23.6 Localisable Measures
Definition 23.6.1 (Essential Supremum).label Let $(X, \cm, \mu)$ be a measure space, $\ce \subset \cm$, and $S \in \cm$, then $S$ is an essential upper bound of $\ce$ if for any $E \in \ce$, $\mu(E \setminus S) = 0$. If in addition, for any essential upper bound $T$ of $\ce$, $\mu(S \setminus T) = 0$, then $S$ is an essential supremum of $\ce$.
Definition 23.6.2 (Localisable).label Let $(X, \cm, \mu)$ be a measure space, then $X$ is localisable if:
- (1)
$\mu$ is semifinite.
- (2)
For every $\ce \subset \cm$, there exists an essential supremum $A$ of $\ce$.
Definition 23.6.3 (Decomposable).label Let $(X, \cm, \mu)$ be a measure space and $\seqi{A}\subset \cm$, then $\seqi{A}$ is a decomposition of $(X, \cm, \mu)$ if:
- (1)
For each $i \in I$, $\mu(A_{i}) < \infty$.
- (2)
$X = \bigsqcup_{i \in I}X_{i}$.
- (3)
$\cm = \bracs{E \subset X|E \cap A_i \in \cm \forall i \in I}$.
- (4)
For each $E \in \cm$, $\mu(E) = \sum_{i \in I}\mu(E \cap A_{i})$.
If $(X, \cm, \mu)$ admits a decomposition, then it is decomposable.
Lemma 23.6.4.label Let $(X, \cm, \mu)$ be a finite measure space, $\ce \subset \cm$, and $\mathcal{S}$ be the set of all essential upper bounds of $\ce$, then:
- (1)
$\mathcal{S}\ne \emptyset$.
- (2)
For any $S \in \cm$, $S \in \mathcal{S}$ if and only if $\mu(S \cap E) = \mu(E)$ for all $E \in \ce$.
- (3)
For any $\seq{S_n}\subset \mathcal{S}$, $\bigcap_{n \in \natp}S_{n} \in \mathcal{S}$.
- (4)
There exists $S \in \mathcal{S}$ such that $\mu(S) = \inf\bracs{\mu(T)|T \in \mathcal{S}}$.
- (5)
For any $S \in \mathcal{S}$ with $\mu(S) = \inf\bracs{\mu(T)|T \in \mathcal{S}}$, $S$ is an essential supremum of $\ce$.
Proof. (1): $X \in \mathcal{S}$.
(2): Since $\mu$ is finite, for any $E \in \ce$, $\mu(S \cap E) = \mu(E)$ if and only if $\mu(E \setminus S) = 0$.
(3): Firstly, for any $S, T \in \mathcal{S}$ and $E \in \ce$,
so $S \cap T \in \mathcal{S}$. Now let $\seq{S_n}\subset X$ and $E \in \ce$, then since $\mu$ is finite,
by continuity from above. By (2), $\bigcap_{n \in \natp}S_{n} \in \mathcal{S}$.
(4): Let $M = \inf\bracs{\mu(T)|T \in \mathcal{S}}$ and $\seq{S_n}\subset \mathcal{S}$ such that $\limv{n}\mu(S_{n}) = M$, then by continuity from above,
By (3), $\bigcap_{n \in \natp}S_{n} \in \mathcal{S}$, therefore the minimum is achieved.
(5): Let $R \in \mathcal{S}$. By (3), $S \cap R \in \mathcal{S}$ with $\mu(S \cap R) = \inf\bracs{\mu(T)|T \in \mathcal{S}}= \mu(S)$, so
and $S$ is the essential supremum of $\ce$.$\square$
Proposition 23.6.5.label Let $(X, \cm, \mu)$ be a decomposable measure space, then $X$ is localisable.
Proof. Let $\ce \subset \cm$ and $\seqi{A}\subset \cm$ be a decomposition of $X$.
