Natural Test for Random Numbers Generator Based on Exponential Distribution
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Датум
2019
Наслов журнала
Журнал ISSN
Наслов волумена
Издавач
MDPI
Апстракт
We will prove that when uniformly distributed random numbers are sorted by value, their
successive di erences are a exponentially distributed random variable Ex( ). For a set of n random numbers, the parameters of mathematical expectation and standard deviation is = n1. The theorem was verified on four series of 200 sets of 101 random numbers each. The first series was obtained on the basis of decimals of the constant e = 2.718281 : : : , the second on the decimals of the constant = 3.141592 : : : , the third on a Pseudo Random Number generated from Excel function RAND, and the fourth series of True Random Number generated from atmospheric noise. The obtained results confirm the application of the derived theorem in practice.
Опис
Кључне речи
uniform distribution; memoryless; entropy; pseudo-random number generator