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A Fast Direct Sampling Algorithm for Equilateral Closed Polygons

Published 7 Oct 2015 in cond-mat.stat-mech, math.PR, and math.SG | (1510.02466v2)

Abstract: Sampling equilateral closed polygons is of interest in the statistical study of ring polymers. Over the past 30 years, previous authors have proposed a variety of simple Markov chain algorithms (but have not been able to show that they converge to the correct probability distribution) and complicated direct samplers (which require extended-precision arithmetic to evaluate numerically unstable polynomials). We present a simple direct sampler which is fast and numerically stable, and analyze its runtime using a new formula for the volume of equilateral polygon space as a Dirichlet-type integral.

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