Research Barbara Gentz
The Effect of Noise on Hysteresis Cycles
 
We consider the overdamped motion

of a Brownian particle in a periodically modulated asymmetric double-well potential. In the deterministic case , the following behaviour is observed:
For small amplitudes , the particle remains in the same potential well at all times, and the area enclosed by its path (over one period) is of order .
For larger amplitudes, the particle switches wells twice per period. Thus, the enclosed area is of order one.

The effect of noise on this system is characterized by a threshold value for the noise intensity. Below the threshold level, the area enclosed by a typical sample path is close to the corresponding deterministic value, while above threshold, the area is typically of order one. In effect, there are three different regimes:

The small-amplitude regime: If the amplitude of the modulation is too small to allow for transitions in the absence of noise and the noise intensity is below threshold, then the hysteresis area is typically of order .
The large-amplitude regime: If the amplitude of the modulation is large enough to allow for transitions (even in the absence of noise) and the noise intensity is below threshold, then the hysteresis area is typically close to the deterministic value which is of order one.
The large-noise regime: If the noise intensity is above threshold, then the hysteresis area is typically of order one. The remarkable fact is that this typical value is smaller than the static hysteresis area and does not depend on the amplitude or the speed of modulation .

 

  Deterministic and random hysteresis cycles in (a) the small-amplitude regime, (b) the large-amplitude regime, (c) the large-noise regime.


The threshold value for the noise intensity shows a power-law dependence on the speed and the amplitude of the modulation. We study the scaling of the typical hysteresis area as a function of and (for noise intensities below threshold) and with (for noise intensities above threshold). The probability of atypical behaviour is found to be exponentially small.

 
Related Publications
 
Nils Berglund and Barbara Gentz
The effect of additive noise on dynamical hysteresis
Nonlinearity 15, 605–632 (2002)
Nils Berglund and Barbara Gentz
Beyond the Fokker-Planck equation: Pathwise control of noisy bistable systems
J. Phys. A: Math. Gen. 35, 2057–2091 (2002)
Nils Berglund and Barbara Gentz
Metastability in simple climate models: Pathwise analysis of slowly driven Langevin equations
Stoch. Dyn. 2, 327–356 (2002)
Nils Berglund and Barbara Gentz
Noise-Induced Phenomena in Slow-Fast Dynamical Systems. A Sample-Paths Approach
Probability and its Applications, Springer-Verlag (2005)
 
Links
 
Research Barbara Gentz
Homepage Barbara Gentz
 
 

Last modified: 29 October 2006, Barbara Gentz