Me. Clamp et al., HYBRID MONTE-CARLO - AN EFFICIENT ALGORITHM FOR CONDENSED MATTER SIMULATION, Journal of computational chemistry, 15(8), 1994, pp. 838-846
A detailed comparison has been made of the performance of molecular dy
namics and hybrid Monte Carlo simulation algorithms for calculating th
ermodynamic properties of 2D Lennard-Jonesium. The hybrid Monte Carlo
simulation required an order of magnitude fewer steps than the molecul
ar dynamics simulation to calculate reproducible values of the specifi
c heat. The ergodicity of the two algorithms was compared via the use
of intermediate scattering functions. For classical systems the interm
ediate scattering functions should be real; however, a simple analysis
demonstrates that this function will have a significant imaginary com
ponent when ergodicity breaks down. For q vectors near the zone bounda
ry, the scattering functions are real for both algorithms. However, fo
r q vectors near the zone center (i.e., harmonic, weakly coupled modes
), the scatttering function calculated via molecular dynamics had a si
gnificantly larger imaginary component than that calculated using hybr
id Monte Carlo. Therefore, the hybrid Monte Carlo algorithm is more er
godic and samples phase space more efficiently than molecular dynamics
for simulations of 2D Lennard-Jonesium. (C) 1994 by John Wiley and So
ns, Inc.