14.9 The Riesz Representation Theorem

Definition 14.9.1 (Positive Linear Functional on $C_{c}$). Let $X$ be a topological space and $I \in \hom(C_{c}(X; \real); \real)$, then $\phi$ is positive if for any $f \in C_{c}(X; [0, \infty))$, $\dpb{f, I}{C_c(X; \real)}\ge 0$.

Proposition 14.9.2. Let $X$ be a LCH space and $I \in \hom(C_{c}(X; \real); \real)$ be a positive linear functional, then

  1. For any $f, g \in C_{c}(X; \real)$ with $f \le g$, $\dpb{f, I}{C_c(X; \real)}\le \dpb{g, I}{C_c(X; \real)}$.

  2. For any $K \subset X$ compact, there exists $C_{K} \ge 0$ such that for all $f \in C_{c}(X; \real)$ with $\supp{f}\subset K$, $|{\dpb{f, I}{C_c(X; \real)}}| \le \norm{f}_{u}$.

Proof. (1): $\dpb{g - f, I}{C_c(X; \real)}\ge 0$.

(2): By Urysohn’s lemma, there exists $g \in C_{c}(X; [0, 1])$ such that $g|_{K} = 1$. In which case,

\[-\norm{f}_{u}\dpn{g, I}{C_c(X; \real)}\le \dpn{f, I}{C_c(X; \real)}\le \norm{f}_{u}\dpn{g, I}{C_c(X; \real)}\]

so $C_{K} = \dpn{g, I}{C_c(X; \real)}$ is a desired constant.$\square$

Theorem 14.9.3 (Riesz Representation Theorem, [Theorem 7.2, Fol99]). Let $(X, \topo)$ be a LCH space and $I \in \hom(C_{c}(X; \real); \real)$ be a positive linear functional, then there exists a Borel measure $\mu: \cb_{X} \to [0, \infty]$ such that:

  1. For any $U \subset X$ open, $\mu(U) = \sup_{f \prec U}\dpb{f, I}{C_c(X; \real)}$.

  2. For any $K \subset X$ compact, $\mu(K) = \inf_{f \in C_c(X; [0, 1]), f \ge \one_K}\dpb{f, I}{C_c(X; \real)}$.

  3. For any $f \in C_{c}(X; \real)$, $\int f d\mu = \dpb{f, I}{C_c(X; \real)}$.

  4. $\mu$ is a Radon measure.

  5. If $\nu: \cb_{X} \to [0, \infty]$ is a Borel measure that satisfies (3) and (4), then $\mu = \nu$.

Proof. (1): For any $U \in \topo$ and $f \in C_{c}(X; \real)$, denote $f \prec U$ if $f \in C_{c}(X; [0, 1])$ and $\supp{f}\subset U$. Let

\[\mu_{0}: \topo \to [0, \infty] \quad U \mapsto \sup_{f \prec U}\dpb{f, I}{C_c(X; \real)}\]

and

\[\mu^{*}: 2^{X} \to [0, \infty] \quad E \mapsto \inf\bracsn{\mu_0(U)|U \in \cn^o(E)}\]

then

  1. Since $\emptyset \in \topo$ and $\mu_{0}(\emptyset) = 0$, $\mu^{*}(\emptyset) = 0$.

  2. Let $E, F \subset X$ with $E \subset F$, then $\cn^{o}(E) \subset \cn^{o}(F)$, so $\mu^{*}(E) \le \mu^{*}(F)$.

  3. Let $\seq{E_n}\subset 2^{X}$, $E = \bigcup_{n \in \natp}E_{n}$, $U \in \cn^{o}(E)$, and $\seq{U_n}\subset \topo$ such that $U_{n} \in \cn^{o}(E_{n})$ for each $n \in \natp$.

