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. (1)

    $\mu$ is semifinite.

  2. (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. (1)

    For each $i \in I$, $\mu(A_{i}) < \infty$.

  2. (2)

    $X = \bigsqcup_{i \in I}X_{i}$.

  3. (3)

    $\cm = \bracs{E \subset X|E \cap A_i \in \cm \forall i \in I}$.

  4. (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. (1)

    $\mathcal{S}\ne \emptyset$.

  2. (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. (3)

    For any $\seq{S_n}\subset \mathcal{S}$, $\bigcap_{n \in \natp}S_{n} \in \mathcal{S}$.

  4. (4)

    There exists $S \in \mathcal{S}$ such that $\mu(S) = \inf\bracs{\mu(T)|T \in \mathcal{S}}$.

  5. (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 $E \in \ce$,

\[\mu(E \setminus (S \cap T)) \le \mu(E \setminus S) + \mu(E \setminus T) = 0\]

so $S \cap T \in \mathcal{S}$. Now let $\seq{S_n}\subset X$ and $E \in \ce$, then since $\mu$ is finite,

\[\mu(E) = \limv{N}\mu\paren{E \cap \bigcap_{n = 1}^N S_n}= \mu\paren{E \cap \bigcap_{n \in \natp}S_n}\]

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,

\[M \le \mu\paren{\bigcap_{n \in \natp}S_n}\le \limv{n}\mu(S_{n}) = M\]

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

\[\mu(S \setminus R) = \mu(S \setminus (S \cap R)) = \mu(S) - \mu(S \cap R) = 0\]

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,

  1. (i)

    $S_{i}$ is an essential upper bound of $\ce_{i}$.

  2. (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,

\begin{align*}\mu(E \setminus S)&= \sum_{i \in I}\mu((E \setminus S) \cap A_{i}) = \sum_{i \in I}\mu((E \cap A_{i}) \setminus (S \cap A_{i})) \\&= \sum_{i \in I}\mu((E \cap A_{i}) \setminus S_{i}) = \sum_{i \in I}0 = 0\end{align*}

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

\[\mu(S \setminus T) = \sum_{i \in I}\mu((S \cap A_{i}) \setminus (T \cap A_{i})) = \sum_{i \in I}\mu(S_{i} \setminus (T \cap A_{i})) = 0\]

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:

  1. (a)

    For each $A \in \cf$, $E_{A}, F_{A} \in \cm$, $E_{A}, F_{A} \subset A$, and $E_{A} \cap F_{A} = \emptyset$.

  2. (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. (1)

    For each $B \in \cf$, $\mu(E \cap F_{B}) = 0$.

  2. (2)

    $\mu(E \cap F) = 0$.

Proof. (1): Let $A, B \in \cf$, then

\begin{align*}\mu(E_{A} \setminus F_{B}^{c})&= \mu(E_{A} \cap F_{B}) = \mu(E_{A} \cap F_{B} \cap A \cap B) \\&\le \mu(E_{A} \cap F_{A}) + \mu((F_{A} \cap B) \Delta (F_{B} \cap A)) = 0\end{align*}

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:

  1. (a)

    For each $A \in \cf$, $f_{A} \in \mathcal{L}^{0}(A; Y)$.

  2. (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. (1)

    $f \in \mathcal{L}^{0}(X; Y)$.

  2. (2)

    For each $A \in \cf$, $f|_{A} = f_{A}$ almost everywhere.

  3. (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. (1)

    For each $y \in Y$, $f^{-1}(y) = P(y)$, so $f \in \mathcal{L}^{0}(X; Y)$ is measurable.

  2. (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 $A$.

  3. (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:

  1. (i)

    $I_{n} \to \text{Id}$ pointwise as $n \to \infty$.

  2. (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

  1. (a)

    For each $A \in \cf$, $f_{A, n}\in \mathcal{L}^{0}(A; Y)$.

  2. (b)

    For each $A, B \in \cf$, $f_{A, n}|_{A \cap B}= f_{B, n}|_{A \cap B}$ almost everywhere.

  3. (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. (1)

    $f_{n} \in \mathcal{L}^{0}(X; Y)$.

