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A new algorithm for Monte Carlo simulation of Ising spin systems

by: A. B. Bortz, M. H. Kalos, J. L. Lebowitz
Journal of Computational Physics, Vol. 17, No. 1. (January 1975), pp. 10-18, doi:10.1016/0021-9991(75)90060-1  Key: citeulike:4542845

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Abstract

We describe a new algorithm for Monte Carlo simulation of Ising spin systems and present results of a study comparing the speed of the new technique to that of a standard technique applied to a square lattice of 6400 spins evolving via single spin flips. We find that at temperatures T < Tc, the critical temperature, the new technique is faster than the standard technique, being ten times faster at T = 0.588 Tc. We expect that the new technique will be especially valuable in Monte Carlo simulation of the time evolution of binary alloy systems. The new algorithm is essentially a reorganization of the standard algorithm. It accounts for the a priori probability of changing spins before, rather than after, choosing the spin or spins to change.


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