Enm. Cirillo et E. Olivieri, RENORMALIZATION-GROUP AT CRITICALITY AND COMPLETE ANALYTICITY OF CONSTRAINED MODELS - A NUMERICAL STUDY, Journal of statistical physics, 86(5-6), 1997, pp. 1117-1151
We study the majority rule transformation applied to the Gibbs measure
for the 2D Ising model at the critical point. The aim is to show that
the renormalized Hamiltonian is well defined in the sense that the re
normalized measure is Gibbsian. We analyze the validity of Dobrushin-S
hlosman uniqueness (DSU) finite-size condition for the ''constrained m
odels'' corresponding to different configurations of the ''image'' sys
tem. Ii is known that DSU implies, in our 2D case, complete analyticit
y from which, as recently shown by Haller and Kennedy, Gibbsianness Fo
llows. We introduce a Monte Carlo algorithm to compute an upper bound
to Vasserstein distance (appearing in DSU) between finite-volume Gibbs
measures with different boundary conditions. We get strong numerical
evidence that indeed the DSU condition is verified for a large enough
volume V for all constrained models.