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Improving the Statistical Quality of Pseudo-Random Number Generators by Using Multiply-With-Carry
This study evaluates the statistical properties of pseudo-random number generators (PRNGs) that use the multiply-with-carry method. This method is applied to the linear congruential generator (LCG), which is a well-known method in the literature, and it is heavily used by the software industry. The statistical properties of this PRNG are evaluated using two famous tests: PractRand and TestU01. Evaluation results confirmed that the statistical properties of the LCG PRNG are improved by using the multiply-with-carry method.
Improving the Statistical Quality of Pseudo-Random Number Generators by Using Multiply-With-Carry
This study evaluates the statistical properties of pseudo-random number generators (PRNGs) that use the multiply-with-carry method. This method is applied to the linear congruential generator (LCG), which is a well-known method in the literature, and it is heavily used by the software industry. The statistical properties of this PRNG are evaluated using two famous tests: PractRand and TestU01. Evaluation results confirmed that the statistical properties of the LCG PRNG are improved by using the multiply-with-carry method.
Improving the Statistical Quality of Pseudo-Random Number Generators by Using Multiply-With-Carry
Gdeisat, Munther (author) / Al Sa'd, Mohammad (author) / Moumouni, Yacouba (author) / Judi, Arif (author) / Khodary, Ahmed (author) / Desmal, Abdulla (author) / Arbi, Abdelrahman (author) / Asous, Jawdat (author) / Galupa, Nicolae (author) / Shareef, Zahid (author)
2024-06-03
384857 byte
Conference paper
Electronic Resource
English
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