For each $i \in I$, let $\ce_{i} = \bracs{E \cap A_i|E \in \ce}$. By Lemma 23.6.4, there exists an essential upper bound $S_{i} \in \cm$ of $\ce_{i}$ contained in $A_{i}$ with respect to the restricted measure $\mu|_{A_i}$. In other words,
- (i)
$S_{i}$ is an essential upper bound of $\ce_{i}$.
- (ii)
For any essential upper bound $T \in \cm$ of $\ce_{i}$ with $T \subset A_{i}$, $\mu(S_{i} \setminus T) = 0$.
Now, let $S = \bigsqcup_{i \in I}S_{i}$, then since $X = \bigsqcup_{i \in I}A_{i}$ and $S_{i} \subset A_{i}$ for all $i \in I$, $S \cap A_{i} = S_{i} \in \cm$ for all $i \in I$, so $S \in \cm$. For any $E \in \ce$, $E \cap A_{i} \in \ce_{i}$. Passing through the decomposition, (i) implies that,
and $S$ is an essential upper bound of $\ce$.
Finally, let $T \in \cm$ be an essential upper bound of $\ce$, then $T \cap A_{i}$ is an essential upper bound of $\ce_{i}$ for all $i \in I$. The decomposition and (ii) then shows that
therefore $S$ is an essential supremum of $\ce$.$\square$
Lemma 23.6.6.label Let $(X, \cm, \cf, \mu)$ be a scaffolded localisable measure space and $\bracs{(E_A, F_A)}_{A \in \cf}$ be pairs of measurable sets such that:
- (a)
For each $A \in \cf$, $E_{A}, F_{A} \in \cm$, $E_{A}, F_{A} \subset A$, and $E_{A} \cap F_{A} = \emptyset$.
- (b)
For each $A, B \in \cf$, $\mu((E_{A} \cap B) \Delta (E_{B} \cap A)) = 0$ and $\mu((F_{A} \cap B) \Delta (F_{B} \cap A)) = 0$.
Let $E$ and $F$ be essential suprema of $\bracsn{E_A}_{A \in \cf}$ and $\bracsn{F_A}_{A \in \cf}$, respectively, then
- (1)
For each $B \in \cf$, $\mu(E \cap F_{B}) = 0$.
- (2)
$\mu(E \cap F) = 0$.
Proof. (1): Let $A, B \in \cf$, then
so $F_{B}^{c}$ is an essential upper bound of $\bracs{E_A}_{A \in \cf}$. Since $E$ is an essential supremum of $\bracs{E_A}_{A \in \cf}$, $\mu(E \setminus F_{B}^{c}) = \mu(E \cap F_{B}) = 0$.
(2): For any $B \in \cf$, $\mu(F_{B} \setminus E^{c}) = \mu(F_{B} \cap E) = \mu(E \cap F_{B}) =0$. Thus $E^{c}$ is an essential upper bound of $\bracs{F_B}_{B \in \cf}$. Given that $F$ is an essential supremum of $\bracsn{F_B}_{B \in \cf}$, $\mu(F \cap E) = \mu(F \setminus E^{c}) = 0$.$\square$
Lemma 23.6.7 (Gluing Lemma for Measurable Functions).label Let $(X, \cm, \cf, \mu)$ be a scaffolded localisable measure space, $Y$ be a Polish space, and $\bracsn{f_A: A \to Y|A \in \cf}$ such that:
- (a)
For each $A \in \cf$, $f_{A} \in \mathcal{L}^{0}(A; Y)$.
- (b)
For each $A, B \in \cf$, $f_{A}|_{A \cap B}= f_{B}|_{A \cap B}$ almost everywhere.
then there exists $f: X \to Y$ such that:
- (1)
$f \in \mathcal{L}^{0}(X; Y)$.
- (2)
For each $A \in \cf$, $f|_{A} = f_{A}$ almost everywhere.
- (U)
For any $g: X \to Y$ satisfying (1) and (2), $f = g$ almost everywhere.
