Temporal Central Limit Theorem for a Multidimensional Adding Machine

Abstract Let p 1 ,..., p s +1 be distinct primes and let T pi be the von Neumann-Kakutani adding machine (1 โ‰ค i โ‰ค s ), T ๐’ซ ( x )= ( T p 1 ( x 1 ),..., T ps ( x s )). Let y i โˆˆ (0, 1) be a p s +1 -rational (1 โ‰ค i โ‰ค s ), ๐Ÿ™ [0 , y) the indicator function of the box [0, y 1 )ร—โ€ฆร—[0, y s ). In this paper, we prove the following central limit theorem: <m:math xmlns:m="http://www.w3.org/1998/Math/MathML" display="block"> <m:mrow> <m:mfrac> <m:mrow> <m:munderover> <m:mo>โˆ‘</m:mo> <m:mrow> <m:mi>k</m:mi> <m:mo>=</m:mo> <m:mo>-</m:mo> <m:mi>n</m:mi> </m:mrow> <m:mrow> <m:mi>n</m:mi> <m:mo>-</m:mo> <m:mn>1</m:mn> </m:mrow> </m:munderover> <m:msub> <m:mo>๐Ÿ™</m:mo> <m:mrow> <m:mo>[</m:mo> <m:mn>0</m:mn> <m:mo>,</m:mo> <m:mi>y</m:mi> <m:mo>)</m:mo> </m:mrow> </m:msub> <m:mo>(</m:mo> <m:msup> <m:msub> <m:mi>T</m:mi> <m:mi>P</m:mi> </m:msub> <m:mi>k</m:mi> </m:msup> <m:mo>(</m:mo> <m:mi>x</m:mi> <m:mo>)</m:mo> <m:mo>-</m:mo> <m:mn>2</m:mn> <m:mi>n</m:mi> <m:msub> <m:mi>y</m:mi> <m:mn>1</m:mn> </m:msub> <m:msub> <m:mi>y</m:mi> <m:mn>2</m:mn> </m:msub> <m:mo>โ‹ฏ</m:mo> <m:msub> <m:mi>y</m:mi> <m:mi>s</m:mi> </m:msub> <m:mo>)</m:mo> </m:mrow> <m:mrow> <m:msub> <m:mi>โ„‹</m:mi> <m:mi>N</m:mi> </m:msub> <m:mo>(</m:mo> <m:mi>x</m:mi> <m:mo>)</m:mo> <m:mo>โ‹…</m:mo> <m:msup> <m:msub> <m:mi>log</m:mi> <m:mn>2</m:mn> </m:msub> <m:mrow> <m:mi>s</m:mi> <m:mo>/</m:mo> <m:mn>2</m:mn> </m:mrow> </m:msup> <m:mi>N</m:mi> </m:mrow> </m:mfrac> <m:mo>โ†’</m:mo> <m:mrow> <m:mi>N</m:mi> <m:mo>(</m:mo> <m:mn>0</m:mn> <m:mo>,</m:mo> <m:mn>1</m:mn> <m:mo>)</m:mo> </m:mrow> </m:mrow> </m:math> \frac{\sum_{k=-n}^{\,n-1}\mathbb{1}_{[0,y)}\!\left(T_{P}^{k}(\mathbf{x})- 2n\,y_{1}y_{2}\cdots y_{s}\right)}{\mathcal{H}_{N}(\mathbf{x})\,\log_{2}^{\,s/2} N}\xrightarrow{w} \mathcal{N}(0,1) when n is sampled uniformly from {1,..., N }, โ„‹ N ( x )โˆˆ[ฯ… 1 ,ฯ… 2 ] with some ฯ… 1 ,ฯ… 2 &gt; 0, for almost all x โˆˆ[0, 1) s . The main tool in the proof is the S -unit theorem and the theorem on linear forms in the logarithm.

