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Bokuan Li
d1ddf9f64b Added nuclear operators.
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2026-07-13 15:36:06 -04:00
Bokuan Li
84316a2059 Fiest draft of nuclear operators. 2026-07-13 15:26:05 -04:00
Bokuan Li
3113e1da04 Fixed typo.
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2026-07-10 18:38:50 -04:00
Bokuan Li
97150879d7 Oopsies daisies.
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2026-07-10 13:19:12 -04:00
Bokuan Li
d0f646fbe1 Added GNS.
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2026-07-09 15:31:43 -04:00
Bokuan Li
965a89d63a Fix typo in hahn-banach.
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2026-07-09 13:47:24 -04:00
Bokuan Li
67b00db276 Fix typo.
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2026-07-09 12:47:54 -04:00
Bokuan Li
013b095fa2 Added setup for GNS. 2026-07-09 12:36:43 -04:00
Bokuan Li
897edcf512 Added explicit descriptions of states in matrix algebras.
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2026-07-08 17:16:27 -04:00
Bokuan Li
709ce33a8d Minor cleanup.
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2026-07-08 15:16:14 -04:00
Bokuan Li
e5ef0d51df Added states.
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2026-07-08 15:02:23 -04:00
Bokuan Li
0a288cda5d Updated main page.
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2026-07-07 22:08:29 -04:00
Bokuan Li
bf0107f15d Oopsies daisies.
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2026-07-07 20:50:19 -04:00
Bokuan Li
c7cca8820c Added Krein-Milman for measures. 2026-07-07 20:49:57 -04:00
Bokuan Li
22ed76cb00 Word massaging.
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2026-07-07 17:40:49 -04:00
Bokuan Li
de9b6fb813 Added characterisation of positive linear functionals.
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2026-07-07 17:26:52 -04:00
Bokuan Li
f5ebcd7979 Reworked the order chapter. 2026-07-07 14:40:27 -04:00
Bokuan Li
f4e5004e8c Added remark. 2026-07-07 12:34:05 -04:00
Bokuan Li
f3c2c97f3b Added order decomposition for C*-algebras. 2026-07-07 12:33:11 -04:00
Bokuan Li
2ce66064fe Added continuity of homomorphisms.
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2026-07-07 12:09:59 -04:00
Bokuan Li
f613e65d10 Removed parts from Zhu citations. 2026-07-07 11:39:54 -04:00
Bokuan Li
86aba8ee4b Minor adjustments. 2026-07-06 12:36:34 -04:00
Bokuan Li
2cf172fa34 Fixed typo.
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2026-07-04 12:53:34 -04:00
Bokuan Li
9963459363 Finished lecture 11.
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2026-07-03 16:55:00 -04:00
Bokuan Li
26fdb527ce Added more facts about the positive square root.
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2026-07-03 16:20:41 -04:00
Bokuan Li
35e9550ff2 Added the continuous functional calculus. 2026-07-03 15:21:33 -04:00
Bokuan Li
683b822e7e Added Gelfand Naimark.
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2026-07-02 14:02:26 -04:00
Bokuan Li
dd62fbc0f4 Label typo? 2026-07-02 13:12:05 -04:00
Bokuan Li
1caa2785ef Small adjustments.
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2026-07-01 00:04:11 -04:00
Bokuan Li
89ec2234be Fixed typo.
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2026-06-30 19:34:11 -04:00
Bokuan Li
1f9e0bea78 Added extremely disconnected spaces.
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2026-06-30 19:32:42 -04:00
Bokuan Li
36f5b22042 Added localisable order completeness.
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2026-06-30 16:47:50 -04:00
Bokuan Li
60544ea6a0 Added some spectrum gruntwork. 2026-06-30 16:12:33 -04:00
Bokuan Li
e19a5e3ad0 Swapped in vocabulary.
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2026-06-30 14:14:44 -04:00
Bokuan Li
8090f060d3 Added local L^p spaces. 2026-06-30 14:13:58 -04:00
Bokuan Li
98127388ec Retracted localisable version of Radon-Nikodym. 2026-06-30 13:42:43 -04:00
Bokuan Li
baa048507b Added the localisable version of the radon-nikodym theorem.
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2026-06-29 21:29:57 -04:00
Bokuan Li
1ab81b49bc RETRACTION ON LCH EMBARRASSING TYPO
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2026-06-29 21:07:59 -04:00
Bokuan Li
38099f1b19 Added elements of localisable measures. 2026-06-29 20:55:01 -04:00
Bokuan Li
831acc66cc Added gluing for measures in terms of scaffoldings. 2026-06-29 19:29:18 -04:00
Bokuan Li
26c4bbbb51 LCH typo fix? 2026-06-29 19:09:55 -04:00
Bokuan Li
ff22fad2f8 Updated the existing system to accomodate scaffolds.
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2026-06-29 17:43:02 -04:00
Bokuan Li
3ba0eee08d Introduced scaffold to localisable measure spaces. 2026-06-29 16:57:59 -04:00
Bokuan Li
671e8984c7 Added the scaffold. 2026-06-29 16:49:35 -04:00
Bokuan Li
a11cfe4e04 Book keeping. 2026-06-29 16:34:06 -04:00
Bokuan Li
65a2b4cef4 FIxed up lattices.
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2026-06-29 12:37:13 -04:00
Bokuan Li
d4578960f3 Adjustments added to LCH spaces.
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2026-06-29 12:28:30 -04:00
Bokuan Li
17154547df More minor adjustments.
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2026-06-28 23:11:52 -04:00
Bokuan Li
35be74f8af Refined the approximation argument.
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2026-06-28 23:07:23 -04:00
Bokuan Li
a7904bd32c More typo fix.
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2026-06-28 22:48:14 -04:00
Bokuan Li
06d3f994f6 Style adjustments in gluing lemma.
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2026-06-28 21:45:48 -04:00
Bokuan Li
c484cd172b Typo fix.
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2026-06-28 21:33:06 -04:00
Bokuan Li
5abdf6ab3d Fixed wrong reference.
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2026-06-28 21:30:09 -04:00
Bokuan Li
8f06eca274 One more remark.
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2026-06-28 20:48:46 -04:00
Bokuan Li
145f3193be Minor sharpening of statements.
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2026-06-28 20:22:35 -04:00
Bokuan Li
2423cff867 Minor adjustment.
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2026-06-28 20:11:36 -04:00
Bokuan Li
3d1e095e82 Fixed typos in the gluing lemma.
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2026-06-28 20:10:25 -04:00
Bokuan Li
4226adf856 Added first darft of gluing lemma for measurable functions. 2026-06-28 19:50:05 -04:00
Bokuan Li
3a4f4b46e8 Added the theory of admissible approximant functions. 2026-06-28 19:29:22 -04:00
Bokuan Li
121033cfb6 Fixed label typo. 2026-06-28 14:35:23 -04:00
Bokuan Li
1d740724b4 Strengthened the simple function approximations. 2026-06-28 14:33:32 -04:00
Bokuan Li
4acc8fdf31 Un-retracted some things. 2026-06-28 12:05:22 -04:00
Bokuan Li
bbff684bd1 Polish correction. 2026-06-28 12:04:51 -04:00
Bokuan Li
55bd2e4859 Fixed typo.
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2026-06-27 22:41:48 -04:00
Bokuan Li
d8f56ef537 RETRACTION: SEPARABILITY REQUIRED TO DEFINE CONVERGENCE IN MEASURE 2026-06-27 22:38:39 -04:00
Bokuan Li
ce52ac4b63 Edited the open preimage functions. 2026-06-27 22:35:32 -04:00
Bokuan Li
4616ac2861 First draft for open preimage functions. 2026-06-27 22:06:50 -04:00
Bokuan Li
80f79fb30d Added preimage functions. 2026-06-27 18:41:06 -04:00
Bokuan Li
48a0e63f61 Added elementary facts about localisable measure spaces. 2026-06-27 17:11:57 -04:00
Bokuan Li
3d9c47bda1 Minor housekeeping. 2026-06-27 14:12:40 -04:00
77 changed files with 2721 additions and 429 deletions

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@@ -176,5 +176,10 @@
"scope": "latex", "scope": "latex",
"prefix": "cproof", "prefix": "cproof",
"body": ["[Proof, {{\\cite[$1]{$2}}}. ]$0"] "body": ["[Proof, {{\\cite[$1]{$2}}}. ]$0"]
},
"Scaffold": {
"scope": "latex",
"prefix": "scaf",
"body": ["\\hyperref[scaffolded]{definition:measure-scaffold}$0"]
} }
} }

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@@ -6,6 +6,10 @@
Hi, welcome to my digital garden, where I collect math results that I learn. Hi, welcome to my digital garden, where I collect math results that I learn.
Despite the contents being presented in a linear order by the table of contents, I will frequently reference things between chapters and sections.
Occasionally, I make up some definitions to play with. These definition blocks will always have a * at the end of its title to indicate that it lives mostly in my head. These terms will always be referenced with a link to their definition block.
\input{./src/cat/index} \input{./src/cat/index}
\input{./src/topology/index} \input{./src/topology/index}
\input{./src/fa/index} \input{./src/fa/index}

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@@ -247,4 +247,14 @@
year = {2013}, year = {2013},
isbn = {978-1-4614-6955-1}, isbn = {978-1-4614-6955-1},
doi = {10.1007/978-1-4614-6956-8} doi = {10.1007/978-1-4614-6956-8}
}
@book{Munkres,
author = {Munkres, James R.},
title = {Topology},
edition = {2nd},
publisher = {Prentice Hall},
address = {Upper Saddle River, NJ},
year = {2000},
isbn = {0-13-181629-2}
} }

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@@ -0,0 +1,47 @@
\section{Gluing Lemmas}
\label{section:gluing}
\begin{lemma}[Gluing for Functions]
\label{lemma:glue-function}
Let $X, Y$ be sets, $\seq{U_i} \subset 2^X$, and $\seqi{f}$ with $f_i: U_i \to Y$ for all $i \in I$. If:
\begin{enumerate}
\item[(a)] $\bigcup_{i \in I}U_i = X$.
\item[(b)] For each $i, j \in I$, either $U_i \cap U_j = \emptyset$, or $f_i|_{U_i \cap U_j} = f_j|_{U_i \cap U_j}$.
\end{enumerate}
then there exists a unique $f: X \to Y$ such that $f|_{U_i} = f_i$ for all $i \in I$.
\end{lemma}
\begin{proof}
For each $i \in I$, let $\Gamma_i \subset U_i \times Y$ be the graph of $f_i$. Let $\Gamma = \bigcup_{i \in I}\Gamma_i$, then:
\begin{enumerate}
\item By assumption (a), $\bracs{x|(x, y) \in \Gamma} = \bigcup_{i \in I}U_i = X$.
\item For any $x \in X$, there exists $y \in Y$ with $(x, y) \in \Gamma$, and $i \in I$ such that $(x, y) \in \Gamma_i$. If $(x, y') \in \Gamma_j \subset \Gamma$, then $x \in U_i \cap U_j \ne \emptyset$. By assumption (b), $y = y'$.
\end{enumerate}
Thus $\Gamma$ is the graph of a function $f: X \to Y$ with $f|_{U_i} = f_i$ for all $i \in I$.
\end{proof}
\begin{lemma}[Gluing for Linear Functions]
\label{lemma:glue-linear}
Let $E, F$ be vector spaces over a field $K$, $\fF$ be a family of subspaces of $E$, and $\bracs{T_V}_{V \in \fF}$ with $T_V \in \hom(V; F)$ for all $V \in \fF$. If:
\begin{enumerate}
\item[(a)] $\bigcup_{V \in \fF}V = E$.
\item[(b)] For each $V, W \in \fF$, $T_V|_{V \cap W} = T_W|_{V \cap W}$.
\item[(c)] $\fF$ is upward-directed with respect to includion.
\end{enumerate}
then there exists a unique $T \in \hom(E; F)$ such that $T|_{V} = T_V$ for all $V \in \fF$.
\end{lemma}
\begin{proof}
By (a), (b), and \autoref{lemma:glue-function}, there exists a unique $T: E \to F$ such that $T|_V = T_V$ for all $V \in \fF$.
Let $x, y \in E$ and $\lambda \in \fF$. By assumption (a), there exists $V_x, V_y \in \fF$ with $x \in V_x$ and $y \in V_y$. By assumption (3), there exists $V \in \fF$ with $V \supset V_x \cup V_y$. Hence
\[
T(\lambda x + y) = T_V(\lambda x + y) = \lambda T_Vx + T_Vy = \lambda Tx + Ty
\]
and $T \in \hom(E; F)$.
\end{proof}

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\chapter{Gluing Lemmas} \chapter{Functions}
\label{chap:gluing} \label{chap:gluing}
The following chapter contains certain tricks in working with functions in an abstract setting.
\begin{lemma}[Gluing for Functions]
\label{lemma:glue-function}
Let $X, Y$ be sets, $\seq{U_i} \subset 2^X$, and $\seqi{f}$ with $f_i: U_i \to Y$ for all $i \in I$. If:
\begin{enumerate}
\item[(a)] $\bigcup_{i \in I}U_i = X$.
\item[(b)] For each $i, j \in I$, either $U_i \cap U_j = \emptyset$, or $f_i|_{U_i \cap U_j} = f_j|_{U_i \cap U_j}$.
\end{enumerate}
then there exists a unique $f: X \to Y$ such that $f|_{U_i} = f_i$ for all $i \in I$.
\end{lemma}
\begin{proof}
For each $i \in I$, let $\Gamma_i \subset U_i \times Y$ be the graph of $f_i$. Let $\Gamma = \bigcup_{i \in I}\Gamma_i$, then:
\begin{enumerate}
\item By assumption (a), $\bracs{x|(x, y) \in \Gamma} = \bigcup_{i \in I}U_i = X$.
\item For any $x \in X$, there exists $y \in Y$ with $(x, y) \in \Gamma$, and $i \in I$ such that $(x, y) \in \Gamma_i$. If $(x, y') \in \Gamma_j \subset \Gamma$, then $x \in U_i \cap U_j \ne \emptyset$. By assumption (b), $y = y'$.
\end{enumerate}
Thus $\Gamma$ is the graph of a function $f: X \to Y$ with $f|_{U_i} = f_i$ for all $i \in I$.
\end{proof}
\begin{lemma}[Gluing for Linear Functions] \input{./gluing.tex}
\label{lemma:glue-linear} \input{./level.tex}
Let $E, F$ be vector spaces over a field $K$, $\fF$ be a family of subspaces of $E$, and $\bracs{T_V}_{V \in \fF}$ with $T_V \in \hom(V; F)$ for all $V \in \fF$. If:
\begin{enumerate}
\item[(a)] $\bigcup_{V \in \fF}V = E$.
\item[(b)] For each $V, W \in \fF$, $T_V|_{V \cap W} = T_W|_{V \cap W}$.
\item[(c)] $\fF$ is upward-directed with respect to includion.
\end{enumerate}
then there exists a unique $T \in \hom(E; F)$ such that $T|_{V} = T_V$ for all $V \in \fF$.
\end{lemma}
\begin{proof}
By (a), (b), and \autoref{lemma:glue-function}, there exists a unique $T: E \to F$ such that $T|_V = T_V$ for all $V \in \fF$.
Let $x, y \in E$ and $\lambda \in \fF$. By assumption (a), there exists $V_x, V_y \in \fF$ with $x \in V_x$ and $y \in V_y$. By assumption (3), there exists $V \in \fF$ with $V \supset V_x \cup V_y$. Hence
\[
T(\lambda x + y) = T_V(\lambda x + y) = \lambda T_Vx + T_Vy = \lambda Tx + Ty
\]
and $T \in \hom(E; F)$.
\end{proof}

42
src/cat/gluing/level.tex Normal file
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\section{Preimages}
\label{section:preimage}
\begin{definition}[Preimage Function*]
\label{definition:preimage-function}
Let $X, Y$ be sets and $P: 2^Y \to 2^X$, then $P$ is a \textbf{preimage function} if
\begin{enumerate}[label=(PF\arabic*)]
\item $P(\emptyset) = \emptyset$.
\item For each $\mathcal{S} \subset 2^Y$, $\bigcup_{S \in \mathcal{S}}P(S) = P\paren{\bigcup_{S \in \mathcal{S}}S}$.
\item For each $\mathcal{S} \subset 2^Y$, $\bigcap_{S \in \mathcal{S}}P(S) = P\paren{\bigcap_{S \in \mathcal{S}}}$.
\end{enumerate}
and $P$ is \textbf{total} if
\begin{enumerate}
\item[(T)] $P(Y) = X$.
\end{enumerate}
\end{definition}
\begin{proposition}
\label{proposition:preimage-gymnastics}
Let $X$ and $Y$ be sets, then:
\begin{enumerate}
\item For any $f: X \to Y$, the mapping $S \mapsto f^{-1}(S)$ is a total \hyperref[preimage function]{definition:preimage-function}.
\item For any total preimage function $P: 2^Y \to 2^X$, there exists a unique $f: X \to Y$ such that $P(S) = f^{-1}(S)$ for all $S \in 2^Y$.
\end{enumerate}
\end{proposition}
\begin{proof}
(2): Let $x, y \in Y$ with $x \ne y$, then by (PF1) and (PF3),
\[
P(\bracs{x}) \cap P(\bracs{y}) = P(\bracs{x} \cap \bracs{y}) = P(\emptyset) = \emptyset
\]
By (T) and (PF2), $X = P(Y) = P\paren{\bigcup_{y \in Y}\bracs{y}} = \bigcup_{y \in Y}P(\bracs{y})$. Therefore $X = \bigsqcup_{y \in Y}P(\bracs{y})$.
Therefore for each $x \in X$, there exists a unique $f(x) \in Y$ such that $x \in P(f(x))$. The association $x \mapsto f(x)$ then is the unique desired function.
\end{proof}

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@@ -74,7 +74,7 @@
then $f = 1$. then $f = 1$.
\end{proposition} \end{proposition}
\begin{proof}[Proof, {{\cite[Lemma I.4.4]{Zhu}}}. ] \begin{proof}[Proof, {{\cite[Lemma 4.4]{Zhu}}}. ]
By (c) and \autoref{proposition:entire-logarithm}, there exists $g \in H(\complex; \complex)$ such that $f = e^g$. Since $f(0) = 1$, $g(0) = 0$. As $f'(0) = g'(0)f(0) = 0$, $g'(0) = 0$ as well. By (c) and \autoref{proposition:entire-logarithm}, there exists $g \in H(\complex; \complex)$ such that $f = e^g$. Since $f(0) = 1$, $g(0) = 0$. As $f'(0) = g'(0)f(0) = 0$, $g'(0) = 0$ as well.
From (c), $|g(z)| \le e^{|z|}$ for each $z \in \complex$. Thus for every $r > 0$ and $z \in B_\complex(0, r)$, $|g(z)| \le |g(z) - 2r|$, and From (c), $|g(z)| \le e^{|z|}$ for each $z \in \complex$. Thus for every $r > 0$ and $z \in B_\complex(0, r)$, $|g(z)| \le |g(z) - 2r|$, and

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@@ -66,3 +66,19 @@
On the other hand, let $\mathcal{T} \subset 2^E$ be a locally convex topology consistent with $\dpn{E, F}{\lambda}$. By the \hyperref[Banach-Alaoglu Theorem]{theorem:alaoglu}, every $\mathcal{T}$-equicontinuous set is relatively $\sigma(F, E)$-compact. Therefore $\mathcal{T}$ is coarser than the topology of uniform convergence on relatively $\sigma(E, F)$-compact, convex, and circled sets. On the other hand, let $\mathcal{T} \subset 2^E$ be a locally convex topology consistent with $\dpn{E, F}{\lambda}$. By the \hyperref[Banach-Alaoglu Theorem]{theorem:alaoglu}, every $\mathcal{T}$-equicontinuous set is relatively $\sigma(F, E)$-compact. Therefore $\mathcal{T}$ is coarser than the topology of uniform convergence on relatively $\sigma(E, F)$-compact, convex, and circled sets.
\end{proof} \end{proof}
\begin{definition}[Mackey Space]
\label{definition:mackey-space}
Let $E$ be a separated locally convex space over $K \in \RC$, then $E$ is a \textbf{Mackey space} if $E$ is equipped with the Mackey topology of $\dpn{E, E^*}{E}$.
\end{definition}
\begin{proposition}
\label{proposition:barreled-mackey}
Let $E$ be a separated barreled space over $K \in \RC$, then $E$ is a Mackey space.
\end{proposition}
\begin{proof}
Let $\cf \subset E^*$ be a $\sigma(E^*, E)$-compact set and $U \in \cn_{K}(0)$ be a barrel, then $V = \bigcap_{\phi \in \cf}\phi^{-1}(U)$ is convex, circled, and closed. For each $x \in E$, $\cf(x) = \bracs{\dpn{x, \phi}{E}|\phi \in \cf}$ is bounded. Thus $V$ is absorbing and hence a barrel. Since $E$ is barreled, $V \in \cn_E(0)$. Therefore the Mackey topology is contained in the topology of $E$, and $E$ is a Mackey space.
\end{proof}

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@@ -159,7 +159,7 @@
\item For any $x \in E$ and $\lambda \ge 0$, $[\lambda x]_A = \lambda [x]_A$. \item For any $x \in E$ and $\lambda \ge 0$, $[\lambda x]_A = \lambda [x]_A$.
\item If $A$ is convex, then for any $x, y \in E$, $[x + y]_A \le [x]_A + [y]_A$. \item If $A$ is convex, then for any $x, y \in E$, $[x + y]_A \le [x]_A + [y]_A$.
\item If $A$ is circled, then for any $x \in E$ and $\lambda \in K$, $[\lambda x]_A = \abs{\lambda}[x]_A$. \item If $A$ is circled, then for any $x \in E$ and $\lambda \in K$, $[\lambda x]_A = \abs{\lambda}[x]_A$.
\item If $A$ is circled, then $\bracs{\rho < 1} \subseteq A \subseteq \bracs{\rho \le 1} \subseteq \ol A$. \item If $A$ is circled, then $\bracs{\rho < 1} \subseteq A \subseteq \bracs{\rho \le 1} \subseteq \ol A$, with respect to any vector space topology on $E$.
\end{enumerate} \end{enumerate}
In particular, In particular,

