Optimum Monte Carlo simulations: some exact results
J. Talbot, Gilles Tarjus, Pascal Viot
Abstract
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J. Talbot, Gilles Tarjus, Pascal Viot
Abstract
Open-access reader
We obtain exact results for the acceptance ratio and mean squared displacement in Monte Carlo simulations of the simple harmonic oscillator in D dimensions. When the trial displacement is made uniformly in the radius, we demonstrate that the results are independent of the dimensionality of the space. We also study the dynamics of the process via a spectral analysis and obtain an accurate description for the relaxation time.
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We obtain exact results for the acceptance ratio and mean squared displacement in Monte Carlo simulations of the simple harmonic oscillator in D dimensions. When the trial displacement is made uniformly in the radius, we demonstrate that the results are independent of the dimensionality of the space. We also study the dynamics of the process via a spectral analysis and obtain an accurate description for the relaxation time.
Key concepts: Monte Carlo method, Statistical physics, Curse of dimensionality, Harmonic oscillator, Simple harmonic motion, Monte Carlo method in statistical physics, Monte Carlo molecular modeling, Dynamic Monte Carlo method