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In this section we present several popular random number generators.
Most RNGs used for simulation share one common characteristic called periodicity,
which will be described in detail in Section 3.1. Longer periods are
desirable since large-scale simulations can use millions of random numbers, it would
be better off if no number is repeated within a small interval.