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@@ -26,10 +26,10 @@
then for any $x \in F$ and $t > 0$, then for any $x \in F$ and $t > 0$,
\begin{align*} \begin{align*}
\phi(x + tx_0) &= \phi(x) + t\lambda = t\braks{\phi(t^{-1}x) + \lambda} \\ \phi_{x_0, \lambda}(x + tx_0) &= \phi(x) + t\lambda = t\braks{\phi(t^{-1}x) + \lambda} \\
&\le t\braks{\rho(t^{-1}x + x_0) - \phi(t^{-1}x) + \phi(t^{-1}x)} \\ &\le t\braks{\rho(t^{-1}x + x_0) - \phi(t^{-1}x) + \phi(t^{-1}x)} \\
&= t\rho(t^{-1}x + x_0) = \rho(x + tx_0) \\ &= t\rho(t^{-1}x + x_0) = \rho(x + tx_0) \\
\phi(x - tx_0) &= \phi(x) - t\lambda = t\braks{\phi(t^{-1}x) - \lambda} \\ \phi_{x_0, \lambda}(x - tx_0) &= \phi(x) - t\lambda = t\braks{\phi(t^{-1}x) - \lambda} \\
&\ge t\braks{\rho(t^{-1}x - x_0) + \phi(t^{-1}x) - \phi(t^{-1}x)} \\ &\ge t\braks{\rho(t^{-1}x - x_0) + \phi(t^{-1}x) - \phi(t^{-1}x)} \\
&= t\rho(t^{-1}x - x_0) = \rho(x - tx_0) &= t\rho(t^{-1}x - x_0) = \rho(x - tx_0)
\end{align*} \end{align*}
@@ -40,7 +40,7 @@
Let $E$ be a vector space over $K \in \RC$, $\rho: E \to \real$ be a sublinear functional, and $F \subsetneq E$ be a subspace, then Let $E$ be a vector space over $K \in \RC$, $\rho: E \to \real$ be a sublinear functional, and $F \subsetneq E$ be a subspace, then
\begin{enumerate} \begin{enumerate}
\item For any $\phi \in \hom(F; \real)$ with $\phi \le \rho|_F$, there exists $\Phi \in \hom(E; \real)$ such that $\Phi \le \rho$ and $\Phi|_F = \phi$. \item For any $\phi \in \hom(F; \real)$ with $\phi \le \rho|_F$, there exists $\Phi \in \hom(E; \real)$ such that $\Phi \le \rho$ and $\Phi|_F = \phi$.
\item If $\rho$ is a seminorm, then for any $\phi \in \hom(F; \complex)$ with $\abs{\phi} \le \rho|_F$, there exists $\Phi \in \hom(E; \complex)$ such that $\abs{\Phi} \le \rho$ and $\Phi|_F = \phi$. \item If $\rho$ is a seminorm, then for any $\phi \in \hom(F; K)$ with $\abs{\phi} \le \rho|_F$, there exists $\Phi \in \hom(E; K)$ such that $\abs{\Phi} \le \rho$ and $\Phi|_F = \phi$.
\end{enumerate} \end{enumerate}
\end{theorem} \end{theorem}
\begin{proof}[Proof {{\cite[Theorem 5.6, 5.7]{Folland}}}. ] \begin{proof}[Proof {{\cite[Theorem 5.6, 5.7]{Folland}}}. ]
@@ -60,7 +60,7 @@
By Zorn's lemma, $\mathbf{F}$ admits a maximal element $\Phi$. If $\cd(\Phi) \subsetneq E$, then $\Phi$ is not maximal by the preceding discussion. Therefore $\cd(\Phi) = E$ and $\Phi$ is a desired extension. By Zorn's lemma, $\mathbf{F}$ admits a maximal element $\Phi$. If $\cd(\Phi) \subsetneq E$, then $\Phi$ is not maximal by the preceding discussion. Therefore $\cd(\Phi) = E$ and $\Phi$ is a desired extension.
(2): Given that $\rho$ is a seminorm, for any $u \in \hom(E; \real)$, $u \le \rho$ if and only if $\abs{u} \le \rho$. (2): Given that $\rho$ is a seminorm, for any $u \in \hom(E; \real)$, $u \le \rho$ if and only if $\abs{u} \le \rho$. Assume without loss of generality that $K = \complex$.
Let $u = \re{\phi}$, then $u \in \hom(E; \real)$ by \autoref{proposition:polarisation-linear}. By (1), there exists $U \in \hom(E; \real)$ such that $\abs{U} \le \rho$ and $U|_F = u$. For each $x \in E$, let $\Phi(x) = U(x) - iU(ix)$, then $\Phi \in \hom(E; \complex)$ and $\Phi|_F = \phi$ by \autoref{proposition:polarisation-linear}. In addition, for any $x \in E$, if $\alpha = \overline{\sgn(\Phi(x))}$, then Let $u = \re{\phi}$, then $u \in \hom(E; \real)$ by \autoref{proposition:polarisation-linear}. By (1), there exists $U \in \hom(E; \real)$ such that $\abs{U} \le \rho$ and $U|_F = u$. For each $x \in E$, let $\Phi(x) = U(x) - iU(ix)$, then $\Phi \in \hom(E; \complex)$ and $\Phi|_F = \phi$ by \autoref{proposition:polarisation-linear}. In addition, for any $x \in E$, if $\alpha = \overline{\sgn(\Phi(x))}$, then
\[ \[

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@@ -13,3 +13,4 @@
\input{./hahn-banach.tex} \input{./hahn-banach.tex}
\input{./spaces-of-linear.tex} \input{./spaces-of-linear.tex}
\input{./tensor.tex} \input{./tensor.tex}
\input{./nuclear.tex}

158
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@@ -0,0 +1,158 @@
\section{Nuclear Operators}
\label{section:nuclear-operator}
\begin{definition}[Nuclear Operator Between Banach Spaces]
\label{definition:nuclear-operator-normed}
Let $E, F$ be Banach spaces, $E^*$ be the dual of $E$, equipped with the uniform topology, and $T \in L(E; F)$, then $T$ is \textbf{nuclear} if there exists $\seq{\phi_n} \subset E^*$ and $\seq{y_n} \subset F$ such that:
\begin{enumerate}
\item For each $x \in E$, $Tx = \sum_{n = 1}^\infty y_n \dpn{x, \phi_n}{E}$.
\item $\sum_{n \in \natp}\norm{y_n}_F\norm{\phi_n}_{E^*} < \infty$.
\end{enumerate}
The set $N(E; F)$ is the \textbf{space of nuclear operators} from $E$ to $F$. For each $T \in N(E; F)$, let
\[
\norm{T}_{N(E; F)} = \inf\bracs{\sum_{n \in \natp}\norm{y_n}_F\norm{\phi_n}_{E^*} \bigg | Tx = \sum_{n = 1}^\infty y_n \dpn{x, \phi_n}{E} \forall x \in E}
\]
then $\norm{\cdot}_{N(E; F)}$ is a norm on $N(E; F)$, and $N(E; F)$ is a Banach space.
\end{definition}
\begin{lemma}
\label{lemma:nuclear-operator-normed-tensor}
Let $E, F$ be Banach spaces, $E^*$ be the dual of $E$, equipped with the uniform topology, then the mapping
\[
E^* \otimes F \to N(E; F) \quad \sum_{j = 1}^n \phi_j \otimes y_j \mapsto \sum_{j = 1}^n y_j\dpn{\cdot, \phi_j}{E}
\]
extends continuously into a surjective linear map $E^* \tilde \otimes_\pi F \to N(E; F)$.
\end{lemma}
\begin{definition}[Nuclear Operator]
\label{definition:nuclear-operator}
Let $E, F$ be separated locally convex spaces over $K \in \RC$ and $T \in L(E; F)$, then the following are equivalent:
\begin{enumerate}
\item There exists convex and circled sets $U \in \cn_E(0)$ and $B \in B(F)$ such that:
\begin{enumerate}[label=(\alph*)]
\item The auxiliary space $F_B$ is a Banach space.
\item $T(U) \subset B$.
\item The induced map $\wh E_U \to F_B$ is nuclear.
\end{enumerate}
\item There exists an equicontinuous sequence $\seq{\phi_n} \subset E^*$, a convex, circled, and bounded subset $B \subset F$, $\seq{y_n} \subset B$, and $\seq{\lambda_n} \subset K$ such that
\begin{enumerate}[label=(\alph*)]
\item The auxiliary space $F_B$ is a Banach space.
\item For each $x \in E$, $Tx = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n}{E}$.
\item $\sum_{n \in \natp}|\lambda_n| < \infty$.
\end{enumerate}
\end{enumerate}
If the above holds, then $T$ is \textbf{nuclear}. The set $N(E; F)$ is the \textbf{space of nuclear operators} from $E$ to $F$.
\end{definition}
\begin{proof}[Proof, {{\cite[Theorem III.7.1]{SchaeferWolff}}}. ]
(1) $\Rightarrow$ (2): Let $\pi: E \to E_U$ be the canonical projection map associated with $E_U$ and $\iota: F_B \to F$ be the canonical inclusion map associated with $F_B$. By assumption (1b), there exists an induced map $\hat T: E_U \to F_B$ such that the following diagram commutes:
\[
\xymatrix{
E \ar@{->}[r]^{T} \ar@{->}[d]_{\pi} & F \\
E_U \ar@{->}[r]_{\hat T} & F_B \ar@{->}[u]_{\iota}
}
\]
By the \hyperref[linear extension theorem]{theorem:linear-extension-theorem-normed}, $E_U^* = (\wh E_U)^*$. Assume without loss of generality that $E_U$ is a Banach space, then (1c) implies that $\hat T \in L(E_U; F_B)$ is a nuclear operator. By \autoref{lemma:nuclear-operator-normed-tensor} and \autoref{theorem:metrisable-tensor-product}, there exists $\seq{\phi_n} \subset E_U^*$, $\seq{y_n} \subset F_B$, and $\seq{\lambda_n} \subset K$ such that:
\begin{enumerate}[label=(\roman*)]
\item $\sum_{n \in \natp}|\lambda_n| < \infty$.
\item $\limv{n}\phi_n = 0$ and $\limv{n}y_n = 0$.
\item For each $x \in E_U$, $\hat Tx = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n}{E_U}$.
\end{enumerate}
By (ii), $\sup_{n \in \natp}\norm{\phi_n}_{E_U^*} < \infty$ and $\sup_{n \in \natp}\norm{y_n}_{F_B} < \infty$, so $\seq{\phi_n}$ is equicontinuous, and there exists $R > 0$ such that $\seq{y_n} \subset RB$. After rescaling, assume without loss of generality that $\seq{y_n} \subset B$. By unraveling the factorisation, (iii) shows that for each $x \in E$,
\[
Tx = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n \circ \pi}{E}
\]
Therefore the decomposition using $\seq{\phi_n \circ \pi} \subset E^*$, $B \subset F$, $\seq{y_n} \subset B$, and $\seq{\lambda_n} \subset K$ given above satisfies (2).
(2) $\Rightarrow$ (1): Since $\seq{\phi_n}$ is equicontinuous, $U = \bigcap_{n \in \natp}\phi_n^{-1}(B_K(0, 1))$ is a convex and circled neighbourhood of $0$ in $E$.
(1b): Using assumption (2c) and rescaling, assume without loss of generality that $\sum_{n = 1}^\infty |\lambda_n| < 1$. Let $\rho: F_B \to [0, \infty)$ be the gauge of $B$, then for any $x \in U$,
\begin{align*}
\rho(Tx) &= \rho\braks{\sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n}{E}} \le \sum_{n \in \natp} |\lambda_n| \cdot \underbrace{|\dpn{x, \phi_n}{E}|}_{\le 1} \cdot \underbrace{\rho(y_n)}_{\le 1} \\
&\le \sum_{n \in \natp}|\lambda_n| < 1
\end{align*}
so $\rho(Tx) < 1$ and $Tx \in B$. Therefore $T(U) \subset B$.
(1c): Let $\pi: E \to E_U$ be the canonical projection map associated with $E_U$ and $n \in \natp$. By construction, $U \subset \phi_n^{-1}(B_K(0, 1))$, so there exists $\hat \phi_n \in E_U^*$ such that the following diagram commutes:
\[
\xymatrix{
E \ar@{->}[d]_{\pi} \ar@{->}[rd]^{\phi_n} & \\
E_U \ar@{->}[r]_{\hat \phi_n} & K
}
\]
Thus for each $x \in E$,
\[
Tx = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n}{E} = \sum_{n = 1}^\infty y_n \dpn{\pi(x), \lambda_n \hat \phi_n}{E_U}
\]
and the induced map $\hat T: \wh E_U \to F_B$ takes the form $\hat Tx = \sum_{n = 1}^\infty y_n \dpn{x, \lambda_n \hat \phi_n}{\wh E_U}$. Finally, for each $n \in \natp$, $U \subset \phi_n^{-1}(B_K(0, 1))$, and $\normn{\hat \phi_n}_{E_U^*} \le 1$. Similarly, since $y_n \in B$, $\norm{y_n}_{F_B} \le 1$ as well. Therefore
\[
\normn{\hat T}_{N(\wh E_U; F_B)} \le \sum_{n \in \natp}|\lambda_n| \cdot \norm{y_n}_{F_B} \cdot \normn{\hat \phi_n}_{E_U^*} \le \sum_{n \in \natp}|\lambda_n| < \infty
\]
and $\hat T: \wh E_U \to F_B$ is nuclear.
\end{proof}
\begin{proposition}
\label{proposition:nuclear-gymnastics}
Let $E, F, G, H$ be separated locally convex spaces and $S \in N(F; G)$, then:
\begin{enumerate}
\item $S$ is compact.
\item For any $T \in L(E; F)$, $S \circ T \in N(E; G)$.
\item For any $R \in L(G; H)$, $R \circ S \in N(F; H)$.
\item There exists a unique $\wh S \in L(\wh F; G)$ such that $\wh S|_{F} = S$. Moreover, $\wh S \in N(\wh F; G)$.
\end{enumerate}
\end{proposition}
\begin{proof}[Proof, {{\cite[Corollary III.7.1.1-III.7.1.3]{SchaeferWolff}}}. ]
Let $\seq{\phi_n} \subset F^*$ be an equicontinuous sequence, $B \in B(G)$ be convex and circled, $\seq{y_n} \subset B$, and $\seq{\lambda_n} \subset K$ such that
\begin{enumerate}[label=(\alph*)]
\item The auxiliary space $G_B$ is a Banach space.
\item For each $x \in F$, $Sx = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n}{F}$.
\item $\sum_{n \in \natp}|\lambda_n| < \infty$.
\end{enumerate}
(1): Let $U = \bigcap_{n \in \natp}\phi_n^{-1}(B_K(0, 1))$, then since $\seq{\phi_n}$ is equicontinuous, $U$ is a convex and circled neighbourhood of $0$ in $F$. Given that $G_B$ is complete, $S$ is the following composition of continuous maps:
\[
\begin{CD}
U @>{\prod_{n \in \natp} \phi_n}>> \overline{B_K(0,1)}^{\natp} @>{x \mapsto \sum_{n=1}^\infty \lambda_n x_n y_n}>> G_B @>>> G
\end{CD}
\]
By \hyperref[Tychonoff's Theorem]{theorem:tychonoff}, $\overline{B_K(0,1)}^{\natp}$ is compact. Since $S(U)$ is contained in its image in the above diagram, $S(U)$ is relatively compact.
(2): Since $T \in L(E; F)$, $\seq{\phi_n \circ T} \subset E^*$ is equicontinuous. Thus for any $x \in E$,
\[
(S \circ T)x = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \phi_n \circ T}{E}
\]
and $S \circ T \in N(E; G)$.
(3): Using (1), assume without loss of generality that $B$ is also compact. In which case, $R(B)$ is a convex, circled, and compact set in $H$ containing $0$. Thus $H_{R(B)}$ is a Banach space. For each $x \in F$,
\[
(R \circ S)x = \sum_{n = 1}^\infty \lambda_n R(y_n) \dpn{x, \phi_n}{F}
\]
and $R \circ S \in N(F; H)$.
(4): By the \hyperref[linear extension theorem]{theorem:linear-extension-theorem-tvs}, such an extension exists and is unique. Moreover, $\seq{\phi_n} \subset F^*$ extend into an equicontinuous family $\bracsn{\wh \phi_n}_1^\infty \subset \wh F^*$. Since $G_B$ is complete, the extension $\wh S \in L(\wh F; G)$ takes the form
\[
\wh S x = \sum_{n = 1}^\infty \lambda_n y_n \dpn{x, \wh \phi_n}{\wh F}
\]
Therefore $\wh S \in N(\wh F; G)$.
\end{proof}

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@@ -135,7 +135,7 @@
(5): By (6) of \autoref{definition:projective-tensor-product}. (5): By (6) of \autoref{definition:projective-tensor-product}.
\end{proof} \end{proof}
\begin{theorem}[{{\cite[III.6.4]{SchaeferWolff}}}] \begin{theorem}
\label{theorem:metrisable-tensor-product} \label{theorem:metrisable-tensor-product}
Let $E, F$ be metrisable locally convex spaces over $K \in \RC$, then for any $z \in E \td{\otimes}_\pi F$, there exists $\seq{\lambda_n} \subset K$ and $\seq{(x_j, y_j)} \subset E \times F$ such that: Let $E, F$ be metrisable locally convex spaces over $K \in \RC$, then for any $z \in E \td{\otimes}_\pi F$, there exists $\seq{\lambda_n} \subset K$ and $\seq{(x_j, y_j)} \subset E \times F$ such that:
\begin{enumerate} \begin{enumerate}
@@ -146,7 +146,7 @@
\end{theorem} \end{theorem}
\begin{proof} \begin{proof}[Proof, {{\cite[III.6.4]{SchaeferWolff}}}.]
Let $\seq{p_n}$ and $\seq{q_n}$ be increasing sequences of continuous seminorms that induce the topology on $E$ and $F$, respectively. For each $n \in \natp$, let $r_n = p_n \otimes q_n$, and $\td r_n$ be the continuous extension of $r_n$ to $E \td{\otimes}_\pi F$. Let $\seq{p_n}$ and $\seq{q_n}$ be increasing sequences of continuous seminorms that induce the topology on $E$ and $F$, respectively. For each $n \in \natp$, let $r_n = p_n \otimes q_n$, and $\td r_n$ be the continuous extension of $r_n$ to $E \td{\otimes}_\pi F$.
Let $u \in E \td{\otimes}_\pi F$, then there exists $\seq{u_n} \subset E \otimes_\pi F$ such that $\td r_n(u - u_n) < 2^{-n}/n^2$ for all $n \in \natp$. For each $N \in \natp$, let $v_N = u_{N+1} - u_N$, then Let $u \in E \td{\otimes}_\pi F$, then there exists $\seq{u_n} \subset E \otimes_\pi F$ such that $\td r_n(u - u_n) < 2^{-n}/n^2$ for all $n \in \natp$. For each $N \in \natp$, let $v_N = u_{N+1} - u_N$, then

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@@ -6,3 +6,4 @@
\input{./duality.tex} \input{./duality.tex}
\input{./ui.tex} \input{./ui.tex}
\input{./seq.tex} \input{./seq.tex}
\input{./local.tex}

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@@ -0,0 +1,44 @@
\section{Locally Integrable Functions}
\label{section:locally-integrable}
\begin{definition}[Locally Integrable*]
\label{definition:locally-integrable}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} measure space, $E$ be a normed vector space over $K \in \RC$, $f: X \to E$ be strongly measurable, and $p \in [1, \infty]$, then $f$ is \textbf{locally $p$-integrable} if for every $A \in \cf$, $\int_A \norm{f}_A^p d\mu < \infty$.
The set $\mathcal{L}^p_\cf(X, \cm, \mu; E) = \mathcal{L}^p_\cf(X; E) = \mathcal{L}^p_\cf(\mu; E)$ is the space of all locally $p$-integrable $E$-valued functions on $X$.
\end{definition}
\begin{definition}[Locally Bounded*]
\label{definition:locally-bounded-measure}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} measure space, $E$ be a normed vectorr space over $K \in \RC$, and $f: X \to E$ be strongly measurable, then $f$ is \textbf{essentially bounded} if for every $A \in \cf$, $\norm{\one_A f}_{L^\infty(A; E)} < \infty$.
The set $\mathcal{L}^\infty_\cf(X, \cm, \mu; E) = \mathcal{L}^\infty_\cf(X; E) = \mathcal{L}^\infty_\cf(\mu; E)$ is the space of all locally bounded $E$-valued functions on $X$.
\end{definition}
\begin{definition}[Local $L^p$ Space*]
\label{definition:local-lp-space}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} measure space, $E$ be a normed vector space over $K \in \RC$, and $p \in [1, \infty]$. For each $A \in \cf$ and $f \in \mathcal{L}^p_\cf(X, \cm, \mu; E)$, let $[f]_{L^p_A(X; \mu)} = \norm{\one_A f}_{L^p(X; \mu)}$, then the $[\cdot]_{L^p_A(X; \mu)}$ is a seminorm on \hyperref[$\mathcal{L}^p_\cf(X; E)$]{definition:locally-integrable}. The set
\[
L^p_\cf(X, \cm, \mu; E) = \mathcal{L}^p_\cf(X, \cm, \mu; E)/\bracs{f|f = 0\text{ a.e.}}
\]
equipped with the seminorms $\bracsn{[\cdot]_{L^p_A(X;\mu)}|A \in \cf}$ is a separated locally convex space, and the \textbf{local $L^p$ space} of $(X, \cm, \mu)$.
\end{definition}
\begin{lemma}
\label{lemma:gluing-local-lp}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} localisable measure space, $E$ be a normed vector space over $K \in \RC$, $p \in [1, \infty]$, and $\bracsn{f_A}_{A \in \cf}$ such that:
\begin{enumerate}[label=(\alph*)]
\item For each $A \in \cf$, $f_A \in \mathcal{L}^p(A; E)$.
\item For each $A, B \in \cf$, $f_A|_{A \cap B} = f_B|_{A \cap B}$ almost everywhere.
\item $\bigcup_{A \in \cf}f_A(A)$ is a separable subset of $E$.
\end{enumerate}
then there exists a unique $f \in L^p_\cf(X; E)$ such that $f|_A = f_A$ for all $A \in \cf$.
\end{lemma}
\begin{proof}
By the \hyperref[gluing lemma for measurable functions]{lemma:gluing-measurable}.
\end{proof}

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@@ -159,7 +159,7 @@
\begin{lemma}[Scheffé] \begin{lemma}[Scheffé]
\label{lemma:scheffe} \label{lemma:scheffe}
Let $(X, \cm, \mu)$ be a measure space, $p \in [1, \infty)$, $E$ be a normed vector space over $K \in \RC$, $\fF \subset 2^{L^p(X; E)}$ be a filter, and $g \in L^p(X; E)$, then $\fF \to g$ in $L^p(X; E)$ if and only if: Let $(X, \cm, \mu)$ be a measure space, $p \in [1, \infty)$, $E$ be a separable normed vector space over $K \in \RC$, $\fF \subset 2^{L^p(X; E)}$ be a filter, and $g \in L^p(X; E)$, then $\fF \to g$ in $L^p(X; E)$ if and only if:
\begin{enumerate} \begin{enumerate}
\item[(M)] $\fF \to g$ locally in measure. \item[(M)] $\fF \to g$ locally in measure.
\item[(N)] $\lim_{f, \fF} \norm{f}_{L^p(X; E)} = \norm{g}_{L^p(X; E)}$. \item[(N)] $\lim_{f, \fF} \norm{f}_{L^p(X; E)} = \norm{g}_{L^p(X; E)}$.

