Properties of Knuth’s Quadratic Congruential Sequences with Modulus m = 2W p

Takeru Miyazaki, Shunsuke Araki, Kohei Kawase, S. Uehara, Y. Nogami
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Abstract

In this paper, we give some important characteristics of Knuth’s quadratic congruential sequences with a particular modulus as a pseudorandom number generator. For modulus m = 2W p where p is an odd prime, we derive some periodic relations of the sequence by using analysis results shown by Iwasaki and Umeno for their one-stroke polynomial. Accordingly, we have theoretical analysis for randomness of these sequences and evaluate pseudorandom number outputs by these sequences by the NIST statistical tests.
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模m = 2wp的Knuth二次同余序列的性质
本文给出了具有特定模的Knuth二次同余序列作为伪随机数发生器的一些重要特征。对于模m = 2wp,其中p是奇素数,我们利用Iwasaki和Umeno对其一冲程多项式的分析结果,导出了序列的一些周期关系。据此,我们对这些序列的随机性进行了理论分析,并通过NIST统计检验对这些序列的伪随机数输出进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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