- 01-359 Nils Berglund and Barbara Gentz
- Beyond the Fokker--Planck equation:
Pathwise control of noisy bistable systems
(906K, Postscript)
Oct 9, 01
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Abstract. We introduce a new method, allowing to describe slowly time-dependent
Langevin equations through the behaviour of individual paths. This
approach yields considerably more information than the computation of
the probability density. The main idea is to show that for
sufficiently small noise intensity and slow time dependence, the vast
majority of paths remain in small space--time sets, typically in the
neighbourhood of potential wells. The size of these sets often has a
power-law dependence on the small parameters, with universal
exponents. The overall probability of exceptional paths is
exponentially small, with an exponent also showing power-law
behaviour. The results cover time spans up to the maximal Kramers
time of the system. We apply our method to three phenomena
characteristic for bistable systems: stochastic resonance, dynamical
hysteresis and bifurcation delay, where it yields precise bounds on
transition probabilities, and the distribution of hysteresis areas and
first-exit times. We also discuss the effect of coloured noise.
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