    Let $f \prec U$, then by compactness of $\supp{f}$, there exists $N \in \natp$ such that $\supp{f}\subset \bigcup_{n = 1}^{N} U_{n}$. By Proposition 4.20.6, there exists a partition of unity $\seqf{\phi_j}\subset C_{c}(X; [0, 1])$ on $K$ subordinate to $\seqf[N]{U_n}$. In which case,

    \[\dpb{f, I}{C_c(X; \real)}= \sum_{n = 1}^{N} \dpb{\phi_n f, I}{C_c(X; \real)}\le \sum_{n = 1}^{N} \mu_{0}(U_{n}) \le \sum_{n \in \natp}\mu_{0}(U_{n})\]

    Since this holds for all $f \prec U$,

    \[\mu^{*}(E) \le \mu_{0}(U) \le \sum_{n \in \natp}\mu_{0}(U_{n})\]

    Let $\eps > 0$, then there exists $\seq{U_n}\subset \topo$ such that $U_{n} \supset E_{n}$ and $\mu_{0}(U_{n}) \le \mu^{*}(E_{n}) + \eps/2^{n}$ for each $n \in \natp$. In which case,

    \[\mu^{*}(E) \le \sum_{n \in \natp}\mu_{0}(U_{n}) \le \eps + \sum_{n \in \natp}\mu^{*}(E_{n})\]

    As this holds for all $\eps > 0$, $\mu^{*}(E) \le \sum_{n \in \natp}\mu^{*}(E_{n})$.

Therefore $\mu^{*}: 2^{E} \to [0, \infty]$ is an outer measure.

To see that all Borel sets are $\mu^{*}$-measurable, let $E \subset X$ and $U \in \topo$. First suppose that $E$ is open. Let $f \prec E \cap U$, then for any $g \prec E \setminus \supp{f}$, $\supp{f}\cap \supp{g}= \emptyset$ and $f + g \prec E$, so

\[\dpb{f, I}{C_c(X; \real)}+ \dpb{g, I}{C_c(X; \real)}\le \mu_{0}(E)\]

Since this holds for all $g \prec E \setminus \supp{f}$,

\[\dpb{f, I}{C_c(X; \real)}+ \mu_{0}(E \setminus \supp{f}) \le \mu_{0}(E)\]

As $E \setminus \supp{f}\supset E \setminus U$,

\[\dpb{f, I}{C_c(X; \real)}+ \mu_{0}(E \setminus U) \le \mu_{0}(E)\]

Finally, the above holds for all $f \prec E \cap U$,

\[\mu_{0}(E \cap U) + \mu_{0}(E \setminus U) \le \mu_{0}(E)\]

Now suppose that $E$ is arbitrary. Let $V \in \cn^{o}(E)$, then

\[\mu^{*}(E \cap U) + \mu^{*}(E \setminus U) \le \mu_{0}(V \cap U) + \mu_{0}(V \setminus U) \le \mu_{0}(V)\]

As this holds for all such $V$,

\[\mu^{*}(E) = \mu^{*}(E \cap U) + \mu^{*}(E \setminus U)\]

By Carathéodory’s Extension Theorem, there exists a Borel measure $\mu: \cb_{X} \to [0, \infty]$ such that for all $U \in \topo$, $\mu(U) = \mu_{0}(U)$.

(2): Let $K \subset X$ be compact and $U \in \cn^{o}(K)$. By Urysohn’s lemma, there exists $f \prec U$ with $f \ge \one_{K}$. In which case,

\[\inf_{\substack{f \in C_c(X; \real) \\ f \ge \one_K}}\dpb{f, I}{C(X; \real)}\le \inf_{U \in \cn^o(K)}\mu(U) = \mu(K)\]

On the other hand, let $f \in C_{c}(X; [0, 1])$ with $f \ge \one_{K}$. For any $r \in (0, 1)$, let $g \prec \bracs{f > r}$, then $r^{-1}f \ge g$ and

\[\dpb{g, I}{C_c(X; \real)}\le r^{-1}\dpb{f, I}{C_c(X; \real)}\]