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@@ -83,20 +83,23 @@
\begin{definition}[Inner Product] \begin{definition}[Inner Product]
\label{definition:inner-product} \label{definition:inner-product}
Let $E$ be a vector space over $K$ and $\inp_E: E \times E \to K$, then $\inp_E$ is an \textbf{inner product} if: Let $E$ be a vector space over $K$ and $\inp_E: E \times E \to K$, then $\inp_E$ is a \textbf{pseudo inner product} if:
\begin{enumerate}[label=(H\arabic*)] \begin{enumerate}[label=(H\arabic*)]
\item For each $x, y, z \in E$, $\angles{x + y, z}_E = \dpn{x, z}{E} + \dpn{y, z}{E}$. \item For each $x, y, z \in E$, $\angles{x + y, z}_E = \dpn{x, z}{E} + \dpn{y, z}{E}$.
\item For any $x, y \in E$ and $\mu \in K$, $\dpn{\mu x, y}{E} = \mu \dpn{x, y}{E}$. \item For any $x, y \in E$ and $\mu \in K$, $\dpn{\mu x, y}{E} = \mu \dpn{x, y}{E}$.
\item For every $x, y \in E$, $\dpn{x, y}{E} = \ol{\dpn{y, x}{E}}$. \item For every $x, y \in E$, $\dpn{x, y}{E} = \ol{\dpn{y, x}{E}}$.
\item[(I)] For each $x \in E$, $\dpn{x, x}{E} \ge 0$, with equality if and only if $x = 0$. \item[(I)] For each $x \in E$, $\dpn{x, x}{E} \ge 0$.
\end{enumerate} \end{enumerate}
and an \textbf{inner product} if for each $x \in E$, $\dpn{x, x}{E} = 0$ if and only if $x = 0$.
\end{definition} \end{definition}
\begin{proposition}[Cauchy-Schwarz Inequality] \begin{proposition}[Cauchy-Schwarz Inequality]
\label{proposition:cauchy-schwarz} \label{proposition:cauchy-schwarz}
Let $H$ be a vector space over $K \in \RC$ and $\inp_H: E \times E \to K$ be an inner product, then for any $x, y \in H$, $\dpn{x, y}{H} \le \norm{x}_H\norm{y}_H$. Let $H$ be a vector space over $K \in \RC$ and $\inp_H: E \times E \to K$ be a pseudo inner product, then for any $x, y \in H$, $\dpn{x, y}{H} \le \norm{x}_H\norm{y}_H$.
\end{proposition} \end{proposition}
\begin{proof}[Proof, {{\cite[Theorem 5.19]{Folland}}}. ] \begin{proof}[Proof, {{\cite[Theorem 5.19]{Folland}}}. ]
Assume without loss of generality that $\dpn{x, y}{H} > 0$, then for each $t \in \real$, Assume without loss of generality that $\dpn{x, y}{H} > 0$, then for each $t \in \real$,

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@@ -68,7 +68,7 @@
\end{proof} \end{proof}
\begin{theorem}[Successive Approximation] \begin{theorem}[Successive Approximations]
\label{theorem:successive-approximation} \label{theorem:successive-approximation}
Let $E, F$ be normed vector spaces, $T \in L(E; F)$, $C \ge 0$, and $\gamma \in (0, 1)$. If for all $y \in F$, there exists $x \in E$ such that: Let $E, F$ be normed vector spaces, $T \in L(E; F)$, $C \ge 0$, and $\gamma \in (0, 1)$. If for all $y \in F$, there exists $x \in E$ such that:
\begin{enumerate} \begin{enumerate}
@@ -84,7 +84,7 @@
In particular, if $E$ is a Banach space, then for every $y \in F$, there exists $x \in E$ such that $\norm{x}_E \le C\norm{y}_F/(1 - \gamma)$ and $Tx = y$. In particular, if $E$ is a Banach space, then for every $y \in F$, there exists $x \in E$ such that $\norm{x}_E \le C\norm{y}_F/(1 - \gamma)$ and $Tx = y$.
\end{theorem} \end{theorem}
\begin{proof} \begin{proof}[Proof, learned from Anson Li (https://ansonli0.com/). ]
Let $y_1 = y \in F$. Let $n \in \natp$ and suppose inductively that $\bracs{x_k| 0 \le k < n}$ and $\bracs{y_k| 0 \le k \le n}$ has been constructed. By (a) and (b), there exists $x_n \in E$ such that $\norm{x_k}_E \le C\norm{y_k}_F$ and $\norm{y_n - Tx_n}_F \le \gamma \norm{y_{n}}_F$. Let $y_{n+1} = y_n - Tx_n$, then $\norm{y_{n+1}}_F \le \gamma \norm{y_n}_F$. Let $y_1 = y \in F$. Let $n \in \natp$ and suppose inductively that $\bracs{x_k| 0 \le k < n}$ and $\bracs{y_k| 0 \le k \le n}$ has been constructed. By (a) and (b), there exists $x_n \in E$ such that $\norm{x_k}_E \le C\norm{y_k}_F$ and $\norm{y_n - Tx_n}_F \le \gamma \norm{y_{n}}_F$. Let $y_{n+1} = y_n - Tx_n$, then $\norm{y_{n+1}}_F \le \gamma \norm{y_n}_F$.
For each $n \in \nat$, For each $n \in \nat$,

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@@ -26,6 +26,7 @@
$E \otimes_\pi F$ & Projective tensor product of $E$ and $F$. & \autoref{definition:projective-tensor-product} \\ $E \otimes_\pi F$ & Projective tensor product of $E$ and $F$. & \autoref{definition:projective-tensor-product} \\
$E \,\widetilde{\otimes}_\pi F$ & Projective completion of $E$ and $F$. & \autoref{definition:projective-tensor-product} \\ $E \,\widetilde{\otimes}_\pi F$ & Projective completion of $E$ and $F$. & \autoref{definition:projective-tensor-product} \\
$p \otimes q$ & Cross seminorm of $p$ and $q$. & \autoref{definition:cross-seminorm} \\ $p \otimes q$ & Cross seminorm of $p$ and $q$. & \autoref{definition:cross-seminorm} \\
$N(E; F)$ & Nuclear mappings from $E$ to $F$. & \autoref{definition:nuclear-operator-normed} \\
% ---- Order Structures ---- % ---- Order Structures ----
$x \vee y$, $x \wedge y$ & $\sup$ and $\inf$ in vector lattice. & \autoref{definition:vector-lattice} \\ $x \vee y$, $x \wedge y$ & $\sup$ and $\inf$ in vector lattice. & \autoref{definition:vector-lattice} \\
$|x|$ & Absolute value $x \vee (-x)$ in a vector lattice. & \autoref{definition:order-absolute-value} \\ $|x|$ & Absolute value $x \vee (-x)$ in a vector lattice. & \autoref{definition:order-absolute-value} \\

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@@ -1,5 +1,7 @@
\chapter{Order Structures} \chapter{Order Structures}
\label{chap:order-structure} \label{chap:order-structure}
\input{./order.tex}
\input{./positive.tex}
\input{./lattice.tex} \input{./lattice.tex}
\input{./norm.tex} \input{./norm.tex}

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@@ -1,63 +1,6 @@
\section{Vector Lattices} \section{Vector Lattices}
\label{section:vector-lattice} \label{section:vector-lattice}
\begin{definition}[Ordered Vector Space]
\label{definition:ordered-vector-space}
Let $E$ be a vector space over $\real$ and $\le$ be a partial order on $E$, then $(E, \le)$ is a \textbf{ordered vector space} if
\begin{enumerate}
\item[(LO1)] For any $x, y, z \in E$ with $x \le y$, $x + z \le y + z$.
\item[(LO2)] For any $x, y \in E$ and $\lambda > 0$, $x \le y$ implies that $\lambda x \le \lambda y$.
\end{enumerate}
\end{definition}
\begin{proposition}
\label{proposition:ordered-vector-space-properties}
Let $(E, \le)$ be an ordered vector space and $A, B \subset E$ such that $\sup(A)$ and $\sup (B)$ exist, then
\begin{enumerate}
\item $\sup(A + B) = \sup(A) + \sup(B)$.
\item $\sup(A) = -\inf (-A)$
\end{enumerate}
\end{proposition}
\begin{proof}
(1): For any $a \in A$ and $b \in B$, $a + b \le \sup(A) + \sup(B)$ by (LO1). Let $c \in E$ such that $c \ge a + b$ for all $a \in A$ and $b \in B$, then $c \ge a + \sup(B)$ for all $a \in A$, so $c \ge \sup(A) + \sup(B)$. Therefore $\sup(A) + \sup(B) = \sup(A + B)$.
(2): For any $a \in A$, $\sup(A) \ge a = -(-a)$, so $-\sup(A) \le \inf(-A)$, and $\sup(A) \ge -\inf(-A)$. On the other hand, for any $a \in A$, $-\inf(-A) \ge a$. Therefore $\sup(A) \le -\inf(-A)$.
\end{proof}
\begin{definition}[Interval]
\label{definition:ordered-vector-space-interval}
Let $(E, \le)$ be an ordered vector space and $x, y \in E$, then
\[
[x, y] = \bracs{z \in E| x \le z \le y}
\]
is the \textbf{order interval} with endpoints $x$ and $y$.
\end{definition}
\begin{definition}[Order Bounded]
\label{definition:ordered-vector-space-bounded}
Let $(E, \le)$ be an ordered vector space and $A \subset E$, then $A$ is \textbf{order bounded} if there exists $x, y \in E$ such that $A \subset [x, y]$.
\end{definition}
\begin{definition}[Order Complete]
\label{definition:order-vector-complete}
Let $(E, \le)$ be an ordered vector space, then $E$ is \textbf{order complete} if for any order bounded set $A \subset E$, $\sup (A)$ and $\inf (A)$ exist.
\end{definition}
\begin{definition}[Order Bounded Dual]
\label{definition:order-bounded-dual}
Let $(E, \le)$ be an ordered vector space, then the space $E^b$ consisting of all linear functionals on $E$ that are bounded on order bounded sets is the \textbf{order bounded dual} of $E$.
\end{definition}
\begin{definition}[Order Dual]
\label{definition:order-dual}
Let $(E, \le)$ be an ordered vector space and $\Phi^+ \in \hom(E; \real)$, then $\Phi^+$ is \textbf{positive} if for any $x \in E$ with $x \ge 0$, $\Phi^+(x) \ge 0$. The subspace $E^+ \subset \hom(E; \real)$ generated by the positive linear functionals on $E$ is the \textbf{order dual} of $E$.
\end{definition}
\begin{definition}[Vector Lattice] \begin{definition}[Vector Lattice]
@@ -87,41 +30,79 @@
Let $(E, \le)$ be a vector lattice and $x, y \in E$, then $x$ and $y$ are \textbf{disjoint}, denoted $x \perp y$, if $|x| \wedge |y| = 0$. Let $(E, \le)$ be a vector lattice and $x, y \in E$, then $x$ and $y$ are \textbf{disjoint}, denoted $x \perp y$, if $|x| \wedge |y| = 0$.
\end{definition} \end{definition}
\begin{lemma}
\label{lemma:lattice-gymnastics}
Let $E$ be a vector lattice and $a, b, c, d \in E$, then
\begin{enumerate}
\item $a + b = a \vee b + a \wedge b$.
\item $b \le a + |b - a|$.
\item If $c \ge 0$, then $(a + c) \vee b \le a \vee b + c$.
\item $|a \vee c - b \vee c| \le |a - b|$.
\item $|a \vee c - b \vee d| \le |a - b| \vee |c- d|$
\end{enumerate}
\end{lemma}
\begin{proof}
(1): By translation invariance,
\begin{align*}
x \vee y + x \wedge y - x - y &= 0 \vee (y - x) + (x - y) \wedge 0 \\
&= 0 \vee (y - x) - 0 \vee (x - y) = 0
\end{align*}
\begin{proposition}[{{\cite[V.1.1]{SchaeferWolff}}}] (2): $b = a + b - a \le a + |b - a|$.
(3): Since $c \ge 0$,
\[
(a + c) \vee b = (a + c) \vee (b - c + c) = a \vee (b - c) + c \le a \vee b + c
\]
(4): By (2) and then (3),
\begin{align*}
a \vee c - b \vee c &\le (b + |a - b|) \vee c - b \vee c \\
&\le b \vee c + |a - b| - b \vee c \le |a - b|
\end{align*}
Similarly, $b \vee c - a \vee c \le |b - a| = |a - b|$.
(5): Finally,
\begin{align*}
a \vee c - b \vee d &\le (b + |a - b|) \vee (d + |c- d|) - b \vee d \\
&\le (b + |a - b| \vee |c- d|) \vee (d + |a - b| \vee |c- d|) - b \vee d \\
&= b \vee d + |a - b| \vee |c- d| - b \vee d \\
&\le |a - b| \vee |c- d|
\end{align*}
Similarly,
\[
b \vee d - a \vee c \le |b - a| \vee |d - c| = |a - b| \vee |c- d|
\]
\end{proof}
\begin{proposition}
\label{proposition:lattice-properties} \label{proposition:lattice-properties}
Let $(E, \le)$ be a vector lattice, then: Let $(E, \le)$ be a vector lattice, then:
\begin{enumerate} \begin{enumerate}
\item For any $x, y \in E$,
\[
x + y = x \vee y + x \wedge y
\]
\item Let $x \in E$, $x^+ = x \vee 0 \ge 0$, and $x^- = -(x \wedge 0) \ge 0$, then $x = x^+ - x^-$ and $|x| = x^+ + x^-$. Moreover, $(x^+, x^-)$ are the unique disjoint non-negative elements of $E$ such that $x = x^+ - x^-$. \item Let $x \in E$, $x^+ = x \vee 0 \ge 0$, and $x^- = -(x \wedge 0) \ge 0$, then $x = x^+ - x^-$ and $|x| = x^+ + x^-$. Moreover, $(x^+, x^-)$ are the unique disjoint non-negative elements of $E$ such that $x = x^+ - x^-$.
\end{enumerate} \end{enumerate}
For any $x, y \in E$ and $\lambda \in \real$, For any $x, y \in E$ and $\lambda \in \real$,
\begin{enumerate} \begin{enumerate}[start=1]
\item[(3)] $|\lambda x| = |\lambda| \cdot |x|$ \item $|\lambda x| = |\lambda| \cdot |x|$
\item[(4)] $|x + y| \le |x| + |y|$. \item $|x + y| \le |x| + |y|$.
\end{enumerate} \end{enumerate}
Finally, for any $x, y \in E$ with $x, y \ge 0$, Finally, for any $x, y \in E$ with $x, y \ge 0$,
\begin{enumerate} \begin{enumerate}[start=3]
\item[(5)] $[0, x] + [0, y] = [0, x + y]$. \item $[0, x] + [0, y] = [0, x + y]$.
\end{enumerate} \end{enumerate}
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}[Proof, {{\cite[V.1.1]{SchaeferWolff}}}. ]
(1): By \autoref{proposition:ordered-vector-space-properties}, (1): By \autoref{lemma:lattice-gymnastics},
\begin{align*}
x \vee y + x \wedge y - x - y &= 0 \vee (y - x) + (x - y) \wedge 0 \\
&= 0 \vee (y - x) - 0 \vee (y - x) = 0
\end{align*}
(2): By (1),
\[ \[
x = x + 0 = x \vee 0 + x \wedge 0 = x^+ - x^- x = x + 0 = x \vee 0 + x \wedge 0 = x^+ - x^-
\] \]
@@ -150,12 +131,12 @@
and $x^- \le z$. If $y \perp z$, then $y - x^+ \perp z - x^-$. Since $y - x^+ = z - x^-$, $y - x^+ = z - x^- = 0$, so $y = x^+$ and $z = x^-$. and $x^- \le z$. If $y \perp z$, then $y - x^+ \perp z - x^-$. Since $y - x^+ = z - x^-$, $y - x^+ = z - x^- = 0$, so $y = x^+$ and $z = x^-$.
(3): For any $\lambda > 0$, by (LO2), (2): For any $\lambda > 0$, by (LO2),
\[ \[
|\lambda x| = (\lambda x) \vee (-\lambda x) = \lambda (x \vee -x) = \lambda |x| |\lambda x| = (\lambda x) \vee (-\lambda x) = \lambda (x \vee -x) = \lambda |x|
\] \]
(4): For any $x, y \in E$, by \autoref{proposition:ordered-vector-space-properties}, (3): For any $x, y \in E$, by \autoref{proposition:ordered-vector-space-properties},
\begin{align*} \begin{align*}
x^+ + y^+ &= (x \vee 0) + (y \vee 0) = x \vee y \vee (x + y) \vee 0 \\ x^+ + y^+ &= (x \vee 0) + (y \vee 0) = x \vee y \vee (x + y) \vee 0 \\
&\ge (x + y) \vee 0 = (x + y)^+ &\ge (x + y) \vee 0 = (x + y)^+
@@ -166,7 +147,7 @@
|x+y| = (x+y)^+ + (x + y)^- \le x^+ + y^+ + x^- + y^- = |x| + |y| |x+y| = (x+y)^+ + (x + y)^- \le x^+ + y^+ + x^- + y^- = |x| + |y|
\] \]
(5): Let $x, y \in E$ with $x, y \ge 0$, then $[0, x] + [0, y] \subset [0, x + y]$. For any $z \in [0, x + y]$, let $u = z \wedge x$ and $v = z - u$, then (4): Let $x, y \in E$ with $x, y \ge 0$, then $[0, x] + [0, y] \subset [0, x + y]$. For any $z \in [0, x + y]$, let $u = z \wedge x$ and $v = z - u$, then
\[ \[
v = z - z \wedge x = z + (-z \vee -x) = (0 \vee z - x) \le z - x \le y v = z - z \wedge x = z + (-z \vee -x) = (0 \vee z - x) \le z - x \le y
\] \]
@@ -211,7 +192,7 @@
\end{proof} \end{proof}
\begin{proposition}[{{\cite[V.1.4]{SchaeferWolff}}}] \begin{proposition}
\label{proposition:order-vector-dual} \label{proposition:order-vector-dual}
Let $(E, \le)$ be an ordered vector space. If for any $x, y \in E$ with $x, y \ge 0$, $[0, x] + [0, y] = [0, x + y]$, then: Let $(E, \le)$ be an ordered vector space. If for any $x, y \in E$ with $x, y \ge 0$, $[0, x] + [0, y] = [0, x + y]$, then:
\begin{enumerate} \begin{enumerate}
@@ -226,7 +207,7 @@
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}[Proof, {{\cite[V.1.4]{SchaeferWolff}}}. ]
(1): Let $C = \bracs{x \in E|x \ge 0}$, $\Phi^+ \in E^b$, and (1): Let $C = \bracs{x \in E|x \ge 0}$, $\Phi^+ \in E^b$, and
\[ \[
\Phi^+: C \to [0, \infty) \quad x \mapsto \sup(f([0, x])) \Phi^+: C \to [0, \infty) \quad x \mapsto \sup(f([0, x]))

56
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@@ -0,0 +1,56 @@
\section{Ordered Vector Spaces}
\label{section:ovs}
\begin{definition}[Ordered Vector Space]
\label{definition:ordered-vector-space}
Let $E$ be a vector space over $K \in \RC$ and $\le$ be a partial order on $E$, then $(E, \le)$ is a \textbf{ordered vector space} if
\begin{enumerate}
\item[(LO1)] For any $x, y, z \in E$ with $x \le y$, $x + z \le y + z$.
\item[(LO2)] For any $x, y \in E$ and $\lambda > 0$, $x \le y$ implies that $\lambda x \le \lambda y$.
\end{enumerate}
The set $C = \bracs{x \in E|x \ge 0}$ is the \textbf{positive cone} of $E$.
\end{definition}
\begin{definition}[Ordered Topological Vector Space]
\label{definition:ordered-tvs}
Let $(E, \le)$ be an ordered vector space over $K \in \RC$, and $\topo$ be a vector space topology on $E$, then the triple $(E, \topo, \le)$ is an \textbf{ordered topological vector space} if the positive cone $C = \bracs{x \in E|x \ge 0}$ is closed.
\end{definition}
\begin{proposition}
\label{proposition:ordered-vector-space-properties}
Let $(E, \le)$ be an ordered vector space and $A, B \subset E$ such that $\sup(A)$ and $\sup (B)$ exist, then
\begin{enumerate}
\item $\sup(A + B) = \sup(A) + \sup(B)$.
\item $\sup(A) = -\inf (-A)$
\end{enumerate}
\end{proposition}
\begin{proof}
(1): For any $a \in A$ and $b \in B$, $a + b \le \sup(A) + \sup(B)$ by (LO1). Let $c \in E$ such that $c \ge a + b$ for all $a \in A$ and $b \in B$, then $c \ge a + \sup(B)$ for all $a \in A$, so $c \ge \sup(A) + \sup(B)$. Therefore $\sup(A) + \sup(B) = \sup(A + B)$.
(2): For any $a \in A$, $\sup(A) \ge a = -(-a)$, so $-\sup(A) \le \inf(-A)$, and $\sup(A) \ge -\inf(-A)$. On the other hand, for any $a \in A$, $-\inf(-A) \ge a$. Therefore $\sup(A) \le -\inf(-A)$.
\end{proof}
\begin{definition}[Interval]
\label{definition:ordered-vector-space-interval}
Let $(E, \le)$ be an ordered vector space and $x, y \in E$, then
\[
[x, y] = \bracs{z \in E| x \le z \le y}
\]
is the \textbf{order interval} with endpoints $x$ and $y$.
\end{definition}
\begin{definition}[Order Bounded]
\label{definition:ordered-vector-space-bounded}
Let $(E, \le)$ be an ordered vector space and $A \subset E$, then $A$ is \textbf{order bounded} if there exists $x, y \in E$ such that $A \subset [x, y]$.
\end{definition}
\begin{definition}[Order Complete]
\label{definition:order-vector-complete}
Let $(E, \le)$ be an ordered vector space, then $E$ is \textbf{order complete} if for any order bounded set $A \subset E$, $\sup (A)$ and $\inf (A)$ exist.
\end{definition}

34
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@@ -0,0 +1,34 @@
\section{The Order Dual}
\label{section:order-dual}
\begin{definition}[Order Bounded Dual]
\label{definition:order-bounded-dual}
Let $(E, \le)$ be an ordered vector space, then the space $E^b$ consisting of all linear functionals on $E$ that are bounded on order bounded sets is the \textbf{order bounded dual} of $E$.
\end{definition}
\begin{definition}[Order Dual]
\label{definition:order-dual}
Let $(E, \le)$ be an ordered vector space over $K \in \RC$ and $\Phi^+ \in \hom(E; K)$, then $\Phi^+$ is \textbf{positive} if for any $x \in E$ with $x \ge 0$, $\text{Re}\dpn{x, \Phi^+}{E} \ge 0$. The subspace $E^+ \subset \hom(E; K)$ generated by the positive linear functionals on $E$ is the \textbf{order dual} of $E$.
\end{definition}
\begin{theorem}[Bauer-Namioka]
\label{theorem:bauer-namioka}
Let $E$ be an ordered vector space over $K \in \RC$ with positive cone $C$, $\topo$ be a vector space topology on $E$\footnote{The order and the topology need not to be compatible. }, $F \subset E$ be a subspace, and $\phi \in (F, \topo)^*$, then the following are equivalent:
\begin{enumerate}
\item There exists a continuous positive linear functional $\Phi \in (E, \topo)^*$ such that $\Phi|_F = \phi$.
\item There exists $U \in \cn_\topo(0)$ convex such that
\[
\sup\bracs{\text{Re}\dpn{x, \phi}{F}|x \in F \cap (U - C)} < \infty
\]
\end{enumerate}
\end{theorem}
\begin{proof}[Proof, {{\cite[V.5.4]{SchaeferWolff}}}. ]
(1) $\Rightarrow$ (2): Let $U = \bracs{\text{Re}(\Phi) < 1}$, then $U \in \cn_\topo(0)$ is convex. Since $\Phi$ is positive, for any $x \in U$ and $y \in C$, $\text{Re}\dpn{x - y, \Phi}{E} \le \text{Re}\dpn{x, \Phi}{E} < 1$.
(2) $\Rightarrow$ (1): Assume without loss of generality that $K = \real$. Let $\alpha > 0$ such that $F \cap (U - C) \subset \bracs{\phi < \alpha}$. Since $U$ is convex and open, and $C$ is convex, $U - C \subset E$ is an open convex set, disjoint from the convex set $\bracs{\phi = \alpha}$. By the \hyperref[Hahn-Banach Theorem]{theorem:hahn-banach-geometric-1}, there exists $\Phi \in E^*$ such that $U - C \subset \bracs{\Phi < \alpha}$, and $\bracs{\phi = \alpha} \subset \bracs{\Phi \ge \alpha}$.
After rescaling, assume without loss of generality that $\bracs{\phi = \alpha} \subset \bracs{\Phi = \alpha}$, then $\Phi \in E^*$ is an extension of $\phi$. For each $x \in C$ and $\lambda > 0$, $-\lambda x \in U - C$, and $-\lambda\dpn{x, \Phi}{E} < \alpha$. As this holds for all $\lambda > 0$, $\dpn{x, \Phi}{E} \ge 0$, so $\Phi$ is the desired extension.
\end{proof}

