Please use this identifier to cite or link to this item: http://er.chdtu.edu.ua/handle/ChSTU/90
Title: The Method and Criterion for Quality Assessment of Random Number Sequences
Authors: Фауре, Еміль Віталійович
Щерба, Анатолій Іванович
Рудницький, Володимир Миколайович
Keywords: random numbers;correlation;quality assessment;statistical criterion
Issue Date: 2016
Publisher: Cybernetics and Systems Analysis
Abstract: The authors analyze the dependence of the uniformity of distribution of signs of empirical autocorrelation function with respect to the number of overlapping symbols of intervals into which a sequence of random numbers is divided. A feasible “threshold” of overlap is established, below which the signs of the autocorrelation function are uniformly distributed. The concept of barrier function is defined and used to develop a criterion for the quality assessment of random number generators. The technique of its application and its implementation for several well-known generators are presented.
URI: http://er.chdtu.edu.ua/handle/ChSTU/90
https://link.springer.com/article/10.1007/s10559-016-9824-3
Other Identifiers: DOI: 10.1007/s10559-016-9824-3
Volume: 52
Issue: 2
First Page: 277
End Page: 284
Appears in Collections:Наукові публікації викладачів (ФІТІС)

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