Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields · 1987 · 428 citations · 10 references
Natural SciencesPhysicsComputational PhysicsScientific ComputingStochastic ProcessesComputational ModelingMarkov Chain Monte CarloMonte Carlo MethodsMonte Carlo SimulationSimulation MethodsStatistical MechanicsLattice Gauge TheoryLattice Gauge Theory SimulationMonte Carlo Simulation Modeling
I study a simple variation of the algorithm of Metropolis et al. for simulating statistical systems. The trial changes in any given variable are taken from a region of phase space far from the old value but involving only small changes in energy. This results in correlation times which are short compared to the usual applications of the algorithm of Metropolis et al. Tests with SU(2) and SU(3) lattice gauge theories indicate substantial possible savings in computation time relative to standard approaches.
10
Equation of State Calculations by Fast Computing Machines
N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations
Microcanonical Monte Carlo Simulation
Michael Creutz · Physical Review Letters · 1983 · 575 citations