25.6 Approximations with Simple Functions
Definition 25.6.1 (Admissible Approximant Function).label Let $X$ be a topological space and $\mathcal{A}: X \to 2^{X}$, then $\mathcal{A}$ is an admissible approximant function on $X$ if:
- (AA1)
For each $x \in X$, $x \in \overline{\mathcal{A}(x)^o}$.
- (AA2)
$\bigcap_{x \in X}\mathcal{A}(x) \ne \emptyset$.
and $\mathcal{A}$ is Borel measurable if:
- (B)
For any $x_{0} \in X$, $\bracs{x \in X|x_0 \in \mathcal{A}(x)}\in \cb_{X}$.
Lemma 25.6.2.label Let $X$ be a topological space, and $\mathcal{A}: X \to 2^{X}$ be defined by $x \mapsto X$, then $\mathcal{A}$ is an admissible approximant function.
Definition 25.6.3 (Approximation of the Identity).label Let $X$ be a topological space and $\net{I}\subset X^{X}$ be a net, then $\net{I}$ is an approximation of the identity if:
- (AI1)
For each $x \in X$, $I_{\alpha}(x) \to x$.
For any admissible approximant function $\mathcal{A}: X \to 2^{X}$, $\net{I}$ is $\mathcal{A}$-admissible if:
- (AI2)
For each $x \in X$ and $\alpha \in A$, $I_{\alpha}(x) \in \mathcal{A}(x)$.
The approximation $\net{I}$ is simple if $I_{\alpha}$ is finitely-valued for all $\alpha \in A$, and Borel measurable if $I_{\alpha}$ is Borel measurable for all $\alpha \in A$.
Lemma 25.6.4 (Existence of Simple Approximations of the Identity).label Let $X$ be a separable metric space, $\mathcal{A}: X \to 2^{X}$ be a Borel measurable admissible approximant function, and $\seq{x_n}\subset X$ be a dense subset with $x_{1} \in \bigcap_{x \in X}\mathcal{A}(x)$, then there exists $\seq{I_n}\subset X^{X}$ such that:
- (1)
$\seq{I_n}$ is a Borel measurable, $\mathcal{A}$-admissible approximation of the identity.
- (2)
For each $N \in \natp$, $I_{N}(X) \subset \bracsn{x_n|1 \le n \le N}$.
- (3)
For each $N \in \natp$ and $x \in X$,
\[d(x, I_{N}(x)) = \min\bracs{d(x, x_n)| 1 \le n \le N, x_n \in \mathcal{A}(x)}\]
Proof. By removing duplicate elements from the sequence, assume without loss of generality that for each $m, n \in \natp$ with $m \ne n$, $x_{m} \ne x_{n}$.
Let $N \in \natp$. For each $x \in X$, let
Since $x_{1} \in \bigcap_{y \in X}\mathcal{A}(y)$, $1 \in C_{N}(x)$ and $C_{N}(x) \ne \emptyset$. Now, let
be the minimum $n \in C_{N}(x)$ on which the minimal distance from $x$ to $\bracs{x_m|m \in C_N(x)}$ is achieved. Define
(2): For each $x \in X$, $k_{N}(x) \in [N]$, so $I_{N}(x) \in \bracsn{x_n|1 \le n \le N}$.
(3): Let $x \in X$, then by definition of $k_{N}$ and $C_{N}$,
(1, Borel Measurable): Fix $N \in \natp$, then for each $n \in \natp$,
Given that $\mathcal{A}$ is Borel measurable, $\bracs{n \in C_N}= \bracs{x_n \in \mathcal{A}(x)}$ is a Borel set for each $1 \le n \le N$. As a result, $\bracs{J = C_N}$ is Borel for each $J \subset [N]$. Thus $\bracs{j \in C_N, J = C_N}$ is Borel for each $1 \le j \le n$ and $J \subset [N]$.
On the other hand, for each $1 \le n \le N$, the function $x \mapsto d(x, x_{n})$ is continuous and hence Borel measurable. Similarly, for each $J \subset [N]$, the mapping $\real^{J} \to \real$ with $\alpha \mapsto \min_{j \in J}\alpha_{j}$ is also Borel measurable.
The above facts combined show that $\bracs{k_N \le n}$ is a Borel set, and $k_{N}: X \to [N]$ is a Borel measurable function. Now, let
By assumption that $\seq{x_n}$ are distinct, $\bracs{I_N = x_n}= \bracs{k_N = n}$ is a Borel set for each $1 \le n \le N$. Therefore $I_{N}$ is Borel measurable.
