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Population explosion suppressed by noise: stationary distributions and how to simulate them

P F Góra 2005 New J. Phys. 7 36   doi: 10.1088/1367-2630/7/1/036  Help

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P F Góra
Marian Smoluchowski Institute of Physics and Mark Kac Complex Systems Research Centre, Jagellonian University, Reymonta 4, 30–059 Kraków, Poland
E-mail: gora@if.uj.edu.pl

Part of Focus on Brownian Motion and Diffusion in the 21st Century

Abstract. We show that two dynamical systems exhibiting very different deterministic behaviours possess very similar stationary distributions when stabilized by a multiplicative Gaussian white noise. We also discuss practical aspects of numerically simulating these systems. We show that there exists a noise level that is optimal in the sense that the interval during which discrete-time versions of the systems remain physical is maximized. Analytical results are illustrated by numerical examples.

Received 31 August 2004
Published 31 January 2005

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