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@@ -84,6 +84,18 @@
\end{proof} \end{proof}
\begin{definition}[Hermitian]
\label{definition:hermitian-functional}
Let $E$ be a vector space over $\real$, $*: \complex(E) \to \complex(E)$ be the canonical complex conjugation map, and $\phi \in \hom(\complex(E); \complex)$, then the following are equivalent:
\begin{enumerate}
\item $\phi|_E \in \hom(E; \real)$.
\item For each $x \in E$, $\dpn{x, \phi}{\complex(E)} = \ol{\dpn{x^*, \phi}{\complex(E)}}$.
\end{enumerate}
If the above holds, then $\phi$ is \textbf{Hermitian}.
\end{definition}
@@ -107,8 +119,7 @@
The pair $(\complex(E), \iota)$ is the \textbf{complexification} of $E$ as a topological vector space, and The pair $(\complex(E), \iota)$ is the \textbf{complexification} of $E$ as a topological vector space, and
\begin{enumerate}[start=4] \begin{enumerate}[start=4]
\item If $E$ is locally convex, then so is $\complex(E)$. \item If $E$ is locally convex, then so is $\complex(E)$.
\item If $E$ is normed, then $\complex(E)$ is normable, and there exists a norm $\norm{\cdot}_{\complex(E)}: \complex(E) \to [0, \infty)$ such that $\iota: E \to \complex(E)$ is isometric. \item[(F)] For any topological vector space $F$ over $\real$ and continuous $\real$-linear map $T: E \to F$, there exists a unique continuous $\complex$-linear map $\complex(T): \complex(E) \to \complex(F)$ such that the following diagram commutes:
\item[(F)] For any vector space $F$ over $\real$ and continuous $\real$-linear map $T: E \to F$, there exists a unique continuous $\complex$-linear map $\complex(T): \complex(E) \to \complex(F)$ such that the following diagram commutes:
\[ \[
\xymatrix{ \xymatrix{
\mathbb{C}(E) \ar@{->}[r]^{\mathbb{C}(T)} & \mathbb{C}(F) \\ \mathbb{C}(E) \ar@{->}[r]^{\mathbb{C}(T)} & \mathbb{C}(F) \\
@@ -120,6 +131,8 @@
\[ \[
\complex(T)(x + iy) = Tx + iTy \complex(T)(x + iy) = Tx + iTy
\] \]
Moreover, if $E$ and $F$ are normed, then $\norm{\complex(T)}_{L(\complex(E); \complex(F))} = \norm{T}_{L(E; F)}$.
\end{enumerate} \end{enumerate}
\end{definition} \end{definition}
@@ -129,25 +142,81 @@
(U): By (U) of the \hyperref[complexification]{definition:complexification}, there exists a $\complex$-linear map $\complex(T): \complex(E) \to F$ such that the given diagram commutes. Since $T \circ \iota$ and $iT \circ \iota$ are continuous, $T$ is continuous by (U) of the \hyperref[direct sum]{definition:tvs-direct-sum}. (U): By (U) of the \hyperref[complexification]{definition:complexification}, there exists a $\complex$-linear map $\complex(T): \complex(E) \to F$ such that the given diagram commutes. Since $T \circ \iota$ and $iT \circ \iota$ are continuous, $T$ is continuous by (U) of the \hyperref[direct sum]{definition:tvs-direct-sum}.
(4): By \autoref{proposition:finite-lc-product}, the direct sum and product of finitely many locally convex spaces coincide. By \autoref{proposition:lc-projective-topology}, this topology is locally convex. (4): By \autoref{proposition:finite-lc-product}, the direct sum and product of finitely many locally convex spaces coincide. By \autoref{proposition:lc-projective-topology}, this topology is locally convex.
(5): Let $\norm{\cdot}_E: E \to [0, \infty)$ be the norm of $E$, and define (F): Existence of $\complex(T)$ is given by (U) applied to $\iota \circ T$.
For the isometry,
\begin{align*}
\norm{\complex(T)}_{L(\complex(E); \complex(F))} &= \norm{\complex(T)}
\end{align*}
\end{proof}
\begin{definition}[Complexification of Normed Spaces]
\label{definition:complexification-of-normed-spaces}
Let $E$ be a normed vector space over $\real$, then
\[ \[
\norm{\cdot}_{\complex(E)}: \complex(E) \to [0, \infty) \quad (x, y) \mapsto \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta)x + \sin(\theta)y}_E \norm{\cdot}_{\complex(E)}: \complex(E) \to [0, \infty) \quad (x, y) \mapsto \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta)x + \sin(\theta)y}_E
\] \]
then for any $\phi \in [0, 2\pi]$ and $x, y \in E$, is a norm on $\complex(E)$ such that the inclusion map $\iota: E \to \complex(E)$ is isometric.
Moreover, for any normed vector space $F$ over $\real$ and $T \in L(E; F)$, $\norm{\complex(T)}_{L(\complex(E); \complex(F))} = \norm{T}_{L(E; F)}$.
\end{definition}
\begin{proof}
For any $\phi \in [0, 2\pi]$ and $x, y \in E$,
\begin{align*} \begin{align*}
\normn{e^{i \phi}(x, y)}_{\complex(E)} &= \normn{(\cos(\phi)x - \sin(\phi)y, \sin(\phi)x + \cos(\phi)y)}_{\complex(E)} \\ \normn{e^{i \phi}(x, y)}_{\complex(E)} &= \normn{(\cos(\phi)x - \sin(\phi)y, \sin(\phi)x + \cos(\phi)y)}_{\complex(E)} \\
&= \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta - \phi)x + \sin(\theta - \phi)y}_E \\ &= \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta - \phi)x + \sin(\theta - \phi)y}_E \\
&= \norm{(x, y)}_{\complex(E)} &= \norm{(x, y)}_{\complex(E)}
\end{align*} \end{align*}
so $\norm{(x, y)}_{\complex(E)}$ is a norm. For any $x \in E$, so $\norm{\cdot}_{\complex(E)}$ is a norm on $\complex(E)$. For any $x \in E$,
\[ \[
\norm{\iota x}_{\complex(E)} = \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta)x}_E = \norm{x}_E \\ \norm{\iota x}_{\complex(E)} = \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta)x}_E = \norm{x}_E \\
\] \]
Therefore $\iota: E \to \complex(E)$ is isometric. Therefore $\iota: E \to \complex(E)$ is isometric.
(F): By (U) applied to $\iota \circ T$. Now, let $F$ be a normed vector space over $\real$ and $T \in L(E; F)$, then
\begin{align*}
\norm{\complex(T)}_{L(\complex(E); \complex(F))} &= \sup\bracsn{\norm{\complex(T)(x,y)}_{\complex(F)}|(x, y) \in \complex(E), \norm{(x, y)}_{\complex(E)} = 1} \\
&\ge \sup\bracsn{\norm{Tx}|x \in E, \norm{x}_E = 1} = \norm{T}_{L(E; F)}
\end{align*}
On the other hand, let $(x, y) \in \complex(E)$, then there exists $\theta \in [0, 2\pi]$ such that
\begin{align*}
\normn{\complex(T)(x, y)}_{\complex(F)} &= \normn{(Tx, Ty)}_{\complex(F)} = \norm{\cos(\theta)Tx + \sin(\theta)Ty}_F \\
&\le \norm{T}_{L(E; F)} \cdot \norm{\cos(\theta)x + \sin(\theta)y}_E \\
&\le \norm{T}_{L(E; F)} \cdot \sup_{\phi \in [0, 2\pi]}\norm{\cos(\phi)x + \sin(\phi)y}_E \\
&= \norm{T}_{L(E; F)} \cdot \norm{(x, y)}_E
\end{align*}
\end{proof} \end{proof}
\begin{proposition}
\label{proposition:hermitian-functional-norm}
Let $E$ be a normed vector space over $\complex$, $*: E \to E$ be a complex conjugation map such that $\norm{x}_E = \normn{x^*}_E$ for all $x \in E$, and $\phi \in E^*$ be a Hermitian functional, then
\[
\norm{\phi}_{E^*} = \sup\bracsn{\dpn{x, \phi}{E}|x \in E, x = x^*, \norm{x}_E = 1}
\]
\end{proposition}
\begin{proof}
Since $\bracsn{x \in E|x = x^*} \subset E$, $\norm{\phi}_{E^*} \ge \sup\bracsn{\dpn{x, \phi}{E}|x \in E, x = x^*, \norm{x}_E = 1}$.
On the other hand, let $x \in E$ with $\norm{x}_E = 1$. Assume without loss of generality that $\dpn{x, \phi}{E} \in \real$, then
\begin{align*}
\dpn{x, \phi}{E} &= \dpn{\text{Re}(x), \phi}{E} + \underbrace{i\dpn{\text{Im}(x), \phi}{E}}_{\in \real} =
\dpn{\text{Re}(x), \phi}{E} \\
&\le \norm{\text{Re}(x)}_E \cdot \sup\bracsn{\dpn{y, \phi}{E}|y \in E, y = y^*, \norm{y}_E = 1}
\end{align*}
where $\norm{\text{Re}(x)}_E = \norm{{(x + x^*)}/{2}}_E \le \norm{x}_E$. As the above holds for all $x \in E$,
\[
\norm{\phi}_{E^*} \le \sup\bracsn{\dpn{x, \phi}{E}|x \in E, x = x^*, \norm{x}_E = 1}
\]
\end{proof}

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@@ -43,7 +43,7 @@
and that and that
\begin{enumerate} \begin{enumerate}
\item[(B2')] For each $x \in E$, $\alg(x) = \bracs{Tx|T \in \alg}$ is bounded in $F$. \item[(B2)] For each $x \in E$, $\alg(x) = \bracs{Tx|T \in \alg}$ is bounded in $F$.
\end{enumerate} \end{enumerate}
then then

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@@ -24,7 +24,7 @@
By the separable case, $f$ is $(\cm, \cb_{F})$-measurable. Let $B \in \cb_E$, then $B \cap F \in \cb_F$ by \autoref{lemma:borel-induced}. Therefore $\bracs{f \in B} = \bracs{f \in B \cap F} \in \cm$, and $f$ is $(\cm, \cb_E)$-measurable. By the separable case, $f$ is $(\cm, \cb_{F})$-measurable. Let $B \in \cb_E$, then $B \cap F \in \cb_F$ by \autoref{lemma:borel-induced}. Therefore $\bracs{f \in B} = \bracs{f \in B \cap F} \in \cm$, and $f$ is $(\cm, \cb_E)$-measurable.
(2) $\Rightarrow$ (3): By \autoref{proposition:measurable-simple-separable-norm}. (2) $\Rightarrow$ (3): By \autoref{corollary:measurable-simple-separable-norm}.
(3) $\Rightarrow$ (1): For each $\phi \in E^*$, $\phi \circ f = \limv{n}\phi \circ f_n$ is measurable by \autoref{proposition:limit-measurable}. Since (3) $\Rightarrow$ (1): For each $\phi \in E^*$, $\phi \circ f = \limv{n}\phi \circ f_n$ is measurable by \autoref{proposition:limit-measurable}. Since
\[ \[

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@@ -3,7 +3,7 @@
\begin{definition}[Locally Compact Group] \begin{definition}[Locally Compact Group]
\label{definition:lcg} \label{definition:lcg}
Let $G$ be a topological group, then $G$ is \textbf{locally compact} if $G$ is a LCH space. Let $G$ be a topological group, then $G$ is \textbf{locally compact} if $G$ is an LCH space.
\end{definition} \end{definition}
\begin{proposition} \begin{proposition}

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@@ -96,7 +96,7 @@
Let $(X, \cm)$ be a measurable space and $f \in \mathcal{L}^+(X, \cm)$, then there exists $\seq{f_n} \subset \Sigma^+(X, \cm)$ such that $f_n \upto f$ pointwise. Let $(X, \cm)$ be a measurable space and $f \in \mathcal{L}^+(X, \cm)$, then there exists $\seq{f_n} \subset \Sigma^+(X, \cm)$ such that $f_n \upto f$ pointwise.
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
By \autoref{proposition:measurable-simple-separable-norm}, there exists $\seq{g_n} \subset \Sigma^+(X, \cm)$ such that $0 \le g_n \le f$ for each $n \in \natp$, and $g_n \to f$ pointwise. For each $n \in \natp$, let $f_n = \max_{1 \le k \le n}g_k$, then $f_n \in \Sigma^+(X, \cm)$, $0 \le f_n \le f$, and $f_n \upto f$ pointwise. By \autoref{corollary:measurable-simple-separable-norm}, there exists $\seq{g_n} \subset \Sigma^+(X, \cm)$ such that $0 \le g_n \le f$ for each $n \in \natp$, and $g_n \to f$ pointwise. For each $n \in \natp$, let $f_n = \max_{1 \le k \le n}g_k$, then $f_n \in \Sigma^+(X, \cm)$, $0 \le f_n \le f$, and $f_n \upto f$ pointwise.
\end{proof} \end{proof}

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@@ -0,0 +1,184 @@
\section{Approximations with Simple Functions}
\label{section:simple-approx}
\begin{definition}[Admissible Approximant Function*]
\label{definition:admissible-approximant-function}
Let $X$ be a topological space and $\mathcal{A}: X \to 2^X$, then $\mathcal{A}$ is an \textbf{admissible approximant function} on $X$ if:
\begin{enumerate}[label=(AA\arabic*)]
\item For each $x \in X$, $x \in \overline{\mathcal{A}(x)^o}$.
\item $\bigcap_{x \in X}\mathcal{A}(x) \ne \emptyset$.
\end{enumerate}
and $\mathcal{A}$ is \textbf{Borel measurable} if:
\begin{enumerate}[label=(AA\arabic*), start=2]
\item[(B)] For any $x_0 \in X$, $\bracs{x \in X|x_0 \in \mathcal{A}(x)} \in \cb_X$.
\end{enumerate}
\end{definition}
\begin{lemma}
\label{lemma:admissible-approximant-existence}
Let $X$ be a topological space, and $\mathcal{A}: X \to 2^X$ be defined by $x \mapsto X$, then $\mathcal{A}$ is an \hyperref[admissible approximant function]{definition:admissible-approximant-function}.
\end{lemma}
\begin{definition}[Approximation of the Identity*]
\label{definition:approximation-id-measure}
Let $X$ be a topological space and $\net{I} \subset X^X$ be a net, then $\net{I}$ is an \textbf{approximation of the identity} if:
\begin{enumerate}[label=(AI\arabic*)]
\item For each $x \in X$, $I_\alpha(x) \to x$.
\end{enumerate}
For any \hyperref[admissible approximant function]{definition:admissible-approximant-function} $\mathcal{A}: X \to 2^X$, $\net{I}$ is \textbf{$\mathcal{A}$-admissible} if:
\begin{enumerate}[label=(AI\arabic*), start=1]
\item For each $x \in X$ and $\alpha \in A$, $I_\alpha(x) \in \mathcal{A}(x)$.
\end{enumerate}
The approximation $\net{I}$ is \textbf{simple} if $I_\alpha$ is finitely-valued for all $\alpha \in A$, and \textbf{Borel measurable} if $I_\alpha$ is Borel measurable for all $\alpha \in A$.
\end{definition}
\begin{lemma}[Existence of Simple Approximations of the Identity]
\label{lemma:separable-metric-space-approx-identity}
Let $X$ be a separable metric space, $\mathcal{A}: X \to 2^X$ be a Borel measurable \hyperref[admissible approximant function]{definition: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:
\begin{enumerate}
\item $\seq{I_n}$ is a Borel measurable, $\mathcal{A}$-admissible \hyperref[approximation of the identity]{definition:approximation-id-measure}.
\item For each $N \in \natp$, $I_N(X) \subset \bracsn{x_n|1 \le n \le N}$.
\item For each $N \in \natp$ and $x \in X$,
\[
d(x, I_N(x)) = \min\bracs{d(x, x_n)| 1 \le n \le N, x_n \in \mathcal{A}(x)}
\]
\end{enumerate}
\end{lemma}
\begin{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
\[
C_N(x) = \bracs{1 \le n \le N| x_n \in \mathcal{A}(x)}
\]
Since $x_1 \in \bigcap_{y \in X}\mathcal{A}(y)$, $1 \in C_N(x)$ and $C_N(x) \ne \emptyset$. Now, let
\[
k_N(x) = \min\bracs{n \in C_N(x) \bigg | d(x, x_n) = \min_{m \in C_N(x)}d(x, x_m)}
\]
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
\[
I_N: X \to X \quad x \mapsto x_{k_N(x)}
\]
(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 $C_N$,
\begin{align*}
d(x, I_N(x))& = d(x, x_{k_N(x)}) = \min_{n \in C_N(x)}d(x, x_n) \\
&= \min\bracsn{d(x, x_n)|1 \le n \le N, x_n \in \mathcal{A}(x)}
\end{align*}
(1, Borel Measurable): Fix $N \in \natp$, then for each $n \in \natp$,
\begin{align*}
\bracs{k_N \le n} &= \bigcup_{j = 1}^n \bracs{x \in X \bigg | j \in C_N(x), d(x, x_j) = \min_{m \in C_N(x)}d(x, x_m)} \\
&= \bigcup_{j = 1}^n \bracs{j \in C_N} \cap \bracs{x \in X \bigg | d(x, x_j) = \min_{m \in C_N(x)}d(x, x_m)} \\
&= \bigcup_{j = 1}^n\bigcup_{J \subset [N]} \bracs{j \in C_N, J = C_N} \cap \bracs{x \in X \bigg | d(x, x_j) = \min_{m \in J}d(x, x_m)}
\end{align*}
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
\[
I_N: X \to \bracsn{x_n|1 \le n \le N} \quad x \mapsto x_{k_N(x)}
\]
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
\[
I_N(x) = x_{k_N(x)} \in \bracs{x_n|n \in C_N(x)} \subset \mathcal{A}(x)
\]
(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),
\[
\limv{N}d(x, I_N(x)) = \limv{N}\min\bracs{d(x, x_n)| 1 \le n \le N, x_n \in \mathcal{A}(x)} = 0
\]
\end{proof}
\begin{remark}
\label{remark:separable-metric-space-approx-identity}
In \autoref{lemma:separable-metric-space-approx-identity}, if $X$ is compact and $\mathcal{A} \equiv X$, then $I_N \to I$ \textit{uniformly}.
\end{remark}
\begin{corollary}
\label{corollary:measurable-simple-separable}
Let $(X, \cm)$ be a measurable space, $Y$ be a separable metric space, and $\mathcal{A}: Y \to 2^Y$ be a Borel measurable \hyperref[admissible approximant function]{definition:admissible-approximant-function}, then for any $f: X \to Y$, the following are equivalent:
\begin{enumerate}
\item $f$ is $(\cm, \cb_Y)$-measurable.
\item 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
\begin{enumerate}
\item[(i)] For each $x \in X$ and $N \in \natp$,
\[
f_N(x) \in \mathcal{A}(f(x)) \cap \bracsn{y_n|1 \le n \le N}
\]
\item[(ii)] $f_n \to f$ pointwise as $n \to \infty$.
\end{enumerate}
\item There exists a sequence $\seq{f_n}$ of $(\cm, \cb_Y)$-measurable simple functions such that $f_n \to f$ pointwise.
\end{enumerate}
\end{corollary}
\begin{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 \autoref{lemma:separable-metric-space-approx-identity}, there exists $\seq{I_n} \subset Y^Y$ such that:
\begin{enumerate}
\item $\seq{I_n}$ is an $\mathcal{A}$-admissible \hyperref[approximation of the identity]{definition:approximation-id-measure}.
\item For each $N \in \natp$, $I_N$ is Borel measurable with $I_N(Y) \subset \bracsn{y_n|1 \le n \le N}$.
\end{enumerate}
For each $n \in \natp$, let $f_n = I_N \circ f_n$, then:
\begin{enumerate}
\item[(i)] For each $x \in X$ and $N \in \natp$,
\[
f_N(x) = I_N(f(x)) \in \mathcal{A}(f(x)) \cap \bracsn{y_n|1 \le n \le N}
\]
\item[(ii)] Since $I_n \to \text{Id}$ pointwise as $n \to \infty$, $f_n \to f$ pointwise as $n \to \infty$.
\end{enumerate}
(3) $\Rightarrow$ (1): By \autoref{proposition:metric-measurable-limit}.
\end{proof}
\begin{corollary}
\label{corollary:measurable-simple-separable-norm}
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:
\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{corollary}
\begin{proof}
(1) $\Rightarrow$ (2): Let
\[
\mathcal{A}: E \to 2^E \quad y \mapsto \begin{cases}
B_E(0, \norm{y}_E) & y \ne 0 \\
E & y = 0
\end{cases}
\]
then
\begin{enumerate}
\item[(AA1)] For each $y \in E$, $y \in \ol{\mathcal{A}(y)^o}$.
\item[(AA2)] $0 \in \bigcap_{y \in E}\mathcal{A}(y)$.
\item[(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 $\bracs{y \in E|0 \in \mathcal{A}(y)} = E$.
\end{enumerate}
so $\mathcal{A}$ is a Borel measurable \hyperref[admissible approximant function]{definition:admissible-approximant-function}.
By (2) of \autoref{corollary:measurable-simple-separable}, 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 \autoref{proposition:metric-measurable-limit}.
\end{proof}

