Extreme Value Distribution Project

9 Cauchy-Hamel functional equation

9.1 Positive measure additive subgroups of the reals

Lemma 9.1 Countably many connected components for an open set

Let \(X\) be a locally connected separable space. Then any open subset \(U \subseteq X\) has at most countably many connected components.

Proof

(The proof is already formalized, see: IsOpen.countable-setOf-connectedComponentIn.)

For subsets \(A, B \subseteq \mathbb {R}\), we use the following notation for pointwise sum sets and difference sets:

\begin{align*} A + B & = \left\{ a + b \; \big| \; a \in A, \, b \in B \right\} , \\ A - B & = \left\{ a - b \; \big| \; a \in A, \, b \in B \right\} . \end{align*}

We denote by \(\Lambda \) the Lebesgue measure on \(\mathbb {R}\).

Lemma 9.2 Finding an interval with high overlap

Let \(A \subset \mathbb {R}\) be a measurable set such that \(0 {\lt} \Lambda [A] {\lt} +\infty \). Then for any \(r \in [0,1)\), there exists a nontrivial interval \(J \subset \mathbb {R}\) (a subset of the real line which is connected and has nonempty interior) such that

\begin{align*} \Lambda [A \cap J] \; {\gt} \; r \, \Lambda [J] . \end{align*}
Proof

Assume, without loss of generality, \(0 {\lt} r {\lt} 1\). Since the Lebesgue measure is outer regular, we can find an open set \(U \subset \mathbb {R}\) such that \(A \subseteq U\) and \(\Lambda [U] {\lt} r^{-1} \, \Lambda [A]\).

The open set \(U\) has at most countably many connected components (which are in fact open intervals); denote by \((U_i)_{i \in I}\) the indexed collection of them.

Note that for at least one index \(j \in I\) we have \(\Lambda [A \cap U_j] {\gt} r \Lambda [U_j]\), because otherwise we get

\begin{align*} \Lambda [A] = \Lambda [A \cap U] = \, & \sum _{i \in I} \Lambda [A \cap U_i] \\ \le \, & r \sum _{i \in I} \Lambda [U_i] \\ = \, & r \Lambda [U], \end{align*}

contradicting the choice of \(U\).

Now \(J = U_j\) has the desired properties.

Lemma 9.3 Shifts of a smaller interval contained in a larger interval

Let \(I, J\) be nontrivial intervals, whose length satisfy

\begin{align*} 0 \; {\lt} \; \Lambda [J] \; {\lt} \; \Lambda [I] \; {\lt} \, +\infty . \end{align*}

Then there exists an open interval \(\Delta \) of length \(\Lambda [\Delta ] = \Lambda [I] - \Lambda [J] {\gt} 0\) such that

\begin{align*} t + J \; \subset \; I \qquad \text{ for any $t \in \Delta $.} \end{align*}
Proof

Lemma 9.4 Overlapping union of copies of an interval

Let \(J\) be a nontrivial interval of finite length (\(0 \, {\lt} \, \Lambda [J] \, {\lt} +\infty \)). Let \(c {\lt} 1\) and denote \(\delta = c \Lambda [J] \, {\lt} \, \Lambda [J]\). Then for any \(t \in (-\delta ,\delta )\), the set \(J' = (t+J) \cup J\) is an interval (connected set with nonempty interior) whose length satisfies the bound \(\Lambda [J'] \, {\lt} \, (1+c) \, \Lambda [J]\).

Proof

Denote \(a = \inf J\) and \(b = \sup J\). We have \(-\infty {\lt} a {\lt} b {\lt} +\infty \) and

\begin{align*} (a,b) \; \subseteq \; J \; \subseteq \; [a,b] \end{align*}

and we have \(\Lambda [J] = b - a\).

Let \(t \in (+\delta ,\delta )\), with \(\delta = c \, \Lambda [J] = c(b-a)\). Then we have the containments

\begin{align*} \big( \min \{ a,a+t\} , \max \{ b,b+t\} \big) \; \subseteq \; (t+J) \cup J \; \subseteq \; \big[ \min \{ a,a+t\} , \max \{ b,b+t\} \big] . \end{align*}

It in particular follows that \(J' := (t+J) \cup J\) is an interval.

If \(t \ge 0\), then \(J'\) is contained in \([a,b+t]\) which has length \(b+t-a = (b-a) + t {\lt} \Lambda [J] + c \, \Lambda [J] = (1+c) \Lambda [J]\). If \(t {\lt} 0\), then \(J'\) is contained in \([a+t,b]\) and one similarly gets a length bound.

Lemma 9.5 Difference set of positive measure set contains an interval

Let \(A \subset \mathbb {R}\) be a measurable set of positive Lebesgue measure. Then there exists a \(\delta {\gt} 0\) such that

\begin{align*} (-\delta ,\delta ) \, \subseteq \, A - A . \end{align*}
Proof

Pick a measurable subset \(A_0 \subseteq A\) such that \(0 {\lt} \Lambda [A_0] {\lt} +\infty \).

