($\alpha<1$) is discussed. The particle rests between the jumps and the waiting time is position-dependent. Two cases are considered: a rising and diminishing…

统计力学 · 物理学 2018-06-25 A. Kamińska , T. Srokowski
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