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@@ -3,7 +3,7 @@
\begin{definition}[In Measure] \begin{definition}[In Measure]
\label{definition:in-measure} \label{definition:in-measure}
Let $(X, \cm, \mu)$ be a measure space and $(Y, d)$ be a metric space. For each $\eps, \delta > 0$, let Let $(X, \cm, \mu)$ be a measure space and $(Y, d)$ be a separable metric space. For each $\eps, \delta > 0$, let
\[ \[
U(\delta, \eps) = \bracs{(f, g) \in \mathcal{L}^0(X; Y)| \mu\bracs{d(f, g) > \delta} < \eps} U(\delta, \eps) = \bracs{(f, g) \in \mathcal{L}^0(X; Y)| \mu\bracs{d(f, g) > \delta} < \eps}
\] \]
@@ -33,7 +33,7 @@
\begin{definition}[Ky Fan Metric] \begin{definition}[Ky Fan Metric]
\label{definition:ky-fan} \label{definition:ky-fan}
Let $(X, \cm, \mu)$ be a measure space, $(Y, d)$ be a metric space, and Let $(X, \cm, \mu)$ be a measure space, $(Y, d)$ be a separable metric space, and
\[ \[
\alpha: L^0(X; Y)^2 \to [0, \infty) \quad (f, g) \mapsto \inf\bracs{\eps > 0| \mu\bracs{d(f, g) > \eps} \le \eps} \wedge 1 \alpha: L^0(X; Y)^2 \to [0, \infty) \quad (f, g) \mapsto \inf\bracs{\eps > 0| \mu\bracs{d(f, g) > \eps} \le \eps} \wedge 1
\] \]
@@ -74,68 +74,9 @@
On the other hand, if $\mu\bracs{d(f, g) > \eps} \le \eps$, then $d(f, g) \le \eps$. Therefore $\alpha$ induces the uniform structure of convergence in measure. On the other hand, if $\mu\bracs{d(f, g) > \eps} \le \eps$, then $d(f, g) \le \eps$. Therefore $\alpha$ induces the uniform structure of convergence in measure.
\end{proof} \end{proof}
\begin{definition}[Locally In Measure]
\label{definition:locally-in-measure}
Let $(X, \cm, \mu)$ be a measure space and $(Y, d)$ be a metric space. For each $\eps, \delta > 0$ and $A \in \cm$ with $\mu(A) < \infty$, let
\[
U(A, \delta, \eps) = \bracs{(f, g) \in \mathcal{L}^0(X; Y)| \mu(A \cap \bracs{d(f, g) > \delta}) < \eps}
\]
then
\[
\fB = \bracs{U(A, \delta, \eps)|\eps, \delta > 0, A \in \cm, \mu(A) < \infty}
\]
forms a fundamental system of entourages for a uniformity. The uniformity induced by $\fB$ is the \textbf{uniform structure of local convergence in measure} on $\mathcal{L}^0(X; Y)$.
\end{definition}
\begin{proof}
It is sufficient to check the conditions of \autoref{proposition:fundamental-entourage-criterion}:
\begin{enumerate}
\item[(FB1)] For each $\eps, \eps', \delta, \delta' > 0$ and $A, A' \in \cm$ with $\mu(A), \mu(A') < \infty$,
\[
U(A \cup A', \delta \wedge \delta', \eps \wedge \eps') \subset U(A, \delta, \eps) \cap U(A', \delta', \eps')
\]
\item[(UB3)] For each $\eps, \delta > 0$, $A \in \cm$ with $\mu(A) < \infty$, and $f, g, h \in \mathcal{L}^0(X; Y)$,
\[
\bracs{d(f, h) > \delta} \subset \bracs{d(f, g) > \delta} \cup \bracs{d(g, h) > \delta}
\]
so $U(A, \delta/2, \eps/2) \circ U(A, \delta/2, \eps/2) \subset U(A, \delta, \eps)$.
\end{enumerate}
\end{proof}
\begin{proposition}
\label{proposition:convergence-in-measure}
Let $(X, \cm, \mu)$ be a semifinite measure space, $(Y, d)$ be a metric space, and $\fF$ be a filter of $(\cm, \cb_Y)$-measurable functions, then $\fF$ is Cauchy in measure if and only if:
\begin{enumerate}
\item[(L)] $\fF$ is locally Cauchy in measure.
\item[(T)] For each $\eps, \delta > 0$, there exists $F \in \fF$ and $A \in \cm$ with $\mu(A) < \infty$ such that
\[
\sup_{f, g \in F}\mu(A^c \cap \bracs{d(f, g) > \delta}) < \eps
\]
\end{enumerate}
\end{proposition}
\begin{proof}
(L) + (T) $\Rightarrow$ (In Measure): Let $\eps, \delta > 0$. By (T) then there exists $F_1 \in \fF$ and $A \in \cm$ with $\mu(A) < \infty$ such that
\[
\sup_{f, g \in F_1}\mu(A^c \cap \bracs{d(f, g) > \delta}) < \eps
\]
By (L), there exists $F_2 \in \fF$ with $F_2 \subset F_1$ such that
\[
\sup_{f, g \in F_2}\mu(A \cap \bracs{d(f, g) > \delta}) < \eps
\]
Therefore
\[
\sup_{f, g \in F_2}\mu\bracs{d(f, g) > \delta} < 2\eps
\]
\end{proof}
\begin{lemma} \begin{lemma}
\label{lemma:ae-in-measure} \label{lemma:ae-in-measure}
Let $(X, \cm, \mu)$ be a finite measure space, $(Y, d)$ be a metric space, and $\seq{f_n}$ and $f$ be Borel measurable functions from $X$ to $Y$ such that $f_n \to f$ almost everywhere, then $f_n \to f$ in measure. Let $(X, \cm, \mu)$ be a finite measure space, $(Y, d)$ be a separable metric space, and $\seq{f_n}$ and $f$ be Borel measurable functions from $X$ to $Y$ such that $f_n \to f$ almost everywhere, then $f_n \to f$ in measure.
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
Let $\eps > 0$, then for almost every $x \in X$, there exists $N \in \natp$ such that $d(f_n(x), f(x)) < \eps$ for all $n \ge N$, so Let $\eps > 0$, then for almost every $x \in X$, there exists $N \in \natp$ such that $d(f_n(x), f(x)) < \eps$ for all $n \ge N$, so
@@ -151,13 +92,13 @@
\begin{theorem} \begin{theorem}
\label{theorem:cauchy-in-measure-limit} \label{theorem:cauchy-in-measure-limit}
Let $(X, \cm, \mu)$ be a measure space and $(Y, d)$ be a complete metric space, then: Let $(X, \cm, \mu)$ be a measure space and $(Y, d)$ be a Polish space, then:
\begin{enumerate} \begin{enumerate}
\item For any $\seq{f_n} \subset L^0(X; Y)$ that is Cauchy in measure, there exists $f \in L^0(X; Y)$ and a subsequence $\seq{n_k}$ such that $f_{n_k} \to f$ almost everywhere and in measure. \item For any $\seq{f_n} \subset L^0(X; Y)$ that is Cauchy in measure, there exists $f \in L^0(X; Y)$ and a subsequence $\seq{n_k}$ such that $f_{n_k} \to f$ almost everywhere and in measure.
\item $L^0(X; Y)$ equipped with the uniform structure of convergence in measure is complete. \item $L^0(X; Y)$ equipped with the uniform structure of convergence in measure is complete.
\end{enumerate} \end{enumerate}
\end{theorem} \end{theorem}
\begin{proof}[Proof, [{{\cite[Theorem 2.30]{Folland}}}]. ] \begin{proof}[Proof, {{\cite[Theorem 2.30]{Folland}}}. ]
(1): Since $\seq{f_n}$ is Cauchy in measure, there exists a subsequence $\seq{n_k}$ such that for each $k \in \natp$, $\mu(\bracsn{d(f_{n_k}, f_{n_{k+1}}) > 2^{-k}}) \le 2^{-k}$. (1): Since $\seq{f_n}$ is Cauchy in measure, there exists a subsequence $\seq{n_k}$ such that for each $k \in \natp$, $\mu(\bracsn{d(f_{n_k}, f_{n_{k+1}}) > 2^{-k}}) \le 2^{-k}$.
In this case, for any $K \in \natp$ and $j \ge k \ge K$, In this case, for any $K \in \natp$ and $j \ge k \ge K$,
@@ -196,48 +137,3 @@
(2): Since the uniform structure of convergence in measure on $L^0(X; Y)$ is defined by the \hyperref[Ky Fan metric]{definition:ky-fan}, completeness follows from (1) and \autoref{proposition:complete-metric-space}. (2): Since the uniform structure of convergence in measure on $L^0(X; Y)$ is defined by the \hyperref[Ky Fan metric]{definition:ky-fan}, completeness follows from (1) and \autoref{proposition:complete-metric-space}.
\end{proof} \end{proof}
\begin{theorem}[Monotone Convergence Theorem (in Measure)]
\label{theorem:mct-measure}
Let $(X, \cm, \mu)$ be a semifinite measure space, $\net{f} \subset \mathcal{L}^+(X, \cm)$, and $f \in \mathcal{L}^+(X, \cm)$ such that
\begin{enumerate}[label=(\alph*)]
\item For each $x \in X$, $f_\alpha(x) \upto f(x)$.
\item $f_\alpha \to f$ locally in measure.
\end{enumerate}
then
\[
\lim_{\alpha \in A}\int f_\alpha d\mu = \int f d\mu
\]
\end{theorem}
\begin{proof}
By \autoref{definition:lebesgue-non-negative}, $\int f_\alpha d\mu \le \int f d\mu$ for each $\alpha \in A$.
On the other hand, using \autoref{lemma:lebesgue-non-negative-strict}, it is sufficient to show that
\[
\lim_{\alpha \in A}\int f_\alpha d\mu = \sup_{\alpha \in A}\int f_\alpha d\mu \ge \int \phi d\mu
\]
for any $\phi \in \Sigma^+(X, \cm)$ satisfying:
\begin{enumerate}[label=(\roman*)]
\item There exists $\delta > 0$ such that $\phi + \delta \le f$ on $\bracs{\phi > 0}$.
\item $\phi \in L^1(X, \cm)$.
\end{enumerate}
To this end, let $\eps > 0$. Since $\mu\bracs{\phi > 0} < \infty$, by (b), there exists $\alpha \in A$ such that
\[
\mu\bracs{\phi > 0, f_\alpha + \delta < \phi} \le \mu\bracs{\phi > 0, f_\alpha + \delta < f} < \frac{\eps}{\norm{\phi}_u}
\]
In which case, by \hyperref[linearity]{proposition:lebesgue-simple-properties},
\begin{align*}
\int \phi d\mu &= \int_{\bracs{\phi > 0}}\phi d\mu = \int_{\bracs{\phi > 0, f_\alpha + \delta \ge \phi}} \phi d\mu + \int_{\bracs{\phi > 0, f_\alpha + \delta < \phi}} \phi d\mu \\
&\le \int_{\bracs{\phi > 0, f_\alpha + \delta \ge \phi}} f_\alpha d\mu +\norm{\phi}_u\mu \bracs{\phi > 0, f_\alpha + \delta < \phi} \\
&\le \int f_\alpha d\mu + \norm{\phi}_u \frac{\eps}{\norm{\phi}_u} = \int f_\alpha d\mu + \eps
\end{align*}
As the above holds for all $\eps > 0$, $\int \phi d\mu \le \sup_{\alpha \in A}\int f_\alpha d\mu$. Therefore
\[
\int f d\mu = \sup_{\alpha \in A}\int f_\alpha d\mu = \lim_{\alpha \in A}\int f_\alpha d\mu
\]
\end{proof}

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@@ -6,4 +6,6 @@
\input{./real-valued.tex} \input{./real-valued.tex}
\input{./simple.tex} \input{./simple.tex}
\input{./metric.tex} \input{./metric.tex}
\input{./approx.tex}
\input{./in-measure.tex} \input{./in-measure.tex}
\input{./locally-in-measure.tex}

View File

@@ -0,0 +1,116 @@
\section{Local Convergence in Measure}
\label{section:locally-in-measure}
\begin{definition}[Locally In Measure*]
\label{definition:locally-in-measure}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} measure space and $(Y, d)$ be a separable metric space. For each $\eps, \delta > 0$ and $A \in \cf$, let
\[
U(A, \delta, \eps) = \bracs{(f, g) \in \mathcal{L}^0(X; Y)| \mu(A \cap \bracs{d(f, g) > \delta}) < \eps}
\]
then
\[
\fB = \bracs{U(A, \delta, \eps)|\eps, \delta > 0, A \in \cm, \mu(A) < \infty}
\]
forms a fundamental system of entourages for a uniformity.
The uniformity defined by $\fB$ is the \textbf{uniform structure of local convergence in measure}, and $\mathcal{L}_\cf^0(X; Y)$ denotes $\mathcal{L}^0(X; Y)$ equipped with this uniformity.
\end{definition}
\begin{proof}
It is sufficient to check the conditions of \autoref{proposition:fundamental-entourage-criterion}:
\begin{enumerate}
\item[(FB1)] For each $\eps, \eps', \delta, \delta' > 0$ and $A, A' \in \cm$ with $\mu(A), \mu(A') < \infty$,
\[
U(A \cup A', \delta \wedge \delta', \eps \wedge \eps') \subset U(A, \delta, \eps) \cap U(A', \delta', \eps')
\]
\item[(UB3)] For each $\eps, \delta > 0$, $A \in \cf$, and $f, g, h \in \mathcal{L}^0(X; Y)$,
\[
\bracs{d(f, h) > \delta} \subset \bracs{d(f, g) > \delta} \cup \bracs{d(g, h) > \delta}
\]
so $U(A, \delta/2, \eps/2) \circ U(A, \delta/2, \eps/2) \subset U(A, \delta, \eps)$.
\end{enumerate}
\end{proof}
\begin{proposition}
\label{proposition:convergence-in-measure}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} measure space, $(Y, d)$ be a separable metric space, and $\fF$ be a filter of $(\cm, \cb_Y)$-measurable functions, then $\fF$ is Cauchy in measure if and only if:
\begin{enumerate}
\item[(L)] $\fF$ is \hyperref[definition:locally-in-measure]{definition:locally-in-measure}.
\item[(T)] For each $\eps, \delta > 0$, there exists $F \in \fF$ and $A \in \cf$ such that
\[
\sup_{f, g \in F}\mu(A^c \cap \bracs{d(f, g) > \delta}) < \eps
\]
\end{enumerate}
\end{proposition}
\begin{proof}
(L) + (T) $\Rightarrow$ (In Measure): Let $\eps, \delta > 0$. By (T) then there exists $F_1 \in \fF$ and $A \in \cf$ such that
\[
\sup_{f, g \in F_1}\mu(A^c \cap \bracs{d(f, g) > \delta}) < \eps
\]
By (L), there exists $F_2 \in \fF$ with $F_2 \subset F_1$ such that
\[
\sup_{f, g \in F_2}\mu(A \cap \bracs{d(f, g) > \delta}) < \eps
\]
Therefore
\[
\sup_{f, g \in F_2}\mu\bracs{d(f, g) > \delta} < 2\eps
\]
\end{proof}
\begin{theorem}
\label{theorem:locally-in-measure-complete}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} localisable measure space and $(Y, d)$ be a Polish space, then \hyperref[$\mathcal{L}^0_\cf(X; Y)$]{definition:locally-in-measure} is complete.
\end{theorem}
\begin{proof}
Let $\fF \subset \mathcal{L}^0_\cf(X; Y)$ be a Cauchy filter. By \autoref{theorem:cauchy-in-measure-limit}, for each $A \in \cf$, there exists an almost everywhere unique $f_A \in \mathcal{L}^0(A; Y)$ such that $\fF$ converges to $f_A$ when restricted to $A$. Thus for any $A, B \in \cf$, $f_{A \cup B}|_{A \cap B} = f_A|_{A \cap B} = f_B|_{B \cap A}$ almost everywhere. By the \hyperref[gluing lemma for measurable functions]{lemma:gluing-measurable}, there exists $f \in \mathcal{L}^0(X; Y)$ such that $f|_A = f_A$ for all $A \in \cf$. Thus $\fF \to f$ locally in measure, and $\mathcal{L}^0(X; Y)$ is complete.
\end{proof}
\begin{theorem}[Monotone Convergence Theorem (in Measure)]
\label{theorem:mct-measure}
Let $(X, \cm, \mu)$ be a semifinite measure space, $\net{f} \subset \mathcal{L}^+(X, \cm)$, and $f \in \mathcal{L}^+(X, \cm)$ such that
\begin{enumerate}[label=(\alph*)]
\item For each $x \in X$, $f_\alpha(x) \upto f(x)$.
\item $f_\alpha \to f$ locally in measure.
\end{enumerate}
then
\[
\lim_{\alpha \in A}\int f_\alpha d\mu = \int f d\mu
\]
\end{theorem}
\begin{proof}
By \autoref{definition:lebesgue-non-negative}, $\int f_\alpha d\mu \le \int f d\mu$ for each $\alpha \in A$.
On the other hand, using \autoref{lemma:lebesgue-non-negative-strict}, it is sufficient to show that
\[
\lim_{\alpha \in A}\int f_\alpha d\mu = \sup_{\alpha \in A}\int f_\alpha d\mu \ge \int \phi d\mu
\]
for any $\phi \in \Sigma^+(X, \cm)$ satisfying:
\begin{enumerate}[label=(\roman*)]
\item There exists $\delta > 0$ such that $\phi + \delta \le f$ on $\bracs{\phi > 0}$.
\item $\phi \in L^1(X, \cm)$.
\end{enumerate}
To this end, let $\eps > 0$. Since $\mu\bracs{\phi > 0} < \infty$, by (b), there exists $\alpha \in A$ such that
\[
\mu\bracs{\phi > 0, f_\alpha + \delta < \phi} \le \mu\bracs{\phi > 0, f_\alpha + \delta < f} < \frac{\eps}{\norm{\phi}_u}
\]
In which case, by \hyperref[linearity]{proposition:lebesgue-simple-properties},
\begin{align*}
\int \phi d\mu &= \int_{\bracs{\phi > 0}}\phi d\mu = \int_{\bracs{\phi > 0, f_\alpha + \delta \ge \phi}} \phi d\mu + \int_{\bracs{\phi > 0, f_\alpha + \delta < \phi}} \phi d\mu \\
&\le \int_{\bracs{\phi > 0, f_\alpha + \delta \ge \phi}} f_\alpha d\mu +\norm{\phi}_u\mu \bracs{\phi > 0, f_\alpha + \delta < \phi} \\
&\le \int f_\alpha d\mu + \norm{\phi}_u \frac{\eps}{\norm{\phi}_u} = \int f_\alpha d\mu + \eps
\end{align*}
As the above holds for all $\eps > 0$, $\int \phi d\mu \le \sup_{\alpha \in A}\int f_\alpha d\mu$. Therefore
\[
\int f d\mu = \sup_{\alpha \in A}\int f_\alpha d\mu = \lim_{\alpha \in A}\int f_\alpha d\mu
\]
\end{proof}

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@@ -21,7 +21,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:metric-measurables} \label{proposition:metric-measurables}
Let $(X, \cm)$ be a measurable space, $Y$ be a metrisable topological space, $f, g: X \to Y$ be $(\cm, \cb_Y)$-measurable functions, then the following functions are measurable: Let $(X, \cm)$ be a measurable space, $Y$ be a separable and metrisable topological space, $f, g: X \to Y$ be $(\cm, \cb_Y)$-measurable functions, then the following functions are measurable:
\begin{enumerate} \begin{enumerate}
\item For any metric $d$ on $Y$, $x \mapsto d(f(x), f(y))$. \item For any metric $d$ on $Y$, $x \mapsto d(f(x), f(y))$.
\item If $Y$ is a TVS over $K \in \RC$ and $\lambda \in K$, $\lambda f + g$. In particular, $\bracs{f = g} \in \cm$. \item If $Y$ is a TVS over $K \in \RC$ and $\lambda \in K$, $\lambda f + g$. In particular, $\bracs{f = g} \in \cm$.
@@ -53,7 +53,7 @@
\label{proposition:metric-measurable-limit} \label{proposition:metric-measurable-limit}
Let $(X, \cm)$ be a measurable space, $Y$ be a metrisable topological space, and $\seq{f_n}$ be $(\cm, \cb_Y)$-measurable functions, then: Let $(X, \cm)$ be a measurable space, $Y$ be a metrisable topological space, and $\seq{f_n}$ be $(\cm, \cb_Y)$-measurable functions, then:
\begin{enumerate} \begin{enumerate}
\item If $Y$ is completely metrisable, then $\bracsn{\limv{n}f_n \text{ exists}} \in \cm$. \item If $Y$ is Polish, then $\bracsn{\limv{n}f_n \text{ exists}} \in \cm$.
\item If $f = \limv{n}f_n$ exists, then it is $(\cm, \cb_Y)$-measurable. \item If $f = \limv{n}f_n$ exists, then it is $(\cm, \cb_Y)$-measurable.
\end{enumerate} \end{enumerate}
\end{proposition} \end{proposition}
@@ -69,86 +69,3 @@
\end{proof} \end{proof}
\begin{proposition}
\label{proposition:measurable-simple-separable}
Let $(X, \cm)$ be a measurable space, $Y$ be a separable metric space, and $N: Y \to 2^Y$ 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 $y_0 \in Y$, $\bracs{y \in Y|y_0 \in N(y)} \in \cb_Y$.
\end{enumerate}
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
\begin{enumerate}
\item[(i)] For each $x \in X$ and $n \in \natp$, $f_n(x) \in N(f(x))$.
\item[(ii)] $f_n \to f$ pointwise.
\end{enumerate}
\item There exists a sequence $\seq{f_n}$ of $(\cm, \cb_Y)$-measurable simple functions such that $f_n \to f$ pointwise.
\end{enumerate}
\end{proposition}
\begin{proof}
(1) $\Rightarrow$ (2): Let $\seq{y_n} \subset Y$ be a dense subset of $Y$. Assume without loss of generality that $y_1 \in \bigcap_{y \in Y}N(y)$. For each $N \in \nat$ and $x \in X$, let
\[
C(N, x) = \bracs{1 \le n \le N|y_n \in N(f(x))}
\]
By assumption (b), $1 \in C(N, x) \ne \emptyset$. Let
\[
k(N, x) = \min\bracs{n \in C(N, x) \bigg | d(f(x), y_n) = \min_{m \in C(N, x)}d(f(x), y_m)}
\]
then for any $k \in \natp$, $\bracs{x \in X|k(n, x) \le k}$ is equal to
\[
\bigcup_{j = 1}^k\bracs{x \in X \bigg |y_j \in C(n, x), d(f(x), y_j) = \min_{m \in C(N, x)}d(f(x), y_m)}
\]
For each $1 \le m \le N$, $y \mapsto d(y, y_m)$ is continuous. Thus $x \mapsto d(f(x), y_m)$ and $x \mapsto \min_{m \in C(N, x)}d(f(x), y_m)$ are $(\cm, \cb_\real)$-measurable by \autoref{proposition:limit-measurable} and assumption (c). By \autoref{proposition:metric-measurables},
\[
\bracs{x \in X \bigg | d(f(x), y_j) = \min_{m \in C(N, x)}d(f(x), y_m)} \in \cm
\]
for each $1 \le j \le k$. Combining this with assumption (c) shows that $\bracs{x \in X|k(n, x) \le k} \in \cm$.
Let $f_N(x) = y_{k(N, x)}$, then for each $N \in \natp$, $f_N(x) \subset \bracs{y_n|1 \le n \le N}$, so $f_N(x)$ is finitely valued. Since $x \mapsto k{(N, x)}$ is $(\cm, 2^\nat)$-measurable, $f_N$ is $(\cm, \cb_Y)$-measurable.
Fix $x \in X$, then
\[
f(x) \in \ol{N^o(f(x))} = \ol{\bracs{y_n| n \in \natp, y_n \in N^o(f(x))}}
\]
by assumption (a) and \autoref{definition:dense}. Thus for any $\eps > 0$, there exists $N \in \nat$ such that $y_N \in N^o(f(x))$ and $d(f(x), y_N) < \eps$. In which case, $d(f(x), f_n(x)) < \eps$ for all $n \ge N$. Therefore $f_n \to f$ pointwise.
(3) $\Rightarrow$ (1): By \autoref{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 vector 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 \autoref{proposition:measurable-simple-separable}, (1) and (2) are equivalent.
\end{proof}

