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Article . 2012
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Conference object . 2012
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Article . 2012
License: CC BY
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Lyapunov exponent: Towards randomness measure

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 05 Sep 2012 English Publisher:Zenodo
Authors: Machicao, Jeaneth; Marco, Anderson; Bruno, Odemir Martinez;

doi: 10.5281/zenodo.7272612 , 10.5281/zenodo.7272611

Lyapunov exponent: Towards randomness measure

Abstract

We propose a method based on Lyapunov Exponente (LE) capable of measuring randomness of PRNGs (pseudo-random number generators). We study PRNG as discrete dynamical system, motivated by the strong relation between chaos and randomness. Results show good discrimination among PRNG parameters.

This extended abstract was presented by Jeaneth Machicao at 2nd Satellite Meeting on Complex Behaviour in Discrete Dynamical System part of European Conference on Complex Systems (ECCS'12), 2012

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Keywords

PRNG, lyapunov exponent, chaos theory

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This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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