A novel dynamic model of pseudo random number generator

  • Authors:

  • S. Behnia;A. Akhavan;A. Akhshani;A. Samsudin

  • Affiliations:

  • Department of Physics, Urmia University of Technology, Orumieh, Iran;School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia;Department of Physics, IAU, Orumieh Branch, Orumieh, Iran and School of Physics, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia;School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia

  • Venue:
  • Journal of Computational and Applied Mathematics
  • Year:
  • 2011

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Abstract

An interesting hierarchy of random number generators is introduced in this paper based on the review of random numbers characteristics and chaotic functions theory. The main objective of this paper is to produce an ergodic dynamical system which can be implemented in random number generators. In order to check the efficacy of pseudo random number generators based on this map, we have carried out certain statistical tests on a series of numbers obtained from the introduced hierarchy. The results of the tests were promising, as the hierarchy passed the tests satisfactorily, and offers a great capability to be employed in a pseudo random number generator.