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Семинар лаборатории ПреМоЛаб
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Random sampling: billiard walk algorithm Е. Н. Грязина Институт проблем управления им. В. А. Трапезникова РАН, г. Москва |
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Аннотация: Hit-and-Run is known to be one of the best random sampling algorithms, its mixing time is polynomial in dimension. Nevertheless, in practice the number of iterations required to achieve uniformly distributed samples is rather high. We propose new random walk algorithm based on billiard trajectories. Numerical experiments demonstrate much faster convergence to uniform distribution. |