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Bokuan Li
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\chapter{Measurable Functions}
\label{chap:measurable-maps}
\input{./src/measure/measurable-maps/measurable-maps.tex}
\input{./src/measure/measurable-maps/product.tex}

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\section{Measurable Functions}
\label{section:measurable-maps}
\begin{definition}[Measurable Function]
\label{definition:measurable-function}
Let $(X, \cm)$ and $(Y, \cn)$ be measurable spaces and $f: X \to Y$ be a mapping, then $f$ is \textbf{$(\cm, \cn)$-measurable} if $f^{-1}(E) \in \cm$ for all $E \in \cn$.
\end{definition}
\begin{definition}[Borel Measurable]
\label{definition:borel-measurable-function}
Let $(X, \cm)$ be a measurable space, $Y$ be a topological space, and $f: X \to Y$ be a mapping, then $f$ is \textbf{Borel measurable} if $f$ is $(\cm, \cb_Y)$-measurable.
\end{definition}
\begin{lemma}
\label{lemma:continuous-borel-measurable}
Let $X, Y$ be topological spaces and $f: X \to Y$ be continuous, then $f$ is Borel measurable.
\end{lemma}
\begin{definition}[Generated $\sigma$-Algebra]
\label{definition:generated-sigma-algebra-function}
Let $X$ be a set, $\bracs{(Y_i, \cn_i)}_{i \in I}$ be measurable spaces, and $\seqi{f}$ with $f_i: X \to Y_i$ for each $i \in I$. The \textbf{$\sigma$-algebra generated by} $\seqi{f}$,
\[
\sigma(\bracs{f_i| i \in I}) = \sigma\paren{f_i^{-1}(\cn_i)|i \in I}
\]
is the smallest $\sigma$-algebra on $X$ such that each $\seqi{f}$ is measurable.
\end{definition}

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\section{Product $\sigma$-Algebras}
\label{section:product-sigma-algebra}
\begin{definition}[Product $\sigma$-Algebra]
\label{definition:product-sigma-algebra}
Let $\bracs{(X_i, \cm_i)}_{i \in I}$ be measurable spaces, then the \textbf{product} $\sigma$-algebra $\bigotimes_{i \in I}\cm_i$ on $\prod_{i \in I}X_i$ is the $\sigma$-algebra generated by $\seqi{\pi_i}$.
\end{definition}
\begin{lemma}
\label{lemma:rectangles}
Let $\bracs{(X_i, \cm_i)}_{i \in I}$, let
\[
\ce = \bracs{\bigcap_{j \in J}\pi_j^{-1}(E_j) \bigg | J \subset I \text{ finite}, E_j \in \cm_j}
\]
then $\ce$ is an elementary family, and $\sigma(\ce) = \bigotimes_{i \in I}\cm_i$.
\end{lemma}
\begin{proof}
\begin{enumerate}
\item[(P1)] For any $j \in I$, $\emptyset = \pi_j^{-1}(\emptyset) \in \ce$.
\item[(P2)] Let
\[
\bigcap_{j \in J}\pi_j^{-1}(E_j), \bigcap_{j \in J'}\pi_j^{-1}(F_j) \in \ce
\]
Assume without loss of generality that $J = J'$, then
\[
\bigcap_{j \in J}\pi_j^{-1}(E_j) \cap \bigcap_{j \in J'}\pi_j^{-1}(F_j) = \bigcap_{j \in J}\pi_j^{-1}(E_j \cap F_j) \in \ce
\]
\item[(E)] For any $j \in I$, $\prod_{i \in I}X_i = \pi_j^{-1}(X_j) \in \ce$. Thus it is sufficient to show that $\ce$ is closed under complements. Let $\bigcap_{j \in J}\pi_j^{-1}(E_j) \in \ce$, then
\[
\braks{\bigcap_{j \in J}\pi_j^{-1}(E_j)}^c = \bigcup_{j \in J}\pi_j^{-1}(E_j^c) = \bigsqcup_{\emptyset \subsetneq K \subset J}
\underbrace{\paren{\bigcap_{k \in K}\pi_j^{-1}(E_k^c)} \cap \paren{\bigcap_{j \in J \setminus K}\pi_j^{-1}(E_k)}}_{\in \ce}
\]
\end{enumerate}
\end{proof}
\begin{proposition}[{{\cite[Proposition 1.5]{Folland}}}]
\label{proposition:product-sigma-algebra-metric}
Let $\seqf{X_j}$ be topological spaces, $X = \prod_{j = 1}^n X_j$, then:
\begin{enumerate}
\item $\bigotimes_{j = 1}^n \cb_{X_j} \subset \cb_{X}$.
\item If $\seq{X_j}$ are separable, then $\bigotimes_{j = 1}^n \cb_{X_j} = \cb_{X}$
\end{enumerate}
\end{proposition}
\begin{proof}
(2): By \ref{proposition:separable-product}, $X$ is also separable. Let $U \subset X$, then there exists $\seq{x_j} \subset X$ such that $\overline{\bracs{x_j|j \in \natp}} \supset U$. For each $j \in \nat$, let $\bracs{U_{j, k}}$ such that $U_{j, k} \in \cn_{X_k}(\pi_k(x_j))$ for each $1 \le k \le n$ and $x_j \in \bigcap_{k = 1}^n \pi_k^{-1}(U_{j, k}) \subset U$.
Since $\bigcap_{k = 1}^n \pi_k^{-1}(U_{j, k}) \in \bigotimes_{j = 1}^n \cb_{X_j}$ and
\[
U = \bigcup_{j \in \natp}\bigcap_{k = 1}^n \pi_k^{-1}(U_{j, k})
\]
The open set $U$ is in $\bigotimes_{j = 1}^n \cb_{X_j}$.
\end{proof}