Zw. Sun et al., CHARACTERISTICS OF ELECTRON MOVEMENT IN VARIATIONAL MONTE-CARLO SIMULATIONS, The Journal of chemical physics, 100(2), 1994, pp. 1278-1289
Improving the efficiency of quantum Monte Carlo (QMC) to make possible
the study of large molecules poses a great challenge. Evaluating the
efficiency of Monte Carlo sampling, however, is at a rudimentary level
and in need of new algorithms. Instead of the autocorrelation time as
an efficiency measure for Monte Carlo simulations, we propose a direc
t method to characterize the movement of electrons in atoms or molecul
es during variational Monte Carlo computations. Further, the approach
makes possible an efficient diagnostic tool to understand objectively
many interesting issues in QMC. The usefulness of the method is demons
trated by comparisons among improved Metropolis algorithms and the ori
ginal Metropolis algorithm. We also present an optimization method for
choosing step sizes for Monte Carlo walkers. These step sizes are gov
erned by the acceptance ratio of the electrons closest to the heaviest
nucleus. Step sizes obtained for Ne and Ar are consistent with those
obtained by the autocorrelation approach. Our study shows no evidence
to support distinctions of core and valence electrons during simulatio
ns, and confirms that, in most cases, moving electrons individually is
more efficient than moving ah the electrons at once. We find that ''t
rapped'' or ''stale'' configurations are due to a large quantum force,
and a solution to this problem is suggested