Cluster continuous time random walks

Agnieszka Jurlewicz; Mark M. Meerschaert; Hans-Peter Scheffler

Studia Mathematica (2011)

  • Volume: 205, Issue: 1, page 13-30
  • ISSN: 0039-3223

Abstract

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In a continuous time random walk (CTRW), a random waiting time precedes each random jump. The CTRW model is useful in physics, to model diffusing particles. Its scaling limit is a time-changed process, whose densities solve an anomalous diffusion equation. This paper develops limit theory and governing equations for cluster CTRW, in which a random number of jumps cluster together into a single jump. The clustering introduces a dependence between the waiting times and jumps that significantly affects the asymptotic limit. Vector jumps are considered, along with oracle CTRW, where the process anticipates the next jump.

How to cite

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Agnieszka Jurlewicz, Mark M. Meerschaert, and Hans-Peter Scheffler. "Cluster continuous time random walks." Studia Mathematica 205.1 (2011): 13-30. <http://eudml.org/doc/285699>.

@article{AgnieszkaJurlewicz2011,
abstract = {In a continuous time random walk (CTRW), a random waiting time precedes each random jump. The CTRW model is useful in physics, to model diffusing particles. Its scaling limit is a time-changed process, whose densities solve an anomalous diffusion equation. This paper develops limit theory and governing equations for cluster CTRW, in which a random number of jumps cluster together into a single jump. The clustering introduces a dependence between the waiting times and jumps that significantly affects the asymptotic limit. Vector jumps are considered, along with oracle CTRW, where the process anticipates the next jump.},
author = {Agnieszka Jurlewicz, Mark M. Meerschaert, Hans-Peter Scheffler},
journal = {Studia Mathematica},
keywords = {continuous time random walk; random number of jumps; operator stable law; scaling limit; equations with fractional partial derivatives},
language = {eng},
number = {1},
pages = {13-30},
title = {Cluster continuous time random walks},
url = {http://eudml.org/doc/285699},
volume = {205},
year = {2011},
}

TY - JOUR
AU - Agnieszka Jurlewicz
AU - Mark M. Meerschaert
AU - Hans-Peter Scheffler
TI - Cluster continuous time random walks
JO - Studia Mathematica
PY - 2011
VL - 205
IS - 1
SP - 13
EP - 30
AB - In a continuous time random walk (CTRW), a random waiting time precedes each random jump. The CTRW model is useful in physics, to model diffusing particles. Its scaling limit is a time-changed process, whose densities solve an anomalous diffusion equation. This paper develops limit theory and governing equations for cluster CTRW, in which a random number of jumps cluster together into a single jump. The clustering introduces a dependence between the waiting times and jumps that significantly affects the asymptotic limit. Vector jumps are considered, along with oracle CTRW, where the process anticipates the next jump.
LA - eng
KW - continuous time random walk; random number of jumps; operator stable law; scaling limit; equations with fractional partial derivatives
UR - http://eudml.org/doc/285699
ER -

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