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@@ -4,7 +4,9 @@
\input{./measure.tex} \input{./measure.tex}
\input{./complete.tex} \input{./complete.tex}
\input{./semifinite.tex} \input{./semifinite.tex}
\input{./scaffold.tex}
\input{./sigma-finite.tex} \input{./sigma-finite.tex}
\input{./localisable.tex}
\input{./regular.tex} \input{./regular.tex}
\input{./outer.tex} \input{./outer.tex}
\input{./lebesgue-stieltjes.tex} \input{./lebesgue-stieltjes.tex}

View File

@@ -0,0 +1,240 @@
\section{Localisable Measures}
\label{section:localisable-measure}
\begin{definition}[Essential Supremum]
\label{definition:esssup-measure-space}
Let $(X, \cm, \mu)$ be a measure space, $\ce \subset \cm$, and $S \in \cm$, then $S$ is an \textbf{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 \textbf{essential supremum} of $\ce$.
\end{definition}
\begin{definition}[Localisable]
\label{definition:localisable-measure}
Let $(X, \cm, \mu)$ be a measure space, then $X$ is \textbf{localisable} if:
\begin{enumerate}
\item $\mu$ is semifinite.
\item For every $\ce \subset \cm$, there exists an essential supremum $A$ of $\ce$.
\end{enumerate}
\end{definition}
\begin{definition}[Decomposable]
\label{definition:decomposable-measure}
Let $(X, \cm, \mu)$ be a measure space and $\seqi{A} \subset \cm$, then $\seqi{A}$ is a \textbf{decomposition} of $(X, \cm, \mu)$ if:
\begin{enumerate}
\item For each $i \in I$, $\mu(A_i) < \infty$.
\item $X = \bigsqcup_{i \in I}X_i$.
\item $\cm = \bracs{E \subset X|E \cap A_i \in \cm \forall i \in I}$.
\item For each $E \in \cm$, $\mu(E) = \sum_{i \in I}\mu(E \cap A_i)$.
\end{enumerate}
If $(X, \cm, \mu)$ admits a decomposition, then it is \textbf{decomposable}.
\end{definition}
\begin{lemma}
\label{lemma:essential-upperbound-finite}
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:
\begin{enumerate}
\item $\mathcal{S} \ne \emptyset$.
\item For any $S \in \cm$, $S \in \mathcal{S}$ if and only if $\mu(S \cap E) = \mu(E)$ for all $E \in \ce$.
\item For any $\seq{S_n} \subset \mathcal{S}$, $\bigcap_{n \in \natp}S_n \in \mathcal{S}$.
\item There exists $S \in \mathcal{S}$ such that $\mu(S) = \inf\bracs{\mu(T)|T \in \mathcal{S}}$.
\item For any $S \in \mathcal{S}$ with $\mu(S) = \inf\bracs{\mu(T)|T \in \mathcal{S}}$, $S$ is an essential supremum of $\ce$.
\end{enumerate}
\end{lemma}
\begin{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 \hyperref[continuity from above]{proposition:measure-properties}. 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 $\ce$.
\end{proof}
\begin{proposition}
\label{proposition:decomposable-localisable}
Let $(X, \cm, \mu)$ be a decomposable measure space, then $X$ is localisable.
\end{proposition}
\begin{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 \autoref{lemma:essential-upperbound-finite}, 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,
\begin{enumerate}[label=(\roman*)]
\item $S_i$ is an essential upper bound of $\ce_i$.
\item For any essential upper bound $T \in \cm$ of $\ce_i$ with $T \subset A_i$, $\mu(S_i \setminus T) = 0$.
\end{enumerate}
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 $\ce$.
\end{proof}
\begin{lemma}
\label{lemma:gluing-measurable-sets}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} localisable measure space and $\bracs{(E_A, F_A)}_{A \in \cf}$ be pairs of measurable sets such that:
\begin{enumerate}[label=(\alph*)]
\item For each $A \in \cf$, $E_A, F_A \in \cm$, $E_A, F_A \subset A$, and $E_A \cap F_A = \emptyset$.
\item For each $A, B \in \cf$, $\mu((E_A \cap B) \Delta (E_B \cap A)) = 0$ and $\mu((F_A \cap B) \Delta (F_B \cap A)) = 0$.
\end{enumerate}
Let $E$ and $F$ be essential suprema of $\bracsn{E_A}_{A \in \cf}$ and $\bracsn{F_A}_{A \in \cf}$, respectively, then
\begin{enumerate}
\item For each $B \in \cf$, $\mu(E \cap F_B) = 0$.
\item $\mu(E \cap F) = 0$.
\end{enumerate}
\end{lemma}
\begin{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 $\bracsn{F_B}_{B \in \cf}$, $\mu(F \cap E) = \mu(F \setminus E^c) = 0$.
\end{proof}
\begin{lemma}[Gluing Lemma for Measurable Functions]
\label{lemma:gluing-measurable}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} localisable measure space, $Y$ be a Polish space, and $\bracsn{f_A: A \to Y|A \in \cf}$ such that:
\begin{enumerate}[label=(\alph*)]
\item For each $A \in \cf$, $f_A \in \mathcal{L}^0(A; Y)$.
\item For each $A, B \in \cf$, $f_A|_{A \cap B} = f_B|_{A \cap B}$ almost everywhere.
\end{enumerate}
then there exists $f: X \to Y$ such that:
\begin{enumerate}
\item $f \in \mathcal{L}^0(X; Y)$.
\item For each $A \in \cf$, $f|_A = f_A$ almost everywhere.
\item[(U)] For any $g: X \to Y$ satisfying (1) and (2), $f = g$ almost everywhere.
\end{enumerate}
\end{lemma}
\begin{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 \autoref{lemma:gluing-measurable-sets}, 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:
\begin{enumerate}
\item For each $y \in Y$, $f^{-1}(y) = P(y)$, so $f \in \mathcal{L}^0(X; Y)$ is measurable.
\item 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 $A$.
\item[(U)] For all $A \in \cf$, $f|_A = g|_A$ almost everywhere. Since $\cf$ is a scaffold for $\mu$, $f = g$ almost everywhere.
\end{enumerate}
Therefore $f$ is the desired function.
Now suppose that $Y$ is an arbitrary separable metrisable space. By \autoref{lemma:separable-metric-space-approx-identity}, there exists $\seq{I_n} \subset Y^Y$ such that:
\begin{enumerate}[label=(\roman*)]
\item $I_n \to \text{Id}$ pointwise as $n \to \infty$.
\item For each $n \in \natp$, $I_n(Y)$ is finite and Borel measurable.
\end{enumerate}
For each $n \in \natp$, let $f_{A, n} = I_n \circ f_A$, then
\begin{enumerate}[label=(\alph*)]
\item For each $A \in \cf$, $f_{A, n} \in \mathcal{L}^0(A; Y)$.
\item For each $A, B \in \cf$, $f_{A, n}|_{A \cap B} = f_{B, n}|_{A \cap B}$ almost everywhere.
\item For each $A \in \cf$, $f_{A, n}(A) \subset I_n(Y)$.
\end{enumerate}
By the finite case, there exists $f_n: X \to Y$ such that:
\begin{enumerate}
\item $f_n \in \mathcal{L}^0(X; Y)$.
\item For each $A \in \cf$, $f_n|_A = f_{A, n}$ almost everywhere.
\end{enumerate}
Since $Y$ is Polish, \autoref{proposition:metric-measurable-limit} 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 \autoref{proposition:metric-measurable-limit}, there exists $f \in \mathcal{L}^0(X; Y)$ such that $f = \limv{n}f_n$ almost everywhere. In which case,
\begin{enumerate}
\item $f \in \mathcal{L}^0(X; Y)$.
\item For each $A \in \cf$, $f|_A = \limv{n}f_n|_A = \limv{n}f_{A, n} = f_A$ almost everywhere.
\item[(U)] For all $A \in \cf$, $f|_A = g|_A$ almost everywhere. Since $\cf$ is a scaffold for $\mu$, $f = g$ almost everywhere.
\end{enumerate}
\end{proof}
\begin{corollary}
\label{corollary:l-infty-dedekind-complete}
Let $(X, \cm, \mu)$ be a localisable measure space, then $L^\infty(X; \real)$ is order complete.
\end{corollary}
\begin{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 \hyperref[Dominated Convergence Theorem]{theorem:dct}, $\int g_A d\mu = m_A$.
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 \hyperref[gluing lemma for measurable functions]{lemma:gluing-measurable}, 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 $\seqi{f}$.
\end{proof}

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@@ -127,7 +127,7 @@
Therefore $\alg = \cm \otimes \cn$. Therefore $\alg = \cm \otimes \cn$.
Now let $F \subset L^+(X \times Y)$ be the set of functions satisfying (1), then $F \supset \Sigma^+(X, \cm)$ by linearity. Let $f \in L^+(X \times Y)$, then by \autoref{proposition:measurable-simple-separable}, there exists $\seq{\phi_n} \subset \Sigma^+(X \times Y)$ such that $\phi_n \upto f$. In which case, by the Monotone Convergence Theorem, (1) also holds for $f$. Now let $F \subset L^+(X \times Y)$ be the set of functions satisfying (1), then $F \supset \Sigma^+(X, \cm)$ by linearity. Let $f \in L^+(X \times Y)$, then by \autoref{corollary:measurable-simple-separable}, there exists $\seq{\phi_n} \subset \Sigma^+(X \times Y)$ such that $\phi_n \upto f$. In which case, by the Monotone Convergence Theorem, (1) also holds for $f$.
\end{proof} \end{proof}

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@@ -28,7 +28,7 @@
\label{theorem:sigma-compact-regular-measure} \label{theorem:sigma-compact-regular-measure}
Let $X$ be a topological space and $\mu: \cb_X \to [0, \infty]$ be a Borel measure. If: Let $X$ be a topological space and $\mu: \cb_X \to [0, \infty]$ be a Borel measure. If:
\begin{enumerate} \begin{enumerate}
\item[(a)] $X$ is a LCH space. \item[(a)] $X$ is an LCH space.
\item[(b)] Every open set of $X$ is $\sigma$-compact. \item[(b)] Every open set of $X$ is $\sigma$-compact.
\item[(c)] For any $K \subset X$ compact, $\mu(K) < \infty$. \item[(c)] For any $K \subset X$ compact, $\mu(K) < \infty$.
\end{enumerate} \end{enumerate}

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@@ -0,0 +1,122 @@
\section{Scaffolds}
\label{section:scaffold}
\begin{definition}[Scaffold*]
\label{definition:measure-scaffold}
Let $(X, \cm, \mu)$ be a measure space and $\cf \subset \cm$, then $\cf$ is a \textbf{scaffold} for $\mu$ if:
\begin{enumerate}[label=(S\arabic*)]
\item For each $A \in \cf$, $\mu(A) < \infty$.
\item For all $E \in \cm$, $\mu(E) = \sup\bracs{\mu(E \cap A)|A \in \cf}$.
\item For any $A, B \in \cf$, $A \cup B \in \cf$.
\end{enumerate}
and the quadruple $(X, \cm, \cf, \mu)$ is a \textbf{scaffolded measure space}.
For any semifinite measure space $(X, \cm, \mu)$, $\cf = \bracs{A \in \cm|\mu(A) < \infty}$ is the \textbf{canonical scaffold} for $\mu$, and $(X, \cm, \mu)$ will be equipped with this scaffold unless specified otherwise.
\end{definition}
\begin{example}
Let $X$ be an LCH space, $\mu$ be a semifinite Radon measure, and $\mathcal{K}$ be the collection of compact subsets of $X$, then $\mathcal{K}$ is a scaffold for $\mu$.
\end{example}
% Omitted
\begin{lemma}[Gluing Lemma for Measures]
\label{lemma:gluing-measure}
Let $(X, \cm)$ be a measurable space, $\cf \subset \cm$, and $\bracsn{\mu_A}_{A \in \cf}$ such that:
\begin{enumerate}[label=(\alph*)]
\item For each $A \in \cf$, $\mu_A$ is a finite measure on $A$.
\item For each $A, B \in \cf$ and $E \in \cm$, $\mu_A(E \cap A \cap B) = \mu_B(E \cap A \cap B)$.
\item For each $A, B \in \cf$, $A \cup B \in \cf$.
\end{enumerate}
Let
\[
\mu: \cm \to [0, \infty] \quad E \mapsto \sup\bracsn{\mu_A(E \cap A)|A \in \cf}
\]
then:
\begin{enumerate}
\item $\mu$ is a measure.
\item $\cf$ is a \hyperref[scaffold]{definition:measure-scaffold} for $(X, \cm, \mu)$.
\item For each $E \in \cm$, $\mu(A \cap E) = \mu_A(A \cap E)$.
\end{enumerate}
\end{lemma}
\begin{proof}
(3): Let $E \in \cm$, then $\mu_A(A \cap E) \le \mu(A \cap E)$ by definition. On the other hand, for any $B \in \cf$,
\[
\mu_B(A \cap B \cap E) = \mu_A(A \cap B \cap E) \le \mu_A(A \cap E)
\]
Since the above holds for all $B \in \cf$, $\mu(A \cap E) \le \mu_A(A \cap E)$.
(1): Let $\seq{E_n} \subset \cm$ be pairwise disjoint, then for each $A \in \cm$,
\[
\mu\paren{A \cap \bigsqcup_{n \in \natp}E_n} = \sum_{n \in \natp}\mu_A(A \cap E_n) \le \sum_{n \in \natp}\mu(E_n)
\]
so $\mu\paren{\bigsqcup_{n \in \natp}E_n} \le \sum_{n \in \natp}\mu(E_n)$.
On the other hand, let $n \in \natp$, $\seqf{A_k} \subset \cf$, and $A = \bigcup_{k = 1}^n A_k \in \cf$, then
\begin{align*}
\sum_{k = 1}^n \mu(A_k \cap E_k) &= \sum_{k = 1}^n \mu_{A_k}(A_k \cap E_k) \\
&\le \mu_A\paren{A \cap \bigsqcup_{k = 1}^n E_k} \\
&\le \mu\paren{\bigsqcup_{k \in \natp}E_k}
\end{align*}
As this holds for all choice of $\seq{A_k} \subset \cf$,
\[
\sum_{k = 1}^n \mu(E_k) \le \mu\paren{\bigsqcup_{k \in \natp}E_k}
\]
and as the above holds for all $n \in \natp$, $\sum_{n \in \natp}\mu(E_n) \le \mu\paren{\bigsqcup_{n \in \natp}E_n}$.
(2): By definition of $\mu$.
\end{proof}
\begin{corollary}
\label{corollary:scaffolded-part}
Let $(X, \cm, \mu)$ be a measure space, $\cf \subset \bracs{A \in \cm|\mu(A) < \infty}$ be an ideal, and
\[
\mu_\cf: \cm \to [0, \infty] \quad E \mapsto \sup\bracs{\mu(A \cap E)|A \in \cf}
\]
then
\begin{enumerate}
\item $\mu_\cf$ is a measure on $(X, \cm)$.
\item $\cf$ is a \hyperref[scaffold]{definition:measure-scaffold} for $\mu_\cf$/
\end{enumerate}
and $\mu_\cf$ is the \textbf{$\cf$-scaffolded part} of $\mu$.
\end{corollary}
\begin{proof}
For each $A \in \cf$ and $E \in \cm$, let $\mu_A(E) = \mu(E \cap A)$, then $\bracsn{\mu_A}_{A \in \cf}$ is a family of measures satisfying \autoref{lemma:gluing-measure}. Therefore $\mu_\cf$ as defined is a measure, and $\cf$ is a scaffold for $\mu_\cf$.
\end{proof}
\begin{lemma}
\label{lemma:scaffolded-ac}
Let $(X, \cm, \cf, \mu)$ be a \hyperref[scaffolded]{definition:measure-scaffold} measure space and $f \in L^+(X)$, then for any $E \in \cm$,
\[
\int_E f d\mu = \sup_{A \in \cf}\int_{E \cap A} f d\mu
\]
\end{lemma}
\begin{proof}
For any $F \in \cm$,
\[
\int_{E} \one_F d\mu = \mu(E \cap F) = \sup_{A \in \cf}\mu(A \cap E \cap F) = \sup_{A \in \cf}\int_{E \cap A} \one_F d\mu
\]
so by linearity, the above holds for all simple functions in $L^+(X)$.
Now, for each simple function $\phi \in \Sigma^+(X)$ with $\phi \le f$,
\[
\int_E \phi d\mu = \sup_{A \in \cf}\int_{E \cap A}\phi d\mu \le \sup_{A \in \cf} \int_{E \cap A} f d\mu
\]
As the above holds for all $\phi \in \Sigma^+(X)$ with $\phi \le f$,
\[
\int_E f d\mu = \sup_{A \in \cf}\int_{E \cap A} f d\mu
\]
\end{proof}

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@@ -59,3 +59,4 @@
\] \]
\end{proof} \end{proof}

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@@ -20,14 +20,14 @@
\begin{definition}[Radon Measure] \begin{definition}[Radon Measure]
\label{definition:radon-measure-extended} \label{definition:radon-measure-extended}
Let $X$ be a LCH space and $\mu$ be a Borel signed/vector measure on $X$, then $\mu$ is \textbf{Radon} if $|\mu|$ is Radon. Let $X$ be an LCH space and $\mu$ be a Borel signed/vector measure on $X$, then $\mu$ is \textbf{Radon} if $|\mu|$ is Radon.
\end{definition} \end{definition}
\begin{definition}[Space of Finite Radon Measures] \begin{definition}[Space of Finite Radon Measures]
\label{definition:space-radon-measures} \label{definition:space-radon-measures}
Let $X$ be a LCH space and $E$ be a normed vector space over $K \in \RC$, then $M_R(X; E)$ is the \textbf{space of finite Radon measures} on $X$, which forms a vector space over $K$. Let $X$ be an LCH space and $E$ be a normed vector space over $K \in \RC$, then $M_R(X; E)$ is the \textbf{space of finite Radon measures} on $X$, which forms a vector space over $K$.
\end{definition} \end{definition}
\begin{proof} \begin{proof}
Let $\mu, \nu \in M_R(X; E)$, then for any $A \in \cb_X$, $|\mu + \nu|(A) \le |\mu|(A) + |\nu|(A)$. Let $\eps > 0$, then by outer regularity and \autoref{proposition:radon-measurable-description}, there exists $K \subset A$ compact and $U \in \cn^o(A)$ such that $(|\mu| + |\nu|)(A \setminus K), (|\mu| + |\nu|)(U \setminus A) < \eps$. Therefore $|\mu + \nu|$ is regular on all Borel sets, and hence Radon. Let $\mu, \nu \in M_R(X; E)$, then for any $A \in \cb_X$, $|\mu + \nu|(A) \le |\mu|(A) + |\nu|(A)$. Let $\eps > 0$, then by outer regularity and \autoref{proposition:radon-measurable-description}, there exists $K \subset A$ compact and $U \in \cn^o(A)$ such that $(|\mu| + |\nu|)(A \setminus K), (|\mu| + |\nu|)(U \setminus A) < \eps$. Therefore $|\mu + \nu|$ is regular on all Borel sets, and hence Radon.
@@ -132,7 +132,7 @@
then $T$ is maps $C_0(X; E)$ continuously into a subspace of $C_0(X \times B; K)$. then $T$ is maps $C_0(X; E)$ continuously into a subspace of $C_0(X \times B; K)$.
Let $I \in C_0(X; E)^*$, then by the \hyperref[Hahn-Banach theorem]{theorem:hahn-banach}, there exists $\ol{I} \in C_0(X \times B; K)^*$ such that $\ol I \circ T = I$. By \hyperref[Alaoglu's Theorem]{theorem:alaoglu}, $B$ is a compact Hausdorff space. Therefore $X \times B$ is a LCH space by \autoref{proposition:lch-product}. By the \hyperref[Riesz Representation Theorem]{theorem:riesz-radon-c0}, there exists $\mu \in M_R(X \times B; K)$ such that for any $f \in C_0(X \times B; K)$, Let $I \in C_0(X; E)^*$, then by the \hyperref[Hahn-Banach theorem]{theorem:hahn-banach}, there exists $\ol{I} \in C_0(X \times B; K)^*$ such that $\ol I \circ T = I$. By \hyperref[Alaoglu's Theorem]{theorem:alaoglu}, $B$ is a compact Hausdorff space. Therefore $X \times B$ is an LCH space by \autoref{proposition:lch-product}. By the \hyperref[Riesz Representation Theorem]{theorem:riesz-radon-c0}, there exists $\mu \in M_R(X \times B; K)$ such that for any $f \in C_0(X \times B; K)$,
\[ \[
\dpn{f, \ol I}{C_0(X \times B; K)} = \int_{X \times B} f d\mu \dpn{f, \ol I}{C_0(X \times B; K)} = \int_{X \times B} f d\mu
\] \]

