5.1 Uniform Distribution Correspondence
Using the compact map \(T\), Eliahou & Verger-Gaugry (2025) [ 2 ] established that their Conjecture 2.4 (every positive integer eventually reaches \(1\) under the map \(T\)) is equivalent to Conjecture 2.5 (for every positive integer \(n\), the proportion of even iterates among the first \(k\) iterates of \(T\) tends to \(1/2\) as \(k \to \infty \)).
See Definition 81 for \(Q(k,n)\) as the number of odd steps in the first \(k\) iterations of \(T\) starting from \(n\).
For all \(a, b, n \in \mathbb {N}\),
The count of odd steps over the first \(a+b\) iterates splits into the count over the first \(a\) iterates starting from \(n\), plus the count over the next \(b\) iterates starting from \(T^a(n)\). This follows directly from the additivity of finite sums and the identity \(T^{a+j}(n) = T^j(T^a(n))\).
For all \(j \in \mathbb {N}\),
By induction on \(j\). The base case \(j = 0\) is trivial. For the inductive step, one uses \(T(1) = 2\) (since \(1\) is odd: \(T(1) = (3 \cdot 1 + 1)/2 = 2\)) and \(T(2) = 1\) (since \(2\) is even: \(T(2) = 2/2 = 1\)), so \(T^{2(j+1)}(1) = T^2(T^{2j}(1)) = T^2(1) = T(2) = 1\).
For all \(j \in \mathbb {N}\),
We have \(T^{2j+1}(1) = T(T^{2j}(1)) = T(1) = 2\) by Lemma 157 and the fact that \(T(1) = 2\).
For all \(i \in \mathbb {N}\), the parity indicator of \(T^i(1)\) satisfies
For all \(j \in \mathbb {N}\),
By induction on \(j\). The base case is trivial. For the inductive step, use Lemma 156 to split the \(2(j+1)\) steps as \(2j\) steps followed by \(2\) steps starting from \(T^{2j}(1) = 1\) (by Lemma 157). The count for the last \(2\) steps starting from \(1\) is \(1\) (since \(T^0(1) = 1\) is odd and \(T^1(1) = 2\) is even), so the total is \(j + 1\).
For all \(j \in \mathbb {N}\),
For all \(m \in \mathbb {N}\), letting \(s = Q(m,\, 1)\),
In other words, \(2s \in \{ m, m+1\} \).
Let \(n \ge 1\) and suppose there exists \(k_0 \ge 1\) such that \(T^{k_0}(n) = 1\). Then the proportion of even iterates satisfies
Let \(s_k = Q(k, n)\). For \(k \ge k_0\), write \(k = k_0 + (k - k_0)\) and apply Lemma 156:
using that \(T^{k_0}(n) = 1\). Let \(c = Q(k_0, n)\), which is a fixed constant with \(c \le k_0\). By Lemma 162 applied to \(m = k - k_0\), we have \(2Q(k-k_0, 1) \in \{ k-k_0,\, k-k_0+1\} \), so:
Using the order-topology characterisation of convergence, we show the limit equals \(1/2\):
Lower bound: For \(a {\lt} 1/2\), set \(\varepsilon = 1 - 2a {\gt} 0\). Choose \(N\) large enough that \((k_0 + 1)/\varepsilon {\lt} N\) and \(k \ge \max (N, k_0+1)\). Then from \(k \le 2s_k + (k_0 + 1)\) we get \((k - s_k)/k {\gt} a\).
Upper bound: For \(b {\gt} 1/2\), set \(\varepsilon = 2b - 1 {\gt} 0\). Choose \(N\) large enough that \((k_0 + 1)/\varepsilon {\lt} N\) and \(k \ge \max (N, k_0+1)\). Then from \(2s_k \le k + (k_0 + 1)\) we get \((k - s_k)/k {\lt} b\).
In both cases, the bound follows by a simple linear arithmetic argument once \(k\) is large enough relative to \((k_0 + 1)/\varepsilon \).
For every \(n\) with \(1 \le n \le 9\), there exists \(k \ge 1\) such that \(T^k(n) = 1\).
Verified by explicit computation for each value \(n \in \{ 1, 2, \ldots , 9\} \): \(T^2(1)=1\), \(T^1(2)=1\), \(T^5(3)=1\), \(T^2(4)=1\), \(T^4(5)=1\), \(T^6(6)=1\), \(T^{11}(7)=1\), \(T^3(8)=1\), \(T^{13}(9)=1\).
For every odd \(n \ge 10\),
This is equivalent to \(30n + 10 \le 31n\), i.e. \(10 \le n\), which holds by assumption.
Let \(k, n \in \mathbb {N}\) and suppose that \(T^j(n) \ge 10\) for all \(j \le k\). Let \(s = Q(k, n)\). Then
By induction on \(k\).
Base case (\(k = 0\)): both sides equal \(n\).
Inductive step: Assume the bound holds for \(k\), with \(s_k = Q(k,n)\), and that \(T^j(n) \ge 10\) for all \(j \le k+1\). Let \(n_k = T^k(n)\) and \(s_{k+1} = s_k + X(n_k)\), where \(X(n_k) \in \{ 0,1\} \) is the parity indicator.
Case \(n_k\) even (\(X(n_k) = 0\)): Then \(T(n_k) = n_k/2\), so \(2T(n_k) = n_k\), and \(s_{k+1} = s_k\).
where the last step uses the induction hypothesis.
Case \(n_k\) odd (\(X(n_k) = 1\)): Then \(T(n_k) = (3n_k+1)/2\), so \(2T(n_k) = 3n_k + 1\), and \(s_{k+1} = s_k + 1\). Since \(n_k \ge 10\) and \(n_k\) is odd, Lemma 165 gives \(10(3n_k+1) \le 31 n_k\).
where the second-to-last step uses the induction hypothesis.
