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4 - First passage time problems for non-Markovian processes

Published online by Cambridge University Press:  05 January 2012

Katja Lindenberg
Affiliation:
University of California
Bruce J. West
Affiliation:
University of California
Jaume Masoliver
Affiliation:
University of California
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Summary

Introduction

This book is a reflection of the recent interest in the correlation properties of fluctuations driving linear and nonlinear systems. The interest arises because fluctuations in physical systems are never truly white and because of the sensitive dependence of certain system properties on these correlations. In the last few years a number of theoretical techniques have been proposed for the proper treatment of colored noise in stochastic systems. Also, a number of experiments have been designed to explore the effects of color on system response.

In this chapter we concentrate on one class of properties that are particularly responsive to the color of the noise that drives a physical system. The first time T(xp) that an evolving stochastic physical process X(t) reaches a preassigned value xp is called the first passage time and depends sensitively on the correlation properties of the noise. Of course the first passage time T(xp) is itself a statistical quantity and is characterized by a distribution function f(t) as distinct from the distribution P(x, t) for the state variable.

The first passage time from an initial state X(0) = x0 to xp is sensitive to the distribution density P(x, t) for values of x covered by X(t) as it evolves from x0 to xp. The biggest contributions to T(xp) arise from those portions of a trajectory for which P(x, t) is small. These improbable regions of phase space through which the trajectory passes are the most difficult to traverse and therefore contribute most to the first passage time.

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Publisher: Cambridge University Press
Print publication year: 1989

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