First-passage times for pattern formation in nonlocal partial differential equations

Manuel O. Cáceres and Miguel A. Fuentes
Phys. Rev. E 92, 042122 – Published 9 October 2015

Abstract

We describe the lifetimes associated with the stochastic evolution from an unstable uniform state to a patterned one when the time evolution of the field is controlled by a nonlocal Fisher equation. A small noise is added to the evolution equation to define the lifetimes and to calculate the mean first-passage time of the stochastic field through a given threshold value, before the patterned steady state is reached. In order to obtain analytical results we introduce a stochastic multiscale perturbation expansion. This multiscale expansion can also be used to tackle multiplicative stochastic partial differential equations. A critical slowing down is predicted for the marginal case when the Fourier phase of the unstable initial condition is null. We carry out Monte Carlo simulations to show the agreement with our theoretical predictions. Analytic results for the bifurcation point and asymptotic analysis of traveling wave-front solutions are included to get insight into the noise-induced transition phenomena mediated by invading fronts.

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  • Received 28 May 2015
  • Revised 16 August 2015

DOI:https://doi.org/10.1103/PhysRevE.92.042122

©2015 American Physical Society

Authors & Affiliations

Manuel O. Cáceres1,* and Miguel A. Fuentes2,3,4

  • 1Centro Atómico Bariloche, CNEA, Instituto Balseiro, Universidad Nacional de Cuyo, and CONICET, Avenida E. Bustillo 9500, CP 8400, Bariloche, Argentina
  • 2Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, New Mexico 87501, USA
  • 3Instituto de Investigaciones Filosóficas, Bulnes 642, Buenos Aires 1428, Argentina
  • 4Universidad San Sebastián, Lota 2465, Santiago 7500000, Chile

  • *Corresponding author: caceres@cab.cnea.gov.ar

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Vol. 92, Iss. 4 — October 2015

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