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Journal
Uniform distribution theory
Published
2025-05-01
DOI
https://doi.org/10.2478/udt-2025-0010
Primary Topic
Computability, Logic, AI Algorithms
Type
article
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article

Temporal Central Limit Theorem for a Multidimensional Adding Machine

Mordechay B. Levin
Uniform distribution theory
Computability, Logic, AI Algorithms
article

Temporal Central Limit Theorem for a Multidimensional Adding Machine

Mordechay B. Levin
article en

Abstract

Abstract Let p 1 ,..., p s +1 be distinct primes and let T pi be the von Neumann-Kakutani adding machine (1 โ‰ค i โ‰ค s ), T ๐’ซ ( x )= ( T p 1 ( x 1 ),..., T ps ( x s )). Let y i โˆˆ (0, 1) be a p s +1 -rational (1 โ‰ค i โ‰ค s ), ๐Ÿ™ [0 , y) the indicator function of the box [0, y 1 )ร—โ€ฆร—[0, y s ). In this paper, we prove the following central limit theorem: <m:math xmlns:m="http://www.w3.org/1998/Math/MathML" display="block"> <m:mrow> <m:mfrac> <m:mrow> <m:munderover> <m:mo>โˆ‘</m:mo> <m:mrow> <m:mi>k</m:mi> <m:mo>=</m:mo> <m:mo>-</m:mo> <m:mi>n</m:mi> </m:mrow> <m:mrow> <m:mi>n</m:mi> <m:mo>-</m:mo> <m:mn>1</m:mn> </m:mrow> </m:munderover> <m:msub> <m:mo>๐Ÿ™</m:mo> <m:mrow> <m:mo>[</m:mo> <m:mn>0</m:mn> <m:mo>,</m:mo> <m:mi>y</m:mi> <m:mo>)</m:mo> </m:mrow> </m:msub> <m:mo>(</m:mo> <m:msup> <m:msub> <m:mi>T</m:mi> <m:mi>P</m:mi> </m:msub> <m:mi>k</m:mi> </m:msup> <m:mo>(</m:mo> <m:mi>x</m:mi> <m:mo>)</m:mo> <m:mo>-</m:mo> <m:mn>2</m:mn> <m:mi>n</m:mi> <m:msub> <m:mi>y</m:mi> <m:mn>1</m:mn> </m:msub> <m:msub> <m:mi>y</m:mi> <m:mn>2</m:mn> </m:msub> <m:mo>โ‹ฏ</m:mo> <m:msub> <m:mi>y</m:mi> <m:mi>s</m:mi> </m:msub> <m:mo>)</m:mo> </m:mrow> <m:mrow> <m:msub> <m:mi>โ„‹</m:mi> <m:mi>N</m:mi> </m:msub> <m:mo>(</m:mo> <m:mi>x</m:mi> <m:mo>)</m:mo> <m:mo>โ‹…</m:mo> <m:msup> <m:msub> <m:mi>log</m:mi> <m:mn>2</m:mn> </m:msub> <m:mrow> <m:mi>s</m:mi> <m:mo>/</m:mo> <m:mn>2</m:mn> </m:mrow> </m:msup> <m:mi>N</m:mi> </m:mrow> </m:mfrac> <m:mo>โ†’</m:mo> <m:mrow> <m:mi>N</m:mi> <m:mo>(</m:mo> <m:mn>0</m:mn> <m:mo>,</m:mo> <m:mn>1</m:mn> <m:mo>)</m:mo> </m:mrow> </m:mrow> </m:math> \frac{\sum_{k=-n}^{\,n-1}\mathbb{1}_{[0,y)}\!\left(T_{P}^{k}(\mathbf{x})- 2n\,y_{1}y_{2}\cdots y_{s}\right)}{\mathcal{H}_{N}(\mathbf{x})\,\log_{2}^{\,s/2} N}\xrightarrow{w} \mathcal{N}(0,1) when n is sampled uniformly from {1,..., N }, โ„‹ N ( x )โˆˆ[ฯ… 1 ,ฯ… 2 ] with some ฯ… 1 ,ฯ… 2 &gt; 0, for almost all x โˆˆ[0, 1) s . The main tool in the proof is the S -unit theorem and the theorem on linear forms in the logarithm.

Uniform distribution theoryVol. 20(1)
Bar-Ilan University (IL)
Openalex Percentile: Top 26%
Computability, Logic, AI Algorithms
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Temporal Central Limit Theorem for a Multidimensional Adding Machine โ€” Mordechay B. Levin ยท Uniform distribution theory (2025) | TGRS Research Map | TGRS