Asymptotic behaviour of random walks with correlated temporal structure.

Proc Math Phys Eng Sci

Hugo Steinhaus Center , Institute of Mathematics and Computer Science, Wrocław University of Technology, Wybrzeze Wyspianskiego 27, 50-370 Wrocław, Poland.

Published: November 2013

We introduce a continuous-time random walk process with correlated temporal structure. The dependence between consecutive waiting times is generated by weighted sums of independent random variables combined with a reflecting boundary condition. The weights are determined by the memory kernel, which belongs to the broad class of regularly varying functions. We derive the corresponding diffusion limit and prove its subdiffusive character. Analysing the set of corresponding coupled Langevin equations, we verify the speed of relaxation, Einstein relations, equilibrium distributions, ageing and ergodicity breaking.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3780819PMC
http://dx.doi.org/10.1098/rspa.2013.0419DOI Listing

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