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Journal of Complexity
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Journal of Complexity
Article . 2007
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Pseudorandom numbers and entropy conditions

Authors: István Berkes; Walter Philipp; Robert F. Tichy;

Pseudorandom numbers and entropy conditions

Abstract

The authors investigate measures of pseudorandomness of finite sequences \((x_n)\) of real numbers. They extend the well-distribution measure introduced by \textit{C. Mauduit} and \textit{A. Sárközy} [Acta Arith. 82, No. 4, 365--377 (1997; Zbl 0886.11048)], which analyzes the behavior of a sequence \((x_n)\) along arithmetic progressions \((x_{ak+b})\), by replacing the class of arithmetic progressions by an arbitrary class \({\mathcal A}\) of sequences of positive integers. They show that this generalized measure is closely related to the metric entropy of the class \({\mathcal A}\). This fact is used to derive precise bounds for the pseudorandomness measure of classical constructions, in particular, `truly' random sequences and sequences of the form \(\{n_k\omega\}\), where \(\{.\}\) denotes the fractional part, \(\omega\in [0,1)\) and \((n_k)\) is a given sequence of integers.

Keywords

Statistics and Probability, Pseudo-random numbers; Monte Carlo methods, Numerical Analysis, Combinatorial probability, Algebra and Number Theory, Control and Optimization, Well-distribution measure, Metric entropy, Applied Mathematics, Well-Distribution, Pseudorandomness, Discrepancy

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Average
Average
Average
hybrid