For all \(s, k \in \mathbb {N}\) with \(5s + 1 \le 3k\),
By strong induction on \(s\), with step size \(3\).
Base cases:
\(s = 0\): Need \(1 {\lt} 2^k\). From the hypothesis \(5 \cdot 0 + 1 \le 3k\) we get \(k \ge 1\), so \(2^k \ge 2 {\gt} 1\).
\(s = 1\): Need \(31 {\lt} 2^k \cdot 10\). From \(5 + 1 \le 3k\) we get \(k \ge 2\), so \(2^k \cdot 10 \ge 40 {\gt} 31\).
\(s = 2\): Need \(961 {\lt} 2^k \cdot 100\). From \(11 \le 3k\) we get \(k \ge 4\), so \(2^k \cdot 100 \ge 1600 {\gt} 961\).
Inductive step (\(s \ge 3\), write \(s = s' + 3\)): Assume \(31^{s'} {\lt} 2^{k'} \cdot 10^{s'}\) for all valid \(k'\), where \(5s' + 1 \le 3k'\). Apply the induction hypothesis with \(k' = k - 5\) (valid since \(5(s'+3)+1 \le 3k\) implies \(5s'+1 \le 3(k-5)\), and \(k \ge 6\)):
Using the key arithmetic fact \(31^3 = 29791 {\lt} 32000 = 2^5 \cdot 10^3\):
Let \(m \ge 1\) be a minimal counterexample to Conjecture 2.4, meaning:
\(T^k(m) \ne 1\) for all \(k \ge 1\);
for every \(n {\lt} m\) with \(n \ge 1\), there exists \(k \ge 1\) with \(T^k(n) = 1\).
Then \(T^j(m) \ge m\) for all \(j \in \mathbb {N}\).
Suppose for contradiction that \(T^j(m) {\lt} m\) for some \(j\). The case \(j = 0\) gives \(m {\lt} m\), a contradiction. For \(j = j' + 1\): let \(n' = T^{j'+1}(m)\). Since \(n' {\lt} m\) and \(n' \ge 1\) (because iterates of positive integers stay positive), the minimality of \(m\) gives some \(k \ge 1\) with \(T^k(n') = 1\). But then \(T^{k + (j'+1)}(m) = T^k(T^{j'+1}(m)) = T^k(n') = 1\), contradicting the assumption that \(m\) never reaches \(1\).
Let \(n \in \mathbb {N}\) and suppose that
Then there exists \(k \ge 1\) such that
Since the limit is \(1/2\), the sequence eventually lies in the open interval \((2/5, 3/5)\). Choose \(N\) such that for all \(k \ge N\) the ratio \((k - s_k)/k {\gt} 2/5\), where \(s_k = Q(k,n)\). Set \(k_0 = \max (N, 1)\). Then \((k_0 - s_{k_0})/k_0 {\gt} 2/5\), i.e.
so \(\tfrac {3}{5} k_0 {\gt} s_{k_0}\), which gives \(5 s_{k_0} {\lt} 3 k_0\), i.e. \(5 s_{k_0} + 1 \le 3 k_0\).
Conjectures 2.4 and 2.5 are equivalent:
Conjecture 2.4: For every \(n \ge 1\), there exists \(k \ge 1\) such that \(T^k(n) = 1\).
Conjecture 2.5: For every \(n \ge 1\),
\[ \lim _{k \to \infty } \frac{k - Q(k,\, n)}{k} = \frac{1}{2}. \]
(2.4 \(\Rightarrow \) 2.5). Let \(n \ge 1\). By Conjecture 2.4, there exists \(k_0 \ge 1\) with \(T^{k_0}(n) = 1\). Lemma 163 then directly gives the desired Tendsto conclusion.
(2.5 \(\Rightarrow \) 2.4). Suppose for contradiction that Conjecture 2.4 fails. Then there exists some \(n_0 \ge 1\) with \(T^k(n_0) \ne 1\) for all \(k \ge 1\). Among all such counterexamples, let \(m\) be the minimal one (using Nat.find); formally, let
and set \(m = \min \{ n : P(n)\} \). The properties of \(m\) are:
\(m \ge 1\) and \(T^k(m) \ne 1\) for all \(k \ge 1\).
For every \(n {\lt} m\) with \(n \ge 1\), there exists \(k \ge 1\) with \(T^k(n) = 1\).
Step 1: \(m \ge 10\). By Lemma 164, every \(n\) with \(1 \le n \le 9\) reaches \(1\). So if \(m \le 9\), property (1) would be contradicted. Hence \(m \ge 10\).
Step 2: \(T^j(m) \ge m\) for all \(j\). This is Lemma 168 applied to \(m\) with its minimality property. In particular, all iterates satisfy \(T^j(m) \ge m \ge 10\).
Step 3: Extract \(k\) with a good odd-step ratio. Since Conjecture 2.5 holds (by assumption), the ratio \((k - s_k)/k \to 1/2\) for \(n = m\). By Lemma 169, there exists \(k \ge 1\) with
Step 4: Derive a contradiction. Let \(s = Q(k, m)\).
From Step 2, all iterates \(T^j(m) \ge 10\) for \(j \le k\), so Lemma 166 gives:
\[ 10^s \cdot 2^k \cdot T^k(m) \le 31^s \cdot m. \]Lemma 167 with \(5s + 1 \le 3k\) gives:
\[ 31^s {\lt} 2^k \cdot 10^s. \]
Combining these two inequalities with \(T^k(m) \ge m\) (Step 2):
Dividing by \(10^s \cdot m {\gt} 0\):
i.e. \(31^s \ge 2^k \cdot 10^s\), contradicting Lemma 167.