Ln. Shchur et al., SIMULATION OF A DIRECTED RANDOM-WALK MODEL - THE EFFECT OF PSEUDO-RANDOM-NUMBER CORRELATIONS, Physica. A, 241(3-4), 1997, pp. 579-592
We investigate the mechanism that leads to systematic deviations in cl
uster Monte Carlo simulations when correlated pseudo-random numbers ar
e used. We present a simple model which enables an analysis of the eff
ects due to correlations in several types of pseudo-random-number sequ
ences. This model provides qualitative understanding of the bias mecha
nism in a class of cluster Monte Carlo algorithms.