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In this paper we study controlled continuous time random walks (CTRWs) and heuristically derive pay-off function dynamic programming (DP) equations which turn in the limit of standard scaling to fractional Hamilton Jacobi Bellman type…

最优化与控制 · 数学 2012-04-05 V. Kolokoltsov , M. Veretennikova

Initially developed in the framework of quantum stochastic calculus, the main equations of quantum stochastic filtering were later on derived as the limits of Markov models of discrete measurements under appropriate scaling. In many…

数学物理 · 物理学 2020-08-18 Vassili N. Kolokoltsov

We investigate the ergodic properties of Brownian motion in heterogeneous media through the statistics of occupation times. Using the Feynman-Kac formalism, we derive analytical expressions for the distributions, moments, and ergodicity…

统计力学 · 物理学 2025-11-17 Vicenç Méndez , Rosa Flaquer-Galmés

The continuous-time random walk (CTRW) is a pure-jump stochastic process with several applications in physics, but also in insurance, finance and economics. A definition is given for a class of stochastic integrals driven by a CTRW, that…

统计力学 · 物理学 2013-03-19 Guido Germano , Mauro Politi , Enrico Scalas , René L. Schilling

We investigate the dynamics of a particle executing a general Continuous Time Random Walk (CTRW) in three dimensions under the influence of arbitrary time-varying external fields. Contrary to the general approach in recent works, our method…

统计力学 · 物理学 2011-12-15 Shovan Dutta , Subhankar Ray , J. Shamanna

Based on the Langevin description of the Continuous Time Random Walk (CTRW), we consider a generalization of CTRW in which the waiting times between the subsequent jumps are correlated. We discuss the cases of exponential and slowly…

统计力学 · 物理学 2015-05-13 A. V. Chechkin , M. Hofmann , I. M. Sokolov

Systems living in complex non equilibrated environments often exhibit subdiffusion characterized by a sublinear power-law scaling of the mean square displacement. One of the most common models to describe such subdiffusive dynamics is the…

统计力学 · 物理学 2015-07-03 Andrea Cairoli , Adrian Baule

Continuous time random walk (CTRW) subdiffusion along with the associated fractional Fokker-Planck equation (FFPE) is traditionally based on the premise of random clock with divergent mean period. This work considers an alternative CTRW and…

统计力学 · 物理学 2014-09-24 Igor Goychuk

The random walk with hyperbolic probabilities that we are introducing is an example of stochastic diffusion in a one-dimensional heterogeneous media. Although driven by site-dependent one-step transition probabilities, the process retains…

统计力学 · 物理学 2021-06-03 Miquel Montero

We consider the dynamics of a separable Continuous Time Random Walk (CTRW) when the random walker is biased by a velocity field in a uniformly growing domain. Concrete examples for such domains include growing biological cells or lipid…

统计力学 · 物理学 2020-08-26 F. Le Vot , E. Abad , R. Metzler , S. B. Yuste

Random walks are a fundamental tool for analyzing realistic complex networked systems and implementing randomized algorithms to solve diverse problems such as searching and sampling. For many real applications, their actual effect and…

社会与信息网络 · 计算机科学 2018-03-09 Yuan Lin , Zhongzhi Zhang

A novel version of the Continuous-Time Random Walk (CTRW) model with memory is developed. This memory means the dependence between arbitrary number of successive jumps of the process, while waiting times between jumps are considered as…

数据分析、统计与概率 · 物理学 2016-12-16 Tomasz Gubiec , Ryszard Kutner

Continuous Time Random Walks (CTRWs) are jump processes with random waiting times between jumps. We study scaling limits for CTRWs where the distribution of jumps and waiting times is coupled and varies in space and time. Such processes…

概率论 · 数学 2015-01-06 Peter Straka

We study a symmetric random walk (RW) in one spatial dimension in environment, formed by several zones of finite width, where the probability of transition between two neighboring points and corresponding diffusion coefficient are…

统计力学 · 物理学 2017-04-03 A. V. Nazarenko , V. Blavatska

Sood and Grassberger studied in [Phys. Rev. Lett. 99, 098701 (2007)] random walks on random graphs that are biased towards a fixed target point. They put forward a critical bias strength b_c such that a random walker on an infinite graph…

统计力学 · 物理学 2009-11-13 O. Benichou , R. Voituriez

We study ergodic properties of one-dimensional Brownian motion with resetting. Using generic classes of statistics of times between resets, we find respectively for thin/fat tailed distributions, the normalized/non-normalised invariant…

统计力学 · 物理学 2023-06-26 Eli Barkai , Rosa Flaquer-Galmes , Vicenç Méndez

In this article, we generalize the recent Discrete Time Random Walk (DTRW) algorithm, which was introduced for the computation of probability densities of fractional diffusion. Although it has the same computational complexity and shares…

计算物理 · 物理学 2018-08-20 Gurtek Gill , Peter Straka

We define a general model of stochastically-evolving graphs, namely the \emph{Edge-Uniform Stochastically-Evolving Graphs}. In this model, each possible edge of an underlying general static graph evolves independently being either alive or…

分布式、并行与集群计算 · 计算机科学 2018-07-19 Ioannis Lamprou , Russell Martin , Paul Spirakis

We study one-dimensional discrete as well as continuous time random walks, either with a fixed number of steps (for discrete time) $n$ or on a fixed time interval $T$ (for continuous time). In both cases, we focus on symmetric probability…

统计力学 · 物理学 2017-04-03 Philippe Mounaix , Gregory Schehr

We analyze two models of subdiffusion with stochastic resetting. Each of them consists of two parts: subdiffusion based on the continuous-time random walk (CTRW) scheme and independent resetting events generated uniformly in time according…

统计力学 · 物理学 2019-05-22 Łukasz Kuśmierz , Ewa Gudowska-Nowak