IOP PUBLISHING JOURNAL OF PHYSICS A:MATHEMATICAL AND THEORETICAL
J. Phys. A: Math. Theor. 46 (2013) 505002 (13pp) doi:10.1088/1751-8113/46/50/505002
Exactsolutionofananisotropic2Drandomwalk
modelwithstrongmemorycorrelations
JCCressoni
1, 2
,GMViswanathan
3
andMAAdaSilva
1
1
Departamento de F´ ısica e Qu´ ımica, FCFRP, Universidade de S˜ ao Paulo, Ribeir˜ ao Preto, SP,
14040-903, Brazil
2
Instituto de F´ ısica, Universidade Federal de Alagoas, Macei´ o, AL, 57072-970, Brazil
3
Departamento de F´ ısica Te´ orica e Experimental, Universidade Federal do Rio Grande do Norte,
Natal, RN, 59078-900, Brazil
E-mail: maasilva@fcfrp.usp.br
Received 27 August 2013
Published 26 November 2013
Online at stacks.iop.org/JPhysA/46/505002
Abstract
Over the last decade, there has been progress in understanding one-dimensional
non-Markovian processes via analytic, sometimes exact, solutions. The
extension of these ideas and methods to two and higher dimensions is
challenging. We report the first exactly solvable two-dimensional (2D) non-
Markovian random walk model belonging to the family of the elephant random
walk model. In contrast to L´ evy walks or fractional Brownian motion, such
modelsincorporatememoryeffectsbykeepinganexplicithistoryoftherandom
walk trajectory. We study a memory driven 2D random walk with correlated
memory and stops, i.e. pauses in motion. The model has an inherent anisotropy
with consequences for its diffusive properties, thereby mixing the dominant
regime along one dimension with a subdiffusive walk along a perpendicular
dimension. The anomalous diffusion regimes are fully characterized by an
exact determination of the Hurst exponent. We discuss the remarkably rich
phase diagram, as well as several possible combinations of the independent
walks in both directions. The relationship between the exponents of the first
and second moments is also unveiled.
PACS numbers: 05.40.−a, 05.70.Ln, 02.50.Ey
(Some figures may appear in colour only in the online journal)
1.Introduction
Diffusionregimesaresaidtobeanomalouswhenthemean-square-displacement(MSD)grows
asymptotically with time in a nonlinear fashion. In other words, if the MSD scales as t
2H
,
anomalous diffusion is defined by H �= 1/2, with superdiffusion associated with H > 1/2 and
subdiffusion with H < 1/2. The ubiquitous normal diffusion is defined by H = 1/2 with a
Gaussian random walk propagator. Systems with long-range memory correlations exhibiting
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