N. Persky et al., MEAN-FIELD BEHAVIOR OF CLUSTER DYNAMICS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 54(3), 1996, pp. 2351-2358
The dynamic behavior of cluster algorithms is analyzed in the classica
l mean-field limit. Rigorous analytical results below T-c establish th
at the dynamic exponent has the value z(SW)=1 for the Swendsen-Wang al
gorithm and z(W)=0 for the Wolff algorithm. An efficient Monte Carlo i
mplementation is introduced, adapted for using these algorithms for fu
lly connected graphs. Extensive simulations both above and below T-c d
emonstrate scaling and evaluate the finite-size scaling function by me
ans of a rather impressive collapse of the data.