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@@ -3,7 +3,7 @@
\begin{definition}[Radon Measure] \begin{definition}[Radon Measure]
\label{definition:radon-measure} \label{definition:radon-measure}
Let $X$ be a LCH space and $\mu: \cb_X \to [0, \infty]$ be a Borel measure, then $\mu$ is a \textbf{Radon measure} if: Let $X$ be an LCH space and $\mu: \cb_X \to [0, \infty]$ be a Borel measure, then $\mu$ is a \textbf{Radon measure} if:
\begin{enumerate} \begin{enumerate}
\item[(R1)] For any $K \subset X$ compact, $\mu(K) < \infty$. \item[(R1)] For any $K \subset X$ compact, $\mu(K) < \infty$.
\item[(R2)] $\mu$ is outer regular on all Borel sets. \item[(R2)] $\mu$ is outer regular on all Borel sets.
@@ -13,7 +13,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:radon-measure-cc} \label{proposition:radon-measure-cc}
Let $X$ be a LCH space and $\mu: \cb_X \to [0, \infty]$ be a Radon measure, then Let $X$ be an LCH space and $\mu: \cb_X \to [0, \infty]$ be a Radon measure, then
\begin{enumerate} \begin{enumerate}
\item For any $U \subset X$ open, \item For any $U \subset X$ open,
\[ \[
@@ -53,7 +53,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:radon-regular-sigma-finite} \label{proposition:radon-regular-sigma-finite}
Let $X$ be a LCH space and $\mu: \cb_X \to [0, \infty]$ be a Radon measure, then Let $X$ be an LCH space and $\mu: \cb_X \to [0, \infty]$ be a Radon measure, then
\begin{enumerate} \begin{enumerate}
\item $\mu$ is inner regular on all its $\sigma$-finite sets. \item $\mu$ is inner regular on all its $\sigma$-finite sets.
\item If $X$ is $\sigma$-compact or $\mu$ is $\sigma$-finite, then $\mu$ is regular. \item If $X$ is $\sigma$-compact or $\mu$ is $\sigma$-finite, then $\mu$ is regular.
@@ -87,7 +87,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:radon-measurable-description} \label{proposition:radon-measurable-description}
Let $X$ be a LCH space, $\mu: \cb_X \to [0, \infty]$ be a $\sigma$-finite Radon measure, and $E \in \cb_X$, then Let $X$ be an LCH space, $\mu: \cb_X \to [0, \infty]$ be a $\sigma$-finite Radon measure, and $E \in \cb_X$, then
\begin{enumerate} \begin{enumerate}
\item For every $\eps > 0$, there exists $U \in \cn^o(E)$ and $F \subset E$ closed such that $\mu(U \setminus F) < \eps$. \item For every $\eps > 0$, there exists $U \in \cn^o(E)$ and $F \subset E$ closed such that $\mu(U \setminus F) < \eps$.
\item There exists a $F_\sigma$ set $A$ and a $G_\delta$ set $B$ such that $A \subset E \subset B$ and $\mu(B \setminus A) = 0$. \item There exists a $F_\sigma$ set $A$ and a $G_\delta$ set $B$ such that $A \subset E \subset B$ and $\mu(B \setminus A) = 0$.
@@ -111,7 +111,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:finite-compact-regular} \label{proposition:finite-compact-regular}
Let $X$ be a LCH space and $\mu: \cb_X \to [0, \infty]$ be a Borel measure such that: Let $X$ be an LCH space and $\mu: \cb_X \to [0, \infty]$ be a Borel measure such that:
\begin{enumerate} \begin{enumerate}
\item[(a)] For any $U \subset X$ open, $U$ is $\sigma$-compact. \item[(a)] For any $U \subset X$ open, $U$ is $\sigma$-compact.
\item[(b)] For any $K \subset X$ compact, $\mu(K) < \infty$. \item[(b)] For any $K \subset X$ compact, $\mu(K) < \infty$.
@@ -151,7 +151,7 @@
\begin{lemma} \begin{lemma}
\label{lemma:radon-compact-project} \label{lemma:radon-compact-project}
Let $X$ be a LCH space, $Y$ be a compact Hausdorff space, $\mu$ be a finite Radon measure on $X \times Y$, and $\nu$ be a measure on $X$. If for each $A \in \cb_X$, $\nu(A) \le \mu(A \times Y)$, then $\nu$ is also a Radon measure. Let $X$ be an LCH space, $Y$ be a compact Hausdorff space, $\mu$ be a finite Radon measure on $X \times Y$, and $\nu$ be a measure on $X$. If for each $A \in \cb_X$, $\nu(A) \le \mu(A \times Y)$, then $\nu$ is also a Radon measure.
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
Let $A \in \cb_X$ and $\eps > 0$. By outer regularity of $\mu$, there exists $U \in \cn_{X \times Y}(A \times Y)$ such that $\mu(U \setminus (A \times Y)) < \eps$. By the \hyperref[Tube Lemma]{lemma:tube-lemma}, there exists $V \in \cn_X(A)$ such that $V \times Y \subset U$. In which case, Let $A \in \cb_X$ and $\eps > 0$. By outer regularity of $\mu$, there exists $U \in \cn_{X \times Y}(A \times Y)$ such that $\mu(U \setminus (A \times Y)) < \eps$. By the \hyperref[Tube Lemma]{lemma:tube-lemma}, there exists $V \in \cn_X(A)$ such that $V \times Y \subset U$. In which case,
@@ -172,7 +172,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:radon-cc-dense} \label{proposition:radon-cc-dense}
Let $X$ be a LCH space, $\mu: \cb_X \to [0, \infty]$ be a Radon measure, $E$ be a normed vector space, and $p \in [1, \infty)$, then $C_c(X; E)$ is dense in $L^p(X; E)$. Let $X$ be an LCH space, $\mu: \cb_X \to [0, \infty]$ be a Radon measure, $E$ be a normed vector space, and $p \in [1, \infty)$, then $C_c(X; E)$ is dense in $L^p(X; E)$.
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}
By \autoref{proposition:lp-simple-dense}, $\Sigma(X, \cm; E) \cap L^p(X; E)$ is dense in $L^p(X; E)$. Using linearity, it is sufficient to approximate indicator functions of Borel sets with finite measure. By \autoref{proposition:lp-simple-dense}, $\Sigma(X, \cm; E) \cap L^p(X; E)$ is dense in $L^p(X; E)$. Using linearity, it is sufficient to approximate indicator functions of Borel sets with finite measure.
@@ -187,7 +187,7 @@
\begin{theorem}[Lusin] \begin{theorem}[Lusin]
\label{theorem:lusin} \label{theorem:lusin}
Let $X$ be a LCH space, $\mu$ be a Radon measure on $X$, $E$ be a normed vector space, and $f: X \to E$ be a measurable function with $\mu\bracs{f \ne 0} < \infty$, then for any $\eps > 0$, Let $X$ be an LCH space, $\mu$ be a Radon measure on $X$, $E$ be a normed vector space, and $f: X \to E$ be a measurable function with $\mu\bracs{f \ne 0} < \infty$, then for any $\eps > 0$,
\begin{enumerate} \begin{enumerate}
\item There exists $A \subset \bracs{f \ne 0}$ such that $f|_A$ is continuous and $\mu(\bracs{f \ne 0} \setminus A) < \eps$ \item There exists $A \subset \bracs{f \ne 0}$ such that $f|_A$ is continuous and $\mu(\bracs{f \ne 0} \setminus A) < \eps$
\item If $E = \complex$, then there exists $\phi \in C_c(X; E)$ such that $\mu\bracs{f \ne \phi} < \eps$. \item If $E = \complex$, then there exists $\phi \in C_c(X; E)$ such that $\mu\bracs{f \ne \phi} < \eps$.
@@ -228,7 +228,7 @@
\begin{proposition}[Monotone Convergence Theorem (LSC)] \begin{proposition}[Monotone Convergence Theorem (LSC)]
\label{proposition:mct-radon} \label{proposition:mct-radon}
Let $X$ be a LCH space, $\net{f}$ and $f: X \to [0, \infty]$ be non-negative lower semicontinuous functions such that $f_\alpha \upto f$, then for any Radon measure $\mu$ on $X$, Let $X$ be an LCH space, $\net{f}$ and $f: X \to [0, \infty]$ be non-negative lower semicontinuous functions such that $f_\alpha \upto f$, then for any Radon measure $\mu$ on $X$,
\[ \[
\int f d\mu = \sup_{\alpha \in A}\int f_\alpha d\mu \int f d\mu = \sup_{\alpha \in A}\int f_\alpha d\mu
\] \]

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@@ -8,7 +8,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:positive-linear-functional-cc-property} \label{proposition:positive-linear-functional-cc-property}
Let $X$ be a LCH space and $I \in \hom(C_c(X; \real); \real)$ be a positive linear functional, then Let $X$ be an LCH space and $I \in \hom(C_c(X; \real); \real)$ be a positive linear functional, then
\begin{enumerate} \begin{enumerate}
\item For any $f, g \in C_c(X; \real)$ with $f \le g$, $\dpb{f, I}{C_c(X; \real)} \le \dpb{g, I}{C_c(X; \real)}$. \item For any $f, g \in C_c(X; \real)$ with $f \le g$, $\dpb{f, I}{C_c(X; \real)} \le \dpb{g, I}{C_c(X; \real)}$.
\item For any $K \subset X$ compact, there exists $C_K \ge 0$ such that for all $f \in C_c(X; \real)$ with $\supp{f} \subset K$, $|{\dpb{f, I}{C_c(X; \real)}}| \le \norm{f}_u$. \item For any $K \subset X$ compact, there exists $C_K \ge 0$ such that for all $f \in C_c(X; \real)$ with $\supp{f} \subset K$, $|{\dpb{f, I}{C_c(X; \real)}}| \le \norm{f}_u$.
@@ -28,7 +28,7 @@
\begin{theorem}[Riesz Representation Theorem] \begin{theorem}[Riesz Representation Theorem]
\label{theorem:riesz-radon} \label{theorem:riesz-radon}
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: Let $(X, \topo)$ be an 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:
\begin{enumerate} \begin{enumerate}
\item For any $U \subset X$ open, $\mu(U) = \sup_{f \prec U}\dpb{f, I}{C_c(X; \real)}$. \item For any $U \subset X$ open, $\mu(U) = \sup_{f \prec U}\dpb{f, I}{C_c(X; \real)}$.
\item For any $K \subset X$ compact, $\mu(K) = \inf_{f \in C_c(X; [0, 1]), f \ge \one_K}\dpb{f, I}{C_c(X; \real)}$. \item For any $K \subset X$ compact, $\mu(K) = \inf_{f \in C_c(X; [0, 1]), f \ge \one_K}\dpb{f, I}{C_c(X; \real)}$.

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@@ -66,7 +66,7 @@ In any case, the above example shows that a linear functional on $M(X, \cm; \com
In other words, In other words,
\begin{enumerate}[start=2] \begin{enumerate}[start=2]
\item There exists a semifinite measure space $(\Omega, \cn, \mu)$ such that $\mathscr{M} \iso L^1(\Omega; H)$ and $\mathscr{M}^* \iso L^\infty(\Omega; H)$. \item There exists a decomposable measure space $(\Omega, \cn, \mu)$ such that $\mathscr{M} \iso L^1(\Omega; H)$ and $\mathscr{M}^* \iso L^\infty(\Omega; H)$.
\end{enumerate} \end{enumerate}
\end{theorem} \end{theorem}
\begin{proof}[Proof, {{\cite{StackRadonDual}}}. ] \begin{proof}[Proof, {{\cite{StackRadonDual}}}. ]
@@ -117,3 +117,46 @@ Despite not covering the full dual space, the bounded Borel functions still form
(2) $\Rightarrow$ (1): By the \hyperref[Dominated Convergence Theorem]{theorem:dct-bochner-vector}. (2) $\Rightarrow$ (1): By the \hyperref[Dominated Convergence Theorem]{theorem:dct-bochner-vector}.
\end{proof} \end{proof}
\begin{proposition}
\label{proposition:space-of-measures-extreme-points}
Let $X$ be an LCH space and $\cm \subset \overline{B_{M_R(X; \complex)}(0, 1)}$ be a compact convex set such that:
\begin{enumerate}[label=(\alph*)]
\item For each $\mu \in \cm$ and $A, B \in \cb_X$, let $\mu_A(B) = \mu(A \cap B)$, then $\mu_A \in \cm$.
\item For each $\mu \in \cm \setminus \bracs{0}$ and $t \in [0, 1/\norm{\mu}_{\text{var}}]$, $t\mu \in \cm$.
\end{enumerate}
then for any $\mu \in \cm \setminus \bracs{0}$, the following are equivalent:
\begin{enumerate}
\item $\norm{\mu}_{\text{var}} = 1$ and $\mu$ takes on exactly two distinct values.
\item There exists $x \in X$ and $\lambda \in \partial B_\complex(0, 1)$ such that $\mu = \lambda \delta_x$.
\item $\mu$ is an extreme point of $\cm$.
\end{enumerate}
Moreover, $\cm$ is the closed convex hull of $(\bracsn{\lambda \delta_x|x \in X, \lambda \in \partial B_\complex(0, 1)} \cup\bracs{0}) \cap \cm$.
\end{proposition}
\begin{proof}
(1) $\Rightarrow$ (2): Assume without loss of generality that $\mu$ is positive and $\mu(\cb_X) = \bracs{0, 1}$. By inner regularity on open sets, there exists at least one compact set $K \subset X$ such that $\mu(K) = 1$.
Let $\mathcal{F} = \bracs{K \subset X|K \text{ compact}, \mu(K) = 1}$, then $\mathcal{F}$ is a $\pi$-system that does not contain $\emptyset$, and as such satisfies the finite intersection property. Thus $A = \bigcap_{K \in \mathcal{F}}K \ne \emptyset$.
Let $U \in \cn_X(A)$ and $K \in \cf$, then $K \setminus U$ is compact. Since $K \setminus U \cap A = \emptyset$, $K \setminus U \not\in \cf$, and $\mu(K \setminus U) = 0$. Thus $\mu(U) = \mu(K \cap U) = 1$. As this holds for all $U \in \cn_X(A)$, $\mu(A) = 1$ by outer regularity.
Finally, let $x \in A$ and $U \in \cn_X(x)$, then $A \setminus U \subsetneq A$, so $A \setminus U \not\in \cf$. As such, $A \subset A \cap \ol U$ for all $U \in \cn_X(x)$. Since $\bigcap_{U \in \cn_X(x)}\ol{U} = \bracs{x}$, $A = \bracs{x}$, and $\mu = \delta_x$.
(2) $\Rightarrow$ (3): Assume without loss of generality that $\mu = \delta_x$.
Let $\nu, \rho \in \cm$ and $t \in (0, 1)$ such that $\mu = (1 - t)\nu + t\rho$, then $1 = \mu(\bracs{x}) = (1 - t)\nu(\bracs{x}) + t\rho(\bracs{x})$. Since $\mu(\bracs{x}) = 1$ and $|\nu(\bracs{x})|, |\rho(\bracs{x})| \le 1$, $\nu(\bracs{x}) = \rho(\bracs{x}) = 1$. As $\norm{\nu}_{\text{var}}, \norm{\rho}_{\text{var}} \le 1$, $\nu = \rho = \delta_x = \mu$. Therefore $\mu$ is an extreme point of $\cm$.
(3) $\Rightarrow$ (1): If $\norm{\mu}_{\text{var}} \in (0, 1)$, then $\mu$ is a convex combination of $0$ and $\mu/\norm{\mu}_{\text{var}}$, so $\norm{\mu}_{\text{var}}$ must be $1$.
Suppose that $\mu$ takes on at least three distinct values, then there exists $A \in \cb_X$ such that $|\mu|(A), |\mu|(X \setminus A) > 0$. For each $B \in \cb_X$, let $\nu(B) = \mu(B \cap A)$ and $\rho(B) = \mu(B \setminus A)$, then $\mu = \nu + \rho$, $\nu, \rho \ne 0$, $\nu \perp \rho$, and $\norm{\nu}_{\text{var}} + \norm{\rho}_{\text{var}} = \norm{\mu}_{\text{var}}$. In which case,
\[
\mu = \frac{\norm{\nu}_{\text{var}}}{\norm{\mu}_{\text{var}}} \cdot \underbrace{\frac{\norm{\mu}_{\text{var}} \cdot \nu}{\norm{\nu}_{\text{var}}}}_{\in \cm} + \frac{\norm{\rho}_{\text{var}}}{\norm{\mu}_{\text{var}}} \cdot \underbrace{\frac{\norm{\mu}_{\text{var}} \cdot \rho}{\norm{\rho}_{\text{var}}}}_{ \in \cm}
\]
is a convex combination of $\mu$ in terms of two other elements of $\cm$.
Finally, by the \hyperref[Krein-Milman Theorem]{theorem:krein-milman}, $\cm$ is the closed convex hull of $(\bracsn{\lambda \delta_x|x \in X, \lambda \in \partial B_\complex(0, 1)} \cup\bracs{0}) \cap \cm$.
\end{proof}

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@@ -0,0 +1,99 @@
\begin{theorem}[Lebesgue-Radon-Nikodym (Localisable)]
\label{theorem:lebesgue-radon-nikodym-localisable}
Let $(X, \cm)$ be a measurable space, $\mu, \nu: \cm \to [0, \infty]$ be positive measures, and $\cf \subset \cm$ be an ideal such that:
\begin{enumerate}[label=(\alph*)]
\item $(X, \cm, \mu + \nu)$ and $(X, \cm, \mu)$ are localisable.
\item $\cf$ is a \hyperref[scaffold]{definition:measure-scaffold} for both $\mu$ and $\nu$.
\end{enumerate}
then there exists a unique pair of positive measures $\nu_a, \nu_s: \cm \to [0, \infty]$ such that:
\begin{enumerate}
\item $\nu = \nu_a + \nu_s$.
\item $\nu_a$ is absolutely continuous with respect to $\mu$.
\item $\nu_s$ is mutually singular with $\mu$.
\item $\cf$ is a scaffold for $\nu_a$ and $\nu_s$.
\end{enumerate}
The pair $(\nu_a, \nu_s)$ is the \textbf{Lebesgue decomposition} of $\nu$ with respect to $\mu$. Moreover, there exists a unique $\frac{d\nu_a}{d\mu} \in L^+(X, \cm, \mu)$ such that for every $A \in \cm$,
\[
\nu_a(A) = \int_{A} \frac{d\nu_a}{d\mu} d\mu
\]
If $\nu \ll \mu$, then $\nu_s = 0$ and $\nu(dx) = \frac{d\nu_a}{d\mu}\mu(dx) = \frac{d\nu_a}{d\mu}\mu(dx)$. In which case, the function $\frac{d\nu}{d\mu}$ is the \textbf{Radon-Nikodym derivative} of $\nu$ with respect to $\mu$.
\end{theorem}
\begin{proof}
For each $A \in \cf$ and $E \in \cm$, let
\[
\mu^A(E) = \mu(A \cap E) \quad \nu^A(E) = \nu(A \cap E)
\]
then $\mu^A$ and $\nu^A$ are finite measures on $A$. By the \hyperref[finite case]{theorem:lebesgue-radon-nikodym}, there exists an a.e. unique $f_A \in L^+(A, \mu)$ and $\nu_s^A: \cm \to [0, \infty]$ such that:
\begin{enumerate}
\item $d\nu^A = f_A\mu^A + \nu_s^A = f_A\mu + \nu_s^A$.
\item $\nu_s^A$ is mutually singular with $\mu$.
\end{enumerate}
The uniqueness given by the finite case implies that for any $A, B \in \cf$, $f_A|_{A \cap B} = f_B|_{A \cap B}$ $\mu$-almost everywhere. By the \hyperref[gluing lemma for measurable functions]{lemma:gluing-measurable}, there exists $f \in L^+(X, \mu)$ such that $f|_A = f_A$ $\mu$-almost everywhere for all $A \in \cf$.
By the \hyperref[gluing lemma for measures]{lemma:gluing-measure},
\[
\nu_s: \cm \to [0, \infty] \quad E \mapsto \sup_{A \in \cf}\nu_s^A(E \cap A)
\]
is a measure.
(4): By definition, $\cf$ is a scaffold for $\nu_s$. By \autoref{lemma:scaffolded-ac}, it is also a scaffold for $f d\mu$.
(1): Let $E \in \cm$, then since $\cf$ is a scaffold for $\nu$,
\begin{align*}
\nu(E) &= \sup_{A \in \cf}\nu(A \cap E) = \sup_{A \in \cf}\nu^A(A \cap E) \\
&= \sup_{A \in \cf}\braks{\int_{A \cap E}f_A d\mu + \nu_s^A(A \cap E)}
\end{align*}
By (S3), for any $A, B \in \cf$, $A \cup B \in \cf$, and
\begin{align*}
\int_{A \cap E}f_A d\mu \vee \int_{B \cap E}f_B d\mu &\le \int_{(A \cup B) \cap E}f_{A \cup B} d\mu \\
\nu_s^A(A \cap E) \vee \nu_s^B(B \cap E) &\le \nu_s^{A \cup B}((A \cup B) \cap E)
\end{align*}
Thus the sum and the supremum may be interchanged, so
\[
\nu(E) = \sup_{A \in \cf}\int_{A \cap E}f_A d\mu + \sup_{A \in \cf}\nu_s^A(A \cap E)
\]
Now, since $\cf$ is a scaffold for $f\mu$,
\[
\sup_{A \in \cf}\int_{A \cap E}f_A d\mu = \int_A f d\mu
\]
By definition of $\nu_s$,
\[
\sup_{A \in \cf}\nu_s^A(A \cap E) = \nu_s(E)
\]
Therefore $\nu(E) = \int_E f d\mu + \nu_s(E)$, so $\nu(dx) = f(x)\mu(dx) + \nu_s(dx)$.
(2): $\nu_a(dx) = f(x)\mu(dx)$.
(3): For each $A \in \cf$, $f_A d\mu \perp \nu_s^A$, so there exists $E_A, F_A \in \cm$ such that:
\begin{enumerate}[label=(\roman*)]
\item $A = E_A \sqcup F_A$.
\item $\mu(F_A) = 0$ and $\nu_s^A(E_A) = 0$.
\end{enumerate}
Let $F$ be an essential supremum of $\bracs{F_A}_{A \in \cf}$ with respect to $(\mu + \nu)$. By \autoref{lemma:gluing-measurable-sets}, for each $A \in \cf$,
\[
\mu(F \cap A) = \mu(F \cap E_A) \le (\mu + \nu)(F \cap E_A) = 0
\]
Since $\cf$ is a scaffold for $\mu$, $\mu(F) = 0$. On the other hand, for each $A \in \cf$,
\begin{align*}
\nu_s(A \setminus F) &= \nu_s(E_A \setminus F) + \nu_s(F_A \setminus F) \\
&\le \nu_s(E_A) + (\mu + \nu)(F_A \setminus F) = 0
\end{align*}
By definition of $\nu_s$, $\nu(F^c) = 0$. Therefore $\mu \perp \nu_s$.
(Uniqueness): By uniqueness of the finite case, the restriction of $(\nu_a, \nu_s)$ to each set in $\cf$ is unique. Since $\cf$ is a scaffold for both measures, they are uniquely determined by their restrictions to each set in $\cf$.
\end{proof}

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@@ -1,7 +1,7 @@
\section{The Lebesgue-Radon-Nikodym Theorem} \section{The Lebesgue-Radon-Nikodym Theorem}
\label{section:lebesgue-radon-nikodym} \label{section:lebesgue-radon-nikodym}
\begin{theorem}[Lebesgue-Radon-Nikodym] \begin{theorem}[Lebesgue-Radon-Nikodym (Finite)]
\label{theorem:lebesgue-radon-nikodym} \label{theorem:lebesgue-radon-nikodym}
Let $(X, \cm)$ be a measurable space, $\mu$ be a $\sigma$-finite positive measure on $(X, \cm)$, $H$ be a Hilbert space over $K \in \RC$, and $\nu: \cm \to H$ be a finite vector measure, then there exists a unique pair of finite vector measures $\nu_a, \nu_s: \cm \to H$ such that: Let $(X, \cm)$ be a measurable space, $\mu$ be a $\sigma$-finite positive measure on $(X, \cm)$, $H$ be a Hilbert space over $K \in \RC$, and $\nu: \cm \to H$ be a finite vector measure, then there exists a unique pair of finite vector measures $\nu_a, \nu_s: \cm \to H$ such that:
\begin{enumerate} \begin{enumerate}
@@ -96,3 +96,6 @@
(Uniqueness): For any decomposition $\nu = \rho_a + \rho_s$ satisfying the above, then $\rho_a - \nu_a = \nu_s - \rho_s$ with $\rho_a - \nu_a \perp \nu_s - \rho_s$. Therefore $\rho_a = \nu_a$, $\rho_s = \nu_s$, and the decomposition is unique. (Uniqueness): For any decomposition $\nu = \rho_a + \rho_s$ satisfying the above, then $\rho_a - \nu_a = \nu_s - \rho_s$ with $\rho_a - \nu_a \perp \nu_s - \rho_s$. Therefore $\rho_a = \nu_a$, $\rho_s = \nu_s$, and the decomposition is unique.
\end{proof} \end{proof}

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@@ -29,9 +29,16 @@
\begin{definition}[Unital Homomorphism] \begin{definition}[Unital Homomorphism]
\label{definition:banach-algebra-unital-homomorphism} \label{definition:banach-algebra-unital-homomorphism}
Let $A, B$ be unital Banach algebras and $\phi: A \to B$ be a homomorphism, then $\phi$ is a \textbf{unital homomorphism} if $\phi(1) = 1$. Let $A, B$ be unital Banach algebras and $\phi: A \to B$ be a homomorphism, then $\phi$ is a \textbf{unital homomorphism} if $\phi(1_A) = 1_B$.
\end{definition} \end{definition}
\begin{definition}[Representation]
\label{definition:banach-algebra-representation}
Let $A$ be a Banach algebra, then a \textbf{representation} of $A$ is a pair $(E, \pi)$ where $E$ is a Banach space, and $\pi: A \to L(E; E)$ is a continuous homomorphism.
\end{definition}
\begin{definition}[Unitisation] \begin{definition}[Unitisation]
\label{definition:unitisation} \label{definition:unitisation}
Let $A$ be a Banach algebra over $\complex$, and $\tilde A = \complex \oplus A$ with Let $A$ be a Banach algebra over $\complex$, and $\tilde A = \complex \oplus A$ with

