International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

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Volume 8 Issue 3
May-June 2026

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Modern Pseudo-Random Number Generator Algorithms

Author(s) Mr. Laxman Mukhiya, Dr. Yatu Rani
Country India
Abstract Pseudo-Random Number Generators (PRNGs) are a fundamental component of modern computing, underpinning applications that range from cryptographic protocols and scientific simulations to machine learning and gaming engines. I have reviewed different algorithms and evaluated across key parameters including period length, speed, statistical quality, and security characteristics. The goal is to provide students and practitioners with a clear and practical understanding of when and why a particular PRNG should be chosen for a given application.
Keywords seudo-Random Number Generator, Mersenne Twister, PCG, Xoshiro, Blum Blum Shub, Cryptographic Security, Statistical Randomness
Field Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In Volume 8, Issue 3, May-June 2026
Published On 2026-05-15
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E-ISSN 2582-2160
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