As this holds for all $g \prec \bracs{f > r}$,

\[\mu(K) \le \mu(\bracs{f > r}) \le r^{-1}\dpb{f, I}{C_c(X; \real)}\]

Since the above holds for all $r \in (0, 1)$,

\[\mu(K) \le \inf_{\substack{f \in C_c(X; \real) \\ f \ge \one_K}}\dpb{f, I}{C_c(X; \real)}\]

(3): Let $f \in C_{c}(X; \real)$. Using linearity, assume without loss of generality that $f \in C_{c}(X; [0, 1])$. Let $N \in \natp$. For each $1 \le n \le N$, let

\[f_{n} = \min\paren{\max\paren{f - \frac{n - 1}{N}, 0}, \frac{1}{N}}\]

For any $x \in X$, there exists $1 \le n \le N$ such that $f(x) \in [(n-1)/N, n/N]$. In which case,

  • For each $1 \le j < n$, $f_{j}(x) = 1/N$.

  • $f_{n}(x) = f(x) - \frac{n - 1}{N}$.

  • For each $n < j \le N$, $f_{j}(x) = 0$.

so $\sum_{j = 1}^{N}f_{j}(x) = \frac{n-1}{N}+ f(x) - \frac{n - 1}{N}= f(x)$.

Let $K_{0} = \supp{f}$, and for each $1 \le n \le N$, let $K_{n} = \bracs{f \ge n/N}$.

\[\frac{1}{N}\mu\paren{K_n}\le \int f_{n} d\mu \le \frac{1}{N}\mu\paren{K_{n-1}}\]

Since $\supp{f_n}\subset \bracs{f \ge (n-1)/N}$, for any $U \supset \bracs{f_n \ge (n - 1)/N}$, $f_{n} \prec U$, so

\[\dpb{f_n, I}{C_c(X; \real)}\le \frac{1}{N}\mu\paren{K_{n-1}}\]

On the other hand, $f_{n} \ge \frac{1}{N}\one_{K_n}$,

\[\mu(K_{n}) \le \dpb{f_n, I}{C_c(X; \real)}\]

so

\[\frac{1}{N}\sum_{n = 1}^{N} \mu(K_{n}) \le \dpb{f, I}{C_c(X; \real)}, \int f d\mu \le \frac{1}{N}\sum_{n = 1}^{N} \mu(K_{n-1})\]

Therefore

\[\abs{\int f d\mu - \dpb{f, I}{C_c(X; \real)}}\le \frac{\mu(K_{0}) - \mu(K_{N})}{N}\le \frac{\mu(\supp{f})}{N}\]

As this holds for all $N \in \natp$, $\int f d\mu = \dpb{f, I}{C_c(X; \real)}$.

(4):

  1. For any $K \subset X$ compact, by Urysohn’s lemma, there exists $f \in C_{c}(X; [0, 1])$ with $f \ge \one_{K}$. In which case, $\mu(K) \le \int f d\mu = \dpb{f, I}{C_c(X; \real)}$.

  2. By definition of $\mu^{*}$, $\mu$ is outer regular.

  3. For any $U \in \topo$,

    \[\mu(U) = \sup_{f \prec U}\dpb{f, I}{C_c(X; \real)}\le \sup_{f \prec U}\mu(\supp{f}) \le \sup_{\substack{K \subset U \\ \text{compact}}}\mu(K) \le \mu(U)\]

(U): By Proposition 14.6.2, $\nu$ also satisfies (2). Thus for any $E \in \cb_{X}$, by (R2) and (R3’),

\[\nu(E) = \inf_{U \in \cn^o(E)}\sup_{\substack{K \subset U \\ \text{compact}}}\inf_{\substack{f \in C_c(X; [0, 1]) \\ f \ge \one_K}}\dpb{f, I}{C_c(X; \real)}\]

so $\nu$ is uniquely determined by $I$.$\square$