Optimized multicanonical simulations: a proposal based on classical fluctuation theory.

Autor: Viana Lopes J; Centro de Física do Porto and Departamento de Física, Faculdade de Ciências, Universidade do Porto, 4169-007 Porto, Portugal., Costa MD, Lopes dos Santos JM, Toral R
Jazyk: angličtina
Zdroj: Physical review. E, Statistical, nonlinear, and soft matter physics [Phys Rev E Stat Nonlin Soft Matter Phys] 2006 Oct; Vol. 74 (4 Pt 2), pp. 046702. Date of Electronic Publication: 2006 Oct 05.
DOI: 10.1103/PhysRevE.74.046702
Abstrakt: We propose a recursive procedure to estimate the microcanonical density of states in multicanonical Monte Carlo simulations which relies only on measurements of moments of the energy distribution, avoiding entirely the need for energy histograms. This method yields directly a piecewise analytical approximation to the microcanonical inverse temperature beta(E) and allows improved control over the statistics and efficiency of the simulations. We demonstrate its utility in connection with recently proposed schemes for improving the efficiency of multicanonical sampling, either with adjustment of the asymptotic energy distribution or with the replacement of single spin flip dynamics with collective updates.
Databáze: MEDLINE