(1, $\mathcal{A}$-Admissible): Let $N \in \natp$ and $x \in X$, then
(1, Approximation): Let $x \in X$ and $\eps > 0$. Since $x \in \ol{\mathcal{A}(x)^o}$ and $\seq{x_n}$ is dense in $X$, there exists $N_{0} \in \natp$ such that $x_{N_0}\in \mathcal{A}(x)$ and $d(x, x_{N_0}) < \eps$. By (3),
$\square$
Remark 25.6.1.label In Lemma 25.6.4, if $X$ is compact and $\mathcal{A}\equiv X$, then $I_{N} \to I$ uniformly.
Corollary 25.6.5.label Let $(X, \cm)$ be a measurable space, $Y$ be a separable metric space, and $\mathcal{A}: Y \to 2^{Y}$ be a Borel measurable admissible approximant function, then for any $f: X \to Y$, the following are equivalent:
- (1)
$f$ is $(\cm, \cb_{Y})$-measurable.
- (2)
For any dense subset $\seq{y_n}\subset Y$ with $y_{1} \in \bigcap_{y \in Y}\mathcal{A}(y)$, there exists a sequence $\seq{f_n}$ of $(\cm, \cb_{Y})$-measurable simple functions such that
- (i)
For each $x \in X$ and $N \in \natp$,
\[f_{N}(x) \in \mathcal{A}(f(x)) \cap \bracsn{y_n|1 \le n \le N}\] - (ii)
$f_{n} \to f$ pointwise as $n \to \infty$.
- (3)
There exists a sequence $\seq{f_n}$ of $(\cm, \cb_{Y})$-measurable simple functions such that $f_{n} \to f$ pointwise.
Proof. (1) $\Rightarrow$ (2): Let $\seq{y_n}\subset Y$ be a dense subset with $y_{1} \in \bigcap_{y \in Y}\mathcal{A}(y)$. By Lemma 25.6.4, there exists $\seq{I_n}\subset Y^{Y}$ such that:
- (1)
$\seq{I_n}$ is an $\mathcal{A}$-admissible approximation of the identity.
- (2)
For each $N \in \natp$, $I_{N}$ is Borel measurable with $I_{N}(Y) \subset \bracsn{y_n|1 \le n \le N}$.
For each $n \in \natp$, let $f_{n} = I_{N} \circ f_{n}$, then:
- (i)
For each $x \in X$ and $N \in \natp$,
\[f_{N}(x) = I_{N}(f(x)) \in \mathcal{A}(f(x)) \cap \bracsn{y_n|1 \le n \le N}\] - (ii)
Since $I_{n} \to \text{Id}$ pointwise as $n \to \infty$, $f_{n} \to f$ pointwise as $n \to \infty$.
(3) $\Rightarrow$ (1): By Proposition 25.5.4.$\square$
Corollary 25.6.6.label Let $(X, \cm)$ be a measurable space, $(E, \norm{\cdot}_{E})$ be a separable normed vector space, and $f: X \to E$, then the following are equivalent:
- (1)
$f$ is $(\cm, \cb_{E})$-measurable.
- (2)
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.
Proof. (1) $\Rightarrow$ (2): Let
then
- (AA1)
For each $y \in E$, $y \in \ol{\mathcal{A}(y)^o}$.
- (AA2)
$0 \in \bigcap_{y \in E}\mathcal{A}(y)$.
- (B)
For any fixed $y_{0} \in E \setminus \bracs{0}$,
\[\bracs{y \in E|y_0 \in \mathcal{A}(y)}= \bracs{y \in E|\norm{y_0}_E < \norm{y}_E}\cup \bracs{0}\in \cb_{E}\]and $\bracs{y \in E|0 \in \mathcal{A}(y)}= E$.
so $\mathcal{A}$ is a Borel measurable admissible approximant function.
By (2) of Corollary 25.6.5, there exists simple functions $\seq{f_n}$ such that $|f_{n}| \le |f|$ on $\bracs{f \ne 0}$ for all $n \in \natp$ and $f_{n} \to f$ pointwise. In which case, $|\one_{\bracs{f \ne 0}}f_{n}| \le |f|$ globally for all $n \in \natp$ and $\one_{\bracs{f \ne 0}}f_{n} \to f$ pointwise as $n \to \infty$.
(2) $\Rightarrow$ (1): By Proposition 25.5.4.$\square$
Post a Comment