Brownian motion in Collatz orbits

For a positive integer n let m(n) be the least value of its Collatz orbit and τ*(n) the first time the orbit reaches it; both are finite for every n, and nothing is assumed about the Collatz conjecture. We prove that the descent of a typical orbit to its minimum is a Brownian motion, independent of where the orbit ends. For n uniform in [2, X], the time to fall to or below n1−s (or to reach the minimum, if sooner), centered at μ s log n and scaled by σ√(log n), converges as a process in s ∈ [0, 1] to standard Brownian motion, jointly with and independently of m(n); here μ = 2/log(4/3) and σ² = 2(log 3)²/(log(4/3))³. The same holds on every arithmetic progression, in logarithmic density, and jointly with the residue that produces the teeth of the stopping-time histogram. Consequently half of all positive integers take at least μ log n steps to reach their minimum, and the fractions of the descent spent above its chord and behind its average schedule follow the uniform and arcsine laws. For fixed 0 < s < 1 the clock has Gaussian moderate deviations with relative error up to K√(log n log log n) for every K, and for s > 1/1001 also given a fate of positive density. Every set invariant under the map above some point has a natural density. The argument uses no numerical computation. This paper extends A Gaussian law for Collatz total stopping times (Zenodo 23046896). Companion paper: Gaussian but not locally Gaussian.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-09
DOI
https://doi.org/10.5281/zenodo.23252394
Citations
4
Primary Topic
Analytic Number Theory Research
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Brownian motion in Collatz orbits

David Leen
4 citations
Zenodo (CERN European Organization for Nuclear Research)
Analytic Number Theory Research
preprint

Brownian motion in Collatz orbits

David Leen
preprint en
4 citations

Abstract

For a positive integer n let m(n) be the least value of its Collatz orbit and τ*(n) the first time the orbit reaches it; both are finite for every n, and nothing is assumed about the Collatz conjecture. We prove that the descent of a typical orbit to its minimum is a Brownian motion, independent of where the orbit ends. For n uniform in [2, X], the time to fall to or below n1−s (or to reach the minimum, if sooner), centered at μ s log n and scaled by σ√(log n), converges as a process in s ∈ [0, 1] to standard Brownian motion, jointly with and independently of m(n); here μ = 2/log(4/3) and σ² = 2(log 3)²/(log(4/3))³. The same holds on every arithmetic progression, in logarithmic density, and jointly with the residue that produces the teeth of the stopping-time histogram. Consequently half of all positive integers take at least μ log n steps to reach their minimum, and the fractions of the descent spent above its chord and behind its average schedule follow the uniform and arcsine laws. For fixed 0 < s < 1 the clock has Gaussian moderate deviations with relative error up to K√(log n log log n) for every K, and for s > 1/1001 also given a fate of positive density. Every set invariant under the map above some point has a natural density. The argument uses no numerical computation. This paper extends A Gaussian law for Collatz total stopping times (Zenodo 23046896). Companion paper: Gaussian but not locally Gaussian.

Zenodo (CERN European Organization for Nuclear Research)
Analytic Number Theory Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.