Review of High-Quality Random Number Generators


الملخص بالإنكليزية

This is a review of pseudorandom number generators (RNGs) of the highest quality, suitable for use in the most demanding Monte Carlo calculations. All the RNGs we recommend here are based on the Kolmogorov-Anosov theory of mixing in classical mechanical systems, which guarantees under certain conditions and in certain asymptotic limits, that points on the trajectories of these systems can be used to produce random number sequences of exceptional quality. We outline this theory of mixing and establish criteria for deciding which RNGs are sufficiently good approximations to the ideal mathematical systems that guarantee highest quality. The well-known RANLUX (at highest luxury level) and its recent variant RANLUX++ are seen to meet our criteria, and some of the propos

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