By Lemma 9.2, we can find a nontrivial interval \(J\) such that \(\Lambda [A_0 \cap J] {\gt} \frac{3}{4} \Lambda [J]\). Let \(\delta = \frac{1}{2} \Lambda [J]\). We claim that \((-\delta ,\delta ) \subseteq A_0 - A_0\) (which then clearly implies the assertion of the lemma). Indeed, suppose \(t \in (-\delta ,\delta )\). Then by Lemma 9.4, \((t+J) \cup J\) is an interval of length less than \(\frac{3}{2} \Lambda [J]\). Moreover, we have \(A_0 \cap J \subseteq (t+J) \cup J\) and \(t+(A_0 \cap J) \subseteq (t+J) \cup J\). Now note that

\begin{align*} \Lambda [t + (A_0 \cap J)] = \Lambda [A_0 \cap J] {\gt} \frac{3}{4} \Lambda [J] . \end{align*}

If the sets \(t + (A_0 \cap J)\) and \((A_0 \cap J)\) were disjoint, then the measure of \((A_0 \cap J) \cup (t+(A_0 \cap J))\) would thus be greater than \(\frac{3}{2} \Lambda [J]\), which is impossible given the length of the interval \((t+J) \cup J\) is less than \(\frac{3}{2} \Lambda [J]\). Therefore there exists a point \(a \in (t + (A_0 \cap J)) \cap (A_0 \cap J)\). Denoting \(a' = a - t\), we have \(a, a' \in A_0 \cap J \subseteq A_0\) and \(t = a - a' \in A_0 - A_0 \subseteq A - A\). Since \(t \in (-\delta ,\delta )\) was arbitrary, this proves the assertion.

Lemma 9.6 Dividing a high overlap interval
#

Let \(A\) be a measurable. Suppose that for some \(a {\lt} b\), the interval \(J = (a,b)\) satisfies \(\Lambda [A \cap J] \; {\gt} \; r \, \Lambda [J]\). Let \(m \in \mathbb {N}_{+}\), and consider the subintervals

\begin{align*} J_i = \Big( a + \frac{i}{(b-a)m} , \; a + \frac{i+1}{(b-a)m} \Big) \qquad \text{ for $i = 0, \ldots , m-1$.} \end{align*}

Then for some \(i\) we have \(\Lambda [A \cap J_i] \; {\gt} \; r \, \Lambda [J_i]\).

Proof
Lemma 9.7 Difference of two positive measure sets contains an interval

Let \(A, B \subset \mathbb {R}\) be two measurable sets of positive Lebesgue measure. Then the difference set \(A - B\) contains a nontrivial open interval.

Proof

Pick measurable subsets \(A_0 \subseteq A\) and \(B_0 \subseteq B\) such that \(0 {\lt} \Lambda [A_0] {\lt} +\infty \) and \(0 {\lt} \Lambda [B_0] {\lt} +\infty \).

By Lemma 9.2, we can find nontrivial intervals \(J, I\) such that \(\Lambda [A_0 \cap J] {\gt} \frac{3}{4} \Lambda [J]\) and \(\Lambda [B_0 \cap I] {\gt} \frac{3}{4} \Lambda [I]\).

By Lemma 9.6 for any \(n,m \in \mathbb {N}\) we can find intervals \(I' \subset I\) and \(J' \subset J\) with \(\Lambda [I'] = \frac{1}{n} \Lambda [I]\) and \(\Lambda [J'] = \frac{1}{m} \Lambda [J]\) and such that \(\Lambda [A_0 \cap J'] {\gt} \frac{3}{4} \Lambda [J']\) and \(\Lambda [B_0 \cap I'] {\gt} \frac{3}{4} \Lambda [I']\). By choosing \(n\) and \(m\) suitably, we can ensure that

\begin{align*} \frac{1}{2} \Lambda [I’] \; \le \; \Lambda [J’] \; {\lt} \; \Lambda [I’] . \end{align*}

Then by Lemma 9.3 there exists an open interval \(\Delta \) of length \(\Lambda [\Delta ] \, {\gt} \, \Lambda [I'] - \Lambda [J']\) such that for all \(t \in \Delta \) we have \(t + J' \subset I'\).

Consider a fixed \(t \in \Delta \). Observe that \(t + (B_0 \cap J) \subset I'\) and

\begin{align*} \Lambda [t + (B_0 \cap J’)] \; = \; \Lambda [B_0 \cap J’] \; {\gt} \; \frac{3}{4} \Lambda [J’] \; \ge \; \frac{3}{8} \Lambda [I’] . \end{align*}

We now claim that \(A_0 \cap I'\) and \(t + (B_0 \cap J')\) intersect. Their measures add up to at least

\begin{align*} \Lambda [A_0 \cap I’] + \Lambda [t + (B_0 \cap J’)] \; = \; & \Lambda [A_0 \cap I’] + \Lambda [B_0 \cap J’] \\ \; {\gt} \; & \frac{3}{4} \Lambda [I’] + \frac{3}{4} \Lambda [J’] \\ \; \ge \; & \frac{3}{4} \Lambda [I’] + \frac{3}{8} \Lambda [I’] \; = \; & \frac{9}{8} \Lambda [I’] . \end{align*}

and both have been shown to be subsets of \(I'\); therefore they cannot be disjoint. In particular there is a point \(z \in (A_0 \cap I') \cap (t + B_0 \cap J')\), which means that

\begin{align*} a = z = t + b \end{align*}

for some \(a \in A_0 \cap I'\) and \(b \in B_0 \cap J'\). We solve \(t = a - b \in A_0 - B_0 \subseteq A - B\). Since \(t \in \Delta \) was arbitrary, we have shown that the nontrivial open interval \(\Delta \) is contained in \(A - B\).