Escape problem for irreversible systems
- 1 August 1993
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 48 (2) , 931-938
- https://doi.org/10.1103/physreve.48.931
Abstract
The problem of noise-induced escape from a metastable state arises in physics, chemistry, biology, systems engineering, and other areas. The problem is well understood when the underlying dynamics of the system obey detailed balance. When this assumption fails many of the results of classical transition-rate theory no longer apply, and no general method exists for computing the weak-noise asymptotic behavior of fundamental quantities such as the mean escape time. In this paper we present a general technique for analyzing the weak-noise limit of a wide range of stochastically perturbed continuous-time nonlinear dynamical systems. We simplify the original problem, which involves solving a partial differential equation, into one in which only ordinary differential equations need be solved. This allows us to resolve some old issues for the case when detailed balance holds. When it does not hold, we show how the formula for the asymptotic behavior of the mean escape time depends on the dynamics of the system along the most probable escape path. We also present results on short-time behavior and discuss the possibility of focusing along the escape path.Keywords
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This publication has 26 references indexed in Scilit:
- Transition-rate theory for nongradient drift fieldsPhysical Review Letters, 1992
- Thermodynamic and stochastic theory for nonequilibrium systems with multiple reactive intermediates: The concept and role of excess workThe Journal of Chemical Physics, 1992
- Reaction-rate theory: fifty years after KramersReviews of Modern Physics, 1990
- A Direct Approach to the Exit ProblemSIAM Journal on Applied Mathematics, 1990
- Mean exit times over fluctuating barriersPhysics Letters A, 1989
- Theory Of Markovian Access to Collision ChannelsIEEE Transactions on Communications, 1987
- Stochastic catastrophe theory in computer performance modelingJournal of the ACM, 1987
- Mean first passage time and the lifetime of a metastable stateZeitschrift für Physik B Condensed Matter, 1987
- A WKB treatment of diffusion in a multidimensional bistable potentialJournal of Statistical Physics, 1980
- Frequency Factors in the Thermally Activated ProcessPhysical Review B, 1961