  2. (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

\begin{align*}\bracs{\limv{n}f_n \text{ exists}}\cap A&\supset \bigcap_{n \in \natp}\bracs{f_{A, n} = f_n|_A}\\ \mu\paren{\bracs{\limv{n}f_n \text{ exists}} \cap A}&= \mu\paren{\bigcap_{n \in \natp}\bracs{f_{A, n} = f_n|_{A}}}= \mu(A) \\ \mu\paren{\bracs{\limv{n}f_n \text{ does not exist}} \cap A}&= 0\end{align*}

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. (1)

    $f \in \mathcal{L}^{0}(X; Y)$.

  2. (2)

    For each $A \in \cf$, $f|_{A} = \limv{n}f_{n}|_{A} = \limv{n}f_{A, n}= f_{A}$ almost everywhere.

  3. (U)

    For all $A \in \cf$, $f|_{A} = g|_{A}$ almost everywhere. Since $\cf$ is a scaffold for $\mu$, $f = g$ almost everywhere.

$\square$

Corollary 23.6.8.label Let $(X, \cm, \mu)$ be a localisable measure space, then $L^{\infty}(X; \real)$ is order complete.

Proof. Let $\seqi{f}\subset L^{\infty}(X; \real)$ and $M \in \real$ such that $f_{i} \le M$ almost everywhere for all $i \in I$.

Fix $A \in \cm$ with $\mu(A) < \infty$, and let

\[\mathcal{S}_{A} = \bracs{g \in L^\infty(A; \real)| f_i|_A \le g \text{ almost everywhere }\forall i \in I}\]

then since $f_{i} \le M$ almost everywhere for all $i \in I$, $\mathcal{S}_{A} \ne \emptyset$, and $m_{A} = \inf_{g \in \mathcal{S}_A}\int g d\mu \in \real$.

Let $\seq{g_{A, n}}\subset \mathcal{S}_{A}$ such that $\seq{g_{A, n}}$ is decreasing pointwise and $\limv{n}\int_{A} g_{A, n}d\mu \downto m_{A}$. Take $g_{A} = \limv{n}g_{A, n}$, then by the Dominated Convergence Theorem, $\int g_{A} d\mu = m_{A}$.

For each $i \in I$, since $g_{A, n}\ge f_{i}|_{A}$ almost everywhere for all $n \in \natp$, $g_{A} \ge f_{i}|_{A}$ almost everywhere as well. Thus $g_{A} \in \mathcal{S}_{A}$. For any $h \in \mathcal{S}_{A}$, $g_{A} \wedge h \in \mathcal{S}_{A}$ with

\[m_{A} \le \int_{A} g_{A} \wedge h d\mu \le \int_{A} g_{A} d\mu = m_{A}\]

Thus $g_{A} \wedge h = g_{A}$ almost everywhere, so $g_{A} \le h$ almost everywhere, and $g_{A}$ is an essential supremum of $\bracsn{f_i|_A}_{i \in I}$.

Now, let $A, B \in \cm$ with $\mu(A), \mu(B) < \infty$, then $\one_{A \cap B}g_{B} + \one_{A \setminus B}M \in \mathcal{S}_{A}$, and

\[m_{A} \le \int_{A} g_{A} \wedge (\one_{A \cap B}g_{B} + \one_{A \setminus B}M)d\mu \le \int_{A} g_{A} d\mu = m_{A}\]

Thus $g_{A} \wedge (\one_{A \cap B}g_{B} + \one_{A \setminus B}M) = g_{A}$ almost everywhere, so $g_{A}|_{A \cap B}\le g_{B}|_{A \cap B}$ almost everywhere. As the argument is symmetric, $g_{A}|_{A \cap B}= g_{B}|_{A \cap B}$ almost everywhere.

By the gluing lemma for measurable functions, there exists a measurable function $g:X \to \real$ such that $g|_{A} = g_{A}$ for all $A \in \cm$ with $\mu(A) < \infty$.

Let $h \in L^{\infty}(X; \real)$ with $h \ge f_{i}$ almost everywhere for all $i \in I$, then for any $A \in \cm$ with $\mu(A) < \infty$,

\[\mu(\bracs{h < g}\cap A) \le \mu(\bracs{h|_A < g_A}\cup \bracs{g|_A \ne g_A}) = 0\]

As $\mu$ is semifinite, $\mu(\bracs{h < g}) = 0$. Finally, since $g_{A} \le M$ almost everywhere for all $A \in \cm$ with $\mu(A) < \infty$, $g \le M$ almost everywhere. Therefore $g \in L^{\infty}(X; \real)$ is indeed the essential supremum of $\seqi{f}$.$\square$

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