Simulation of a directed random-walk model The effect of pseudo-random-number correlations
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.
- Publication:
-
Physica A Statistical Mechanics and its Applications
- Pub Date:
- February 1997
- DOI:
- 10.1016/S0378-4371(97)00126-X
- arXiv:
- arXiv:cond-mat/9612227
- Bibcode:
- 1997PhyA..241..579S
- Keywords:
-
- Condensed Matter - Disordered Systems and Neural Networks;
- Condensed Matter - Statistical Mechanics;
- High Energy Physics - Lattice
- E-Print:
- 12 pages, LaTeX, elsart, epsf, to appear in Physica A