Simulation of a directed random-walk model the effect of pseudo-random-number correlations
/ Authors
/ Abstract
We investigate the mechanism that leads to systematic deviations in cluster Monte Carlo simulations when correlated pseudo-random numbers are used. We present a simple model which enables an analysis of the effects due to correlations in several types of pseudo-random-number sequences. This model provides qualitative understanding of the bias mechanism in a class of cluster Monte Carlo algorithms.
Journal: Physica A-statistical Mechanics and Its Applications