Please use this identifier to cite or link to this item:
https://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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