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Convergence for the Wang-Landau Density of States...

by Gregory P Brown, Od K Odbadrakh, Donald M Nicholson, Markus Eisenbach
Publication Type
Journal
Journal Name
Physical Review E
Publication Date
Page Number
65702
Volume
84
Issue
6

The Wang-Landau method of estimating the density of states, g (E), has become a powerful tool in statistical mechanics. Here it is shown that the distribution of random walkers sampled using an estimated density of states can always be used to improve the estimate. Specifically, this can be done without resorting to an auxiliary modification factor, f, which previously has been been used to find g (E) self consistently through a procedure that reduces f incrementally towards unity. The new, straight-forward approach is validated for multiple, independent random walkers.