Added simple function approximation.

This commit is contained in:
Bokuan Li
2026-01-21 16:32:05 -05:00
parent 0b24ab616f
commit 88239a5893
2 changed files with 30 additions and 5 deletions

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@@ -67,13 +67,13 @@
\begin{proposition}
\label{proposition:measurable-simple-separable}
Let $(X, \cm)$ be a measurable space, $Y$ be a separable metric space, $N: Y \to 2^Y$\footnote{This mapping is typically obtained as slices of the level sets of a continuous function $Y \times Y \to \real$.}, and $f: X \to Y$ such that
Let $(X, \cm)$ be a measurable space, $Y$ be a separable metric space, and $N: Y \to 2^Y$\footnote{This mapping is typically obtained as slices of the level sets of a continuous function $Y \times Y \to \real$.} such that
\begin{enumerate}
\item[(a)] For each $y \in Y$, $y \in \ol{N(y)^o}$.
\item[(b)] $\bigcap_{y \in Y}N(y) \ne \emptyset$.
\item[(c)] For any $y \in Y$, $\bracs{x \in X|y \in N(f(x))} \in \cm$.
\item[(c)] For any $y_0 \in Y$, $\bracs{y \in Y|y_0 \in N(y)} \in \cb_Y$.
\end{enumerate}
then the following are equivalent:
Then, for any $f: X \to Y$, the following are equivalent:
\begin{enumerate}
\item $f$ is $(\cm, \cb_Y)$-measurable.
\item There exists a sequence $\seq{f_n}$ of $(\cm, \cb_Y)$-measurable simple functions such that
@@ -113,3 +113,28 @@
(3) $\Rightarrow$ (1): By \ref{proposition:metric-measurable-limit}.
\end{proof}
\begin{proposition}
\label{proposition:measurable-simple-separable-norm}
Let $(X, \cm)$ be a measurable space, $(E, \norm{\cdot}_E)$ be a separable normed space, and $f: X \to E$, then the following are equivalent:
\begin{enumerate}
\item $f$ is $(\cm, \cb_E)$-measurable.
\item There exists simple functions $\seq{f_n}$ such that $\abs{f_n} \le \abs{f}$ for all $n \in \natp$, and $f_n \to f$ pointwise.
\end{enumerate}
\end{proposition}
\begin{proof}
Let
\[
N: E \to 2^E \quad y \mapsto B_E(0, \norm{y}_E)
\]
then
\begin{enumerate}
\item[(a)] $y \in \ol{B_E(0, \norm{y}_E)}$.
\item[(b)] $0 \in \bigcap_{y \in E}N(y)$.
\item[(c)] For any fixed $y_0 \in E$,
\[
\bracs{y \in E|y_0 \in N(y)} = \bracs{y \in E|\norm{y_0}_E \le \norm{y}_E} \in \cb_E
\]
\end{enumerate}
By \ref{proposition:measurable-simple-separable}, (1) and (2) are equivalent.
\end{proof}

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@@ -15,7 +15,7 @@
\begin{definition}[Simple Function]
\label{definition:simple-function}
Let $(X, \cm)$ be a measurable space and $Y$ be a set, then a function $\phi: X \to Y$ is \textbf{simple/finitely valued} if:
Let $(X, \cm)$ be a measurable space and $Y$ be a set, then a function $\phi: X \to Y$ is \textbf{simple} if:
\begin{enumerate}
\item $\phi(X)$ is finite.
\item For each $y \in \phi(X)$, $\phi^{-1}(y) \in \cm$.
@@ -26,7 +26,7 @@
\label{definition:simple-function-standard-form}
Let $(X, \cm)$ be a measurable space, $V$ be a vector space over $K \in \RC$, and $f: X \to Y$ be a simple function, then
\[
f = \sum_{y \in f(X)}y\one_Y
f = \sum_{y \in f(X)}y \cdot \one_{\bracs{f \in Y}}
\]
is the \textbf{standard form} of $f$.