Proof. First suppose that $Y$ is finite. For each $y \in Y$, let $P(y)$ be an essential supremum of $\bracs{f_A^{-1}(y)|A \in \cf}$. By Lemma 23.6.6, for any $x, y \in Y$ with $x \ne y$, $\mu(P(x) \cap P(y)) = 0$. After modification by null sets, assume without loss of generality that $X = \bigsqcup_{y \in Y}P(y)$.
For each $x \in X$, let $f(x) \in Y$ be the unique element of $Y$ such that $x \in P(f(x))$, then:
- (1)
For each $y \in Y$, $f^{-1}(y) = P(y)$, so $f \in \mathcal{L}^{0}(X; Y)$ is measurable.
- (2)
Let $A \in \cf$, then for each $y \in Y$, $\mu(f_{A}^{-1}(y) \setminus P(y)) = 0$. On the other hand,
\begin{align*}\mu\braks{(P(y) \cap A) \setminus f_A^{-1}(y)}&\le \sum_{z \in Y \setminus \bracs{y}}\mu(P(y) \cap f_{A}^{-1}(z) ) \\&\le \sum_{z \in Y \setminus \bracs{y}}\mu(P(y) \cap P(z)) \\&+ \sum_{z \in Y \setminus \bracs{y}}\mu(f_{A}^{-1}(z) \setminus P(z)) \\&= 0\end{align*}so $f|_{A} = f_{A}$ almost everywhere on $A$.
- (U)
For all $A \in \cf$, $f|_{A} = g|_{A}$ almost everywhere. Since $\cf$ is a scaffold for $\mu$, $f = g$ almost everywhere.
Therefore $f$ is the desired function.
Now suppose that $Y$ is an arbitrary separable metrisable space. By Lemma 26.6.4, there exists $\seq{I_n}\subset Y^{Y}$ such that:
- (i)
$I_{n} \to \text{Id}$ pointwise as $n \to \infty$.
- (ii)
For each $n \in \natp$, $I_{n}(Y)$ is finite and Borel measurable.
For each $n \in \natp$, let $f_{A, n}= I_{n} \circ f_{A}$, then
- (a)
For each $A \in \cf$, $f_{A, n}\in \mathcal{L}^{0}(A; Y)$.
- (b)
For each $A, B \in \cf$, $f_{A, n}|_{A \cap B}= f_{B, n}|_{A \cap B}$ almost everywhere.
- (c)
For each $A \in \cf$, $f_{A, n}(A) \subset I_{n}(Y)$.
By the finite case, there exists $f_{n}: X \to Y$ such that:
- (1)
$f_{n} \in \mathcal{L}^{0}(X; Y)$.
- (2)
For each $A \in \cf$, $f_{n}|_{A} = f_{A, n}$ almost everywhere.
Since $Y$ is Polish, Proposition 26.5.4 implies that $\bracsn{\limv{n}f_n \text{ exists}}\in \cm$. For each $A \in \cf$, $f_{A, n}\to f_{A}$ pointwise by (i). For each$n \in \natp$, $f_{A, n}= f_{n}|_{A}$ almost everywhere on $A$ by (2). Thus
As $\cf$ is a scaffold for $\mu$, $\mu\bracsn{\limv{n}f_n \text{ does not exist}}= 0$. By (1) and Proposition 26.5.4, there exists $f \in \mathcal{L}^{0}(X; Y)$ such that $f = \limv{n}f_{n}$ almost everywhere. In which case,
- (1)
$f \in \mathcal{L}^{0}(X; Y)$.
- (2)
For each $A \in \cf$, $f|_{A} = \limv{n}f_{n}|_{A} = \limv{n}f_{A, n}= f_{A}$ almost everywhere.
- (U)
For all $A \in \cf$, $f|_{A} = g|_{A}$ almost everywhere. Since $\cf$ is a scaffold for $\mu$, $f = g$ almost everywhere.
$\square$
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