TY - JOUR
T1 - Sharp asymptotics for stochastic dynamics with parallel updating rule
AU - Nardi, F.R.
AU - Spitoni, C.
PY - 2012
Y1 - 2012
N2 - In this paper we study the metastability problem for a stochastic dynamics with a parallel updating rule; in particular we consider a ¿nite volume Probabilistic Cellular Automaton (PCA) in a small external ¿eld at low temperature regime. We are interested in the nucleation of the system, i.e., the typical excursion from the metastable phase (the con¿guration with all minuses) to the stable phase (the con¿guration with all pluses), triggered by the formation of a critical droplet. The main result of the paper is the sharp estimate of the nucleation time: we show that the nucleation time divided by its average converges to an exponential random variable and that the rate of the exponential random variable is an exponential function of the inverse temperature ß times a prefactor that does not scale with ß. Our approach combines geometric and potential theoretic arguments.
AB - In this paper we study the metastability problem for a stochastic dynamics with a parallel updating rule; in particular we consider a ¿nite volume Probabilistic Cellular Automaton (PCA) in a small external ¿eld at low temperature regime. We are interested in the nucleation of the system, i.e., the typical excursion from the metastable phase (the con¿guration with all minuses) to the stable phase (the con¿guration with all pluses), triggered by the formation of a critical droplet. The main result of the paper is the sharp estimate of the nucleation time: we show that the nucleation time divided by its average converges to an exponential random variable and that the rate of the exponential random variable is an exponential function of the inverse temperature ß times a prefactor that does not scale with ß. Our approach combines geometric and potential theoretic arguments.
U2 - 10.1007/s10955-011-0413-6
DO - 10.1007/s10955-011-0413-6
M3 - Article
SN - 0022-4715
VL - 146
SP - 701
EP - 718
JO - Journal of Statistical Physics
JF - Journal of Statistical Physics
IS - 4
ER -