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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

The well-scaled transition to the diffusion limit in the framework of the theory of continuous-time random walk (CTRW)is presented starting from its representation as an infinite series that points out the subordinated character of the CTRW…

统计力学 · 物理学 2015-06-25 Rudolf Gorenflo , Francesco Mainardi , Alessandro Vivoli

Continuous time random walks (CTRWs) are used in physics to model anomalous diffusion, by incorporating a random waiting time between particle jumps. In finance, the particle jumps are log-returns and the waiting times measure delay between…

数据分析、统计与概率 · 物理学 2008-12-10 Mark M. Meerschaert , Enrico Scalas

Continuous time random walks (CTRWs) are versatile models for anomalous diffusion processes that have found widespread application in the quantitative sciences. Their scaling limits are typically non-Markovian, and the computation of their…

概率论 · 数学 2014-07-25 Mark M. Meerschaert , Peter Straka

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

In a continuous time random walk (CTRW), each random jump follows a random waiting time. CTRW scaling limits are time-changed processes that model anomalous diffusion. The outer process describes particle jumps, and the non-Markovian inner…

概率论 · 数学 2016-11-29 Mark M. Meerschaert , Erkan Nane , Yimin Xiao

In this paper continuous time random walk models approximating fractional space-time diffusion processes are studied. Stochastic processes associated with the considered equations represent time-changed processes, where the time-change…

概率论 · 数学 2014-09-16 Sabir Umarov

Standard continuous time random walk (CTRW) models are renewal processes in the sense that at each jump a new, independent pair of jump length and waiting time are chosen. Globally, anomalous diffusion emerges through action of the…

统计力学 · 物理学 2015-06-17 Johannes HP Schulz , Aleksei V Chechkin , Ralf Metzler

Recent findings suggest that processes such as the electronic energy transfer through the photosynthetic antenna display quantal features, aspects known from the dynamics of charge carriers along polymer backbones. Hence, in modeling energy…

量子物理 · 物理学 2015-05-13 Elena Agliari , Oliver Muelken , Alexander Blumen

Continuous time random walks have random waiting times between particle jumps. We define the correlated continuous time random walks (CTRWs) that converge to fractional Pearson diffusions (fPDs). The jumps in these CTRWs are obtained from…

概率论 · 数学 2017-08-24 Nikolai N. Leonenko , Ivan Papić , Alla Sikorskii , Nenad Šuvak

We adapt continuous time random walk (CTRW) formalism to describe asset price evolution and discuss some of the problems that can be treated using this approach. We basically focus on two aspects: (i) the derivation of the price…

物理与社会 · 物理学 2008-12-10 J. Masoliver , M. Montero , J. Perello , G. H. Weiss

Subordinating a random walk to a renewal process yields a continuous time random walk (CTRW) model for diffusion, including the possibility of anomalous diffusion. Transition densities of scaling limits of power law CTRWs have been shown to…

概率论 · 数学 2010-05-14 Peter Straka , Bruce Ian Henry

Quantum mechanical systems exhibit an inherently probabilistic nature upon measurement which excludes in principle the singular direct observability continual case. Quantum theory of time continuous measurements and quantum prediction…

数学物理 · 物理学 2007-05-23 V. P. Belavkin

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

Functional limit theorem for continuous-time random walks (CTRW) are found in general case of dependent waiting times and jump sizes that are also position dependent. The limiting anomalous diffusion is described in terms of fractional…

概率论 · 数学 2022-05-03 Vassili N. Kolokoltsov

The combined Continuous Time Random Walk (CTRW) in position and momentum space is introduced, in the form of two coupled integral equations that describe the evolution of the probability distribution for finding a particle at a certain…

混沌动力学 · 物理学 2007-10-29 H. Isliker

Continuous time random walks have been developed as a straightforward generalisation of classical random walk processes. Some 10 years ago, Fogedby introduced a continuous representation of these processes by means of a set of Langevin…

数据分析、统计与概率 · 物理学 2009-11-13 D. Kleinhans , R. Friedrich

The foundations of the fractional diffusion equation are investigated based on coupled and decoupled continuous time random walks (CTRW). For this aim we find an exact solution of the decoupled CTRW, in terms of an infinite sum of stable…

统计力学 · 物理学 2009-11-07 Eli Barkai

We develop the idea of non-Markovian CTRW (continuous time random walk) approximation to the evolution of interacting particle systems, which leads to a general class of fractional kinetic measure-valued evolutions with variable order. We…

概率论 · 数学 2022-06-07 Vassili N. Kolokoltsov , Marianna S. Troeva

Continuous-time random walks (CTRW) play important role in understanding of a wide range of phenomena. However, most theoretical studies of these models concentrate only on stationary-state dynamics. We present a new theoretical approach,…

统计力学 · 物理学 2015-05-14 Anatoly B. Kolomeisky
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