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@@ -52,11 +52,20 @@
(3): Since the inversion map is locally a power series, it is $C^\infty$ by \autoref{theorem:termwise-differentiation}. (3): Since the inversion map is locally a power series, it is $C^\infty$ by \autoref{theorem:termwise-differentiation}.
\end{proof} \end{proof}
\begin{corollary}
\label{corollary:invertible-boundary-explode}
Let $A$ be a unital Banach algebra, $x \in A \setminus G(A)$, and $r > 0$, then $\normn{y^{-1}}_A > 1/r$ for all $y \in B(x, r) \cap G(A)$.
\end{corollary}
\begin{proof}
Let $y \in B(x, r)$, then $B(y, \normn{y^{-1}}_A^{-1}) \subset G(A)$ by \autoref{proposition:banach-algebra-inverse}. Since $x \not\in G(A)$, $r > \norm{x - y}_A \ge \normn{y^{-1}}_A^{-1}$, and $1/r < \normn{y^{-1}}_A$.
\end{proof}
\begin{proposition} \begin{proposition}
\label{proposition:swap-invertible} \label{proposition:swap-invertible}
Let $A$ be a unital Banach algebra and $x, y \in A$, then $1 - xy \in G(A)$ if and only if $1 - yx \in G(A)$. Let $A$ be a unital Banach algebra and $x, y \in A$, then $1 - xy \in G(A)$ if and only if $1 - yx \in G(A)$.
\end{proposition} \end{proposition}
\begin{proof}[Proof, {{\cite[Proposition I.3.4]{Zhu}}}. ] \begin{proof}[Proof, {{\cite[Proposition 3.4]{Zhu}}}. ]
If $1 - xy \in G(A)$, then If $1 - xy \in G(A)$, then
\begin{align*} \begin{align*}
(1 - yx)[y(1 - xy)^{-1}x + 1] &= y(1 - xy)^{-1}x + 1 \\ (1 - yx)[y(1 - xy)^{-1}x + 1] &= y(1 - xy)^{-1}x + 1 \\
@@ -74,5 +83,3 @@
\end{align*} \end{align*}
\end{proof} \end{proof}

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@@ -37,7 +37,7 @@
Let $A$ be a Banach algebra, then $\Omega(A)$ is the \textbf{space of multiplicative linear functionals}, and with respect to the weak-* topology, Let $A$ be a Banach algebra, then $\Omega(A)$ is the \textbf{space of multiplicative linear functionals}, and with respect to the weak-* topology,
\begin{enumerate} \begin{enumerate}
\item If $A$ is unital, then $\Omega(A)$ is a compact Hausdorff space. \item If $A$ is unital, then $\Omega(A)$ is a compact Hausdorff space.
\item $\Omega(A) \cup \bracs{0}$ is a compact Hausdorff space, and $\Omega(A)$ is a LCH space. \item $\Omega(A) \cup \bracs{0}$ is a compact Hausdorff space, and $\Omega(A)$ is an LCH space.
\end{enumerate} \end{enumerate}
\end{definition} \end{definition}
\begin{proof} \begin{proof}
@@ -69,7 +69,7 @@
\item $\phi(1) = 1$ and $\phi(G(A)) \subset \complex \setminus \bracs{0}$. \item $\phi(1) = 1$ and $\phi(G(A)) \subset \complex \setminus \bracs{0}$.
\end{enumerate} \end{enumerate}
\end{theorem} \end{theorem}
\begin{proof}[Proof, {{\cite[Theorem I.4.5]{Zhu}}}. ] \begin{proof}[Proof, {{\cite[Theorem 4.5]{Zhu}}}. ]
(1) $\Rightarrow$ (2): \autoref{proposition:multiplicative-unit}. (1) $\Rightarrow$ (2): \autoref{proposition:multiplicative-unit}.
(2) $\Rightarrow$ (1): Let $x \in A$ and $\lambda \in \complex$ with $|\lambda| > [x]_{sp}$, then $\lambda - x \in G(A)$ and $\phi(\lambda - x) \ne 0$. Therefore $\phi(x) \subset \ol{B(0, [x]_{sp})}$, and $\norm{\phi}_{A^*} = 1$. (2) $\Rightarrow$ (1): Let $x \in A$ and $\lambda \in \complex$ with $|\lambda| > [x]_{sp}$, then $\lambda - x \in G(A)$ and $\phi(\lambda - x) \ne 0$. Therefore $\phi(x) \subset \ol{B(0, [x]_{sp})}$, and $\norm{\phi}_{A^*} = 1$.

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@@ -77,7 +77,7 @@
Let $x \in A$. By \autoref{proposition:spectrum-non-empty}, there exists $\lambda \in \sigma_A(x)$. Since $\lambda \cdot 1 - x$ is not invertible and every non-zero element of $A$ is invertible, $x = \lambda \cdot 1$. Therefore the mapping $\complex \to A$ defined by $\lambda \mapsto \lambda \cdot 1$ is an isometric isomorphism. Let $x \in A$. By \autoref{proposition:spectrum-non-empty}, there exists $\lambda \in \sigma_A(x)$. Since $\lambda \cdot 1 - x$ is not invertible and every non-zero element of $A$ is invertible, $x = \lambda \cdot 1$. Therefore the mapping $\complex \to A$ defined by $\lambda \mapsto \lambda \cdot 1$ is an isometric isomorphism.
\end{proof} \end{proof}
\begin{proposition}[Spectral Radius Formula] \begin{proposition}[Beurling's Spectral Radius Formula]
\label{proposition:spectral-radius-hadamard} \label{proposition:spectral-radius-hadamard}
Let $A$ be a unital Banach algebra and $x \in A$, then $[\cdot]_{sp} = \limsup_{n \to \infty}\normn{x^n}_A^{1/n}$. Let $A$ be a unital Banach algebra and $x \in A$, then $[\cdot]_{sp} = \limsup_{n \to \infty}\normn{x^n}_A^{1/n}$.
\end{proposition} \end{proposition}
@@ -128,7 +128,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:commutative-spectrum-gymnastics} \label{proposition:commutative-spectrum-gymnastics}
Let $A$ be a unital Banach algebra and $x, y \in A$ with $x = y$, then Let $A$ be a commutative unital Banach algebra and $x, y \in A$ with $xy = yx$, then
\begin{enumerate} \begin{enumerate}
\item $\sigma_A(x + y) \subset \sigma_A(x) + \sigma_A(y)$. \item $\sigma_A(x + y) \subset \sigma_A(x) + \sigma_A(y)$.
\item $\sigma_A(xy) \subset \sigma_A(x)\sigma_A(y)$. \item $\sigma_A(xy) \subset \sigma_A(x)\sigma_A(y)$.
@@ -146,4 +146,29 @@
The above holds for $x$ and $y$ with respect to $\sigma_A$. The above holds for $x$ and $y$ with respect to $\sigma_A$.
\end{proof} \end{proof}
\begin{proposition}
\label{proposition:spectrum-subalgebra-gymnastics}
Let $A$ be a unital Banach algebra, $B \subset A$ be a closed subalgebra containing $1$, and $x \in B$, then:
\begin{enumerate}
\item $\sigma_A(x) \subset \sigma_B(x)$.
\item $\partial \sigma_B(x) \subset \sigma_A(x)$.
\item $\sigma_B(x)$ is the union of $\sigma_A(x)$ and some bounded components of $\complex \setminus \sigma_A(x)$.
\end{enumerate}
\end{proposition}
\begin{proof}
(1): $G(B) \subset G(A)$.
(2): Let $\lambda \in \partial \sigma_B(x)$, then there exists $\seq{\lambda_n} \subset \complex \setminus \sigma_B(x)$ such that $\lambda_n - x \in G(B)$ for all $n \in \natp$, and $\lambda_n \to \lambda$ as $n \to \infty$. By \autoref{corollary:invertible-boundary-explode}, $\norm{(\lambda_n - x)^{-1}}_A \to \infty$ as $n \to \infty$. If $\lambda - x \in G(A)$, then $(\lambda_n - x)^{-1} \to (\lambda - x)^{-1}$ as $n \to \infty$. Thus $\norm{(\lambda - x)^{-1}}_A = \infty$, which is impossible. Therefore $\lambda - x \not\in G(A)$, and $\lambda \in \sigma_A(x)$.
\end{proof}
\begin{theorem}[Runge]
\label{theorem:spectrum-subalgebra-sufficiency}
Let $A$ be a unital Banach algebra, $x \in A$, $P \subset \complex \setminus \sigma_A(x)$ such that $P$ intersects every bounded component of $\complex \setminus \sigma_A(x)$, and $B \subset A$ be a closed algebra containing $1$, $x$, and $\bracsn{(\lambda - x)^{-1}|\lambda \in P}$, then $\sigma_A(x) = \sigma_B(x)$.
\end{theorem}
\begin{proof}[Proof, {{\cite[Theorem 4.9]{MarcouxNotes}}}. ]
By construction, $P \subset \complex \setminus \sigma_B(x)$. In addition, for any polynomial $p \in \complex[z]$, $p(x) \in B$. Thus for every rational function $f \in \complex(z) \cap H(\complex_\infty \setminus (P \cup \bracs{\infty}); \complex)$, $f(x) \in B$.
By \hyperref[Runge's Theorem]{theorem:runge}, $H(\complex_\infty \setminus (P \cup \bracs{\infty}); \complex)$ is dense in $H(\sigma_A(x); \complex)$. The continuity of the \hyperref[holomorphic functional calculus]{definition:holomorphic-functional-calculus} then implies that $f(x) \in B$ for all $f \in H(\sigma_A(x); \complex)$. In particular, $(\lambda - x)^{-1} \in B$ for all $\lambda \in \complex \setminus \sigma_A(x)$. Therefore $\sigma_B(x) \subset \sigma_A(x)$, and $\sigma_B(x) = \sigma_A(x)$ by \autoref{proposition:spectrum-subalgebra-gymnastics}.
\end{proof}

145
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@@ -0,0 +1,145 @@
\section{The Continuous Functional Calculus}
\label{section:continuous-functional-calculus}
\begin{theorem}[Spectral Theorem for $C^*$-Algebras]
\label{theorem:spectral-c-star}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then the mapping
\[
\Phi: \Omega(A[x]) \to \sigma_A(x) \quad \Phi(\psi) = \Gamma_{A[x]}(x)(\psi) = \psi(x)
\]
is a homeomorphism.
\end{theorem}
\begin{proof}
Firstly, $A[x]$ is commutative by \autoref{proposition:generated-subalgebra-dense}. Thus \autoref{corollary:c-star-algebra-preserve-spectrum} and (3) of \autoref{proposition:gelfand-transform-gymnastics} imply that
\[
\Phi(\Omega(A[x])) = \Gamma_{A[x]}(\Omega(A[x])) = \sigma_{A[x]}(x) = \sigma_A(x)
\]
and $\Phi$ is a surjection onto $\sigma_A(x)$.
On the other hand, the \hyperref[Gelfand-Naimark Theorem]{theorem:gelfand-naimark} implies that $\psi(x^*) = \ol{\psi(x)}$ for any $\psi \in \Omega(A[x])$. Since $A[x]$ is the smallest $C^*$-algebra containing $x$, any element $\psi \in \Omega(A[x])$ is uniquely determined by $\psi(x)$. Therefore $\Phi$ is injective.
Finally, since $\Omega(A[x])$ is equipped with the weak* topology and $\Phi$ is the evaluation map at $x$, it is continuous.
By \autoref{proposition:compact-hausdorff-homeomorphism}, $\Phi$ is a homeomorphism.
\end{proof}
\begin{definition}[Continuous Functional Calculus]
\label{definition:continuous-functional-calculus}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then there exists a unique continuous unital *-homomorphism
\[
C(\sigma_A(x); \complex) \to A[x] \quad f \mapsto f(x)
\]
such that:
\begin{enumerate}
\item $\one(x) = 1_A$.
\item $\text{Id}(x) = x$.
\item $\overline{\text{Id}}(x) = x^*$.
\end{enumerate}
Moreover,
\begin{enumerate}[start=3]
\item Under the identification $\Omega(A[x]) = \sigma_A(x)$, for each $f \in C(\sigma_A(x); \complex)$, $f(x) = \Gamma^{-1}_{A[x]}(f)$.
\item The mapping $f \mapsto f(x)$ is a unital *-isomorphism.
\item For each $U \subset \complex$ open and $f \in C(U; \complex)$, the mapping
\[
\bracs{x \in A|\sigma_A(x) \subset U} \to A \quad x \mapsto f(x)
\]
is continuous.
\item Let $B$ be a unital $C^*$-algebra and $\Phi: A \to B$ be a unital *-homomorphism, then for any $x \in A$ and $f \in C(\sigma_A(x); \complex)$, $\Phi(f(x)) = f(\Phi(x))$.
\end{enumerate}
\end{definition}
\begin{proof}
(1), (4), (5): By the \hyperref[Spectral Theorem]{theorem:spectral-c-star}, $\Omega(A[x])$ and $\sigma_A(x)$ may be identified. For each $f \in C(\sigma_A(x); \complex)$, define $f(x) = \Gamma^{-1}_{A[x]}(f)$, then the mapping $f \mapsto f(x)$ is a unital *-isomorphism by the \hyperref[Gelfand-Naimark Theorem]{theorem:gelfand-naimark}.
(2): The identification
\[
\Phi: \Omega(A[x]) \to \sigma_A(x) \quad \Phi(\psi) = \Gamma_{A[x]}(x)(\psi) = \psi(x)
\]
given by the Spectral Theorem implies that $\Gamma_{A[x]}(x) = \text{Id}$.
(3): The mapping $f \mapsto f(x)$ is a *-homomorphism.
(6): Fix $x \in A$ and let $K \in \cn_U(\sigma_A(x); \complex)$ be compact. By \autoref{proposition:spectrum-continuous}, there exists $r > 0$ such that $\sigma_A(y) \subset K$ for all $y \in B_A(x, r)$.
Let $\eps > 0$. By the \hyperref[Stone-Weierstrass Theorem]{theorem:complex-stone-weierstrass}, there exists $p \in \complex[z, \ol z]$ such that $\sup_{\lambda \in K}|p(\lambda) - f(\lambda)| < \eps$. In which case,
\begin{align*}
\norm{f(x) - f(y)}_A &\le \norm{f(x) - p(x)}_A + \norm{f(y) - p(y)}_A + \norm{p(x) - p(y)}_A \\
&\le \norm{p(x) - p(y)}_A + 2\eps
\end{align*}
for all $y \in B_A(x, r)$. Since $p$ is a continuous map on $A$, there exists $\delta \in (0, r)$ such that $\norm{p(x) - p(y)}_A < \eps$ for all $y \in B_A(x, \delta)$. Therefore $\norm{f(x) - f(y)}_A < 3\eps$ for all $y \in B_A(x, \delta)$.
(Uniqueness): By the \hyperref[Stone-Weierstrass Theorem]{theorem:complex-stone-weierstrass}.
\end{proof}
\begin{theorem}[Spectral Mapping Theorem (Continuous)]
\label{theorem:spectral-mapping-continuous}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then:
\begin{enumerate}
\item For every $f \in C(\sigma_A(x); \complex)$, $\sigma_A(f(x)) = f(\sigma_A(x))$.
\item For every $f \in C(\sigma_A(x); \complex)$ and $g \in C(\sigma_A(f(x)); \complex)$, $(f \circ g)(x) = f(g(x))$.
\end{enumerate}
\end{theorem}
\begin{proof}
(1): Since $f(x) \in A[x]$, by \autoref{proposition:gelfand-transform-gymnastics} and definition of the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus},
\[
\sigma_A(f(x)) = \sigma_{A[x]}(f(x)) = \Gamma_{A[x]}(f(x))(\sigma_A(x)) = f(\sigma_A(x))
\]
(2): Firstly, the theorem holds directly if $f, g \in \complex[z, \ol z]$ are polynomials in $z$ and $\ol z$.
Suppose that $g \in \complex[z, \ol z]$ but $f$ is arbitrary. By the \hyperref[Stone-Weierstrass Theorem]{theorem:complex-stone-weierstrass}, there exists $\seq{p_n} \subset \complex[z, \ol z]$ such that $p_n \to f$ uniformly on $\sigma_A(x)$. By property (6) of the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus},
\[
(g \circ f)(x) = \limv{n}(g \circ f_n)(x) = \limv{n}g(f_n(x)) = \limv{n}g(f(x))
\]
Finally, suppose that both $f$ and $g$ are arbitary. By the \hyperref[Stone-Weierstrass Theorem]{theorem:complex-stone-weierstrass}, there exists $\seq{p_n} \subset \complex[z, \ol z]$ such that $p_n \to g$ uniformly on $\sigma_A(f(x))$. By continuity of the continuous functional calculus,
\[
(g \circ f)(x) = \limv{n}(g_n \circ f)(x) = \limv{n}g_n(f(x)) = \limv{n}g(f(x))
\]
\end{proof}
\begin{corollary}
\label{corollary:normal-spectrum-identity}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then:
\begin{enumerate}
\item $x$ is self-adjoint if and only if $\sigma(x) \subset \real$.
\item $x$ is unitary if and only if $\sigma(x) \subset \partial B_\complex(0, 1)$.
\item $x$ is a projection if and only if $\sigma(x) \subset \bracs{0, 1}$.
\end{enumerate}
\end{corollary}
\begin{corollary}
\label{corollary:sum-of-unitaries}
Let $A$ be a unital $C^*$-algebra, then
\begin{enumerate}
\item For any $x \in A_{sa}$, there exists a unitary element $u \in A$ such that $x = (u + u^*)/(2\norm{x}_A)$.
\item For any $x \in A$, there exists unitary elements $u, v \in A$ such that $x = (u + u^*)/(\norm{x}_A) + i(v + v^*)/(2\norm{x}_A)$.
\end{enumerate}
\end{corollary}
\begin{proof}
(1): Assume without loss of generality that $\norm{x}_A \le 1$. In which case, $\sigma(x) \subset [-1, 1]$, and $f(\lambda) = \lambda + i\sqrt{1 - \lambda^2}$ is defined and continuous on $[-1, 1]$. Furthermore, $|f(\lambda)| = 1$ for all $\lambda \in [-1, 1]$. Thus \autoref{corollary:normal-spectrum-identity} implies that $f(x)$ is unitary. Finally, since $f + \ol f = 2\text{Id}$, $x = (f(x) + \ol{f(x)})/(2\norm{x}_A)$.
\end{proof}
\begin{corollary}
\label{corollary:star-homomorphism-continuous}
Let $A, B$ be unital $C^*$-algebras and $\Phi: A \to B$ be an injective unital *-homomorphism, then for each $x \in A$,
\begin{enumerate}
\item $\sigma_B(\Phi(x)) = \sigma_A(x)$.
\item $\norm{\Phi(x)}_B = \norm{x}_A$.
\end{enumerate}
\end{corollary}
\begin{proof}[Proof, {{\cite[10.7]{Zhu}}}. ]
(1): Since $\Phi(G(A)) \subset G(B)$, $\sigma_B(\Phi(x)) \subset \sigma_A(x)$. If $\sigma_B(\Phi(x)) \subsetneq \sigma_A(x)$, then \hyperref[Urysohn's Lemma]{lemma:urysohn} implies that there exists $C(\sigma_A(x); \complex)$ such that $f|_{\sigma_B(\Phi(x))} = 0$ but $f \ne 0$. In which case, by (7) of the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus}, $\Phi(f(x)) = f(\Phi(x)) = 0$, which contradicts the fact that $\Phi$ is injective.
(2): By \autoref{corollary:c-star-unique-norm}, $\Phi$ is isometric.
\end{proof}

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\section{The Gelfand-Naimark Theorem}
\label{section:gelfand-naimark}
\begin{theorem}[Gelfand-Naimark]
\label{theorem:gelfand-naimark}
Let $A$ be a commutative unital $C^*$-algebra, then the Gelfand transform
\[
\Gamma_A: A \to C(\Omega(A); \complex) \quad \Gamma_A(x)(\phi) = \phi(x)
\]
is a unital $C^*$-isomorphism.
\end{theorem}
\begin{proof}[Proof, {{\cite[Theorem 9.4]{Zhu}}}. ]
By construction $\Gamma_A$ is a unital algebra homomorphism.
To see that $\Gamma_A$ preserves involutions, let $y \in A$ be self-adjoint. By \autoref{proposition:gelfand-transform-gymnastics} and \autoref{proposition:self-adjoint-spectrum}, $\Gamma_A(y)(\Omega(A)) = \sigma_A(y) \subset \real$, so $\Gamma_A(y) \in C(\Omega(A); \real)$. For any $x \in A$, write $x = \text{Re}(x) + i\text{Im}(x)$, where $\text{Re}(x)$ and $\text{Im}(x)$ are both self-adjoint, then
\begin{align*}
\Gamma_A(x^*) &= \Gamma_A(\text{Re}(x) - i\text{Im}(x)) \\
&= \Gamma_A(\text{Re}(x)) - i\Gamma_A(\text{Im}(x)) \\
&= \overline{\Gamma_A(\text{Re}(x)) + i\Gamma_A(\text{Im}(x))} = \overline{\Gamma_A(x)}
\end{align*}
so $\Gamma_A(x^*) = \Gamma_A(x)^*$.
Now, for each $x \in A$, \autoref{corollary:c-star-unique-norm} and \autoref{proposition:gelfand-transform-gymnastics} imply that
\begin{align*}
\norm{x}_A^2 &= \sup\bracs{|\lambda|\ | \lambda \in \sigma_A(x^*x)} \\
&= \sup\bracs{|\Gamma_A(x^*x)(\phi)|\ | \phi \in \Omega(A)} \\
&= \sup\bracs{|\Gamma_A(x)(\phi)|^2\ | \phi \in \Omega(A)} \\
\norm{x}_A &= \norm{\Gamma_A(x)}_u
\end{align*}
Thus $\Gamma_A$ is an isometry, and $\Gamma_A(A)$ is a closed subalgebra of $C(\Omega(A))$.
Since $\Gamma_A(1_A) = 1$, $\Gamma_A(A)$ contains constants. As $\Gamma_A(A)$ separates points and is closed under complex conjugation, $\Gamma_A(A) = C(\Omega(A))$ by the \hyperref[Stone-Weierstrass Theorem]{theorem:complex-stone-weierstrass}.
\end{proof}
\begin{corollary}
\label{corollary:gelfand-naimark-converse}
Let $A$ be a unital $C^*$-algebra, then the following are equivalent:
\begin{enumerate}
\item $A$ is commutative.
\item $\Gamma_A$ is a *-isomorphism.
\item $\Gamma_A$ is injective.
\end{enumerate}
\end{corollary}
\begin{corollary}
\label{corollary:spectrum-characterisation-iff}
Let $A$ be a commutative unital $C^*$-algebra and $x \in A$ be normal, then:
\begin{enumerate}
\item $x$ is self-adjoint if and only if $\sigma_A(x) \subset \real$.
\item $x$ is unitary if and only if $\sigma_A(x) \subset \partial B_\complex(0, 1)$.
\item $x$ is positive if and only if $\sigma_A(x) \subset [0, \infty)$.
\item $x$ is a projection if and only if $\sigma_A(x) \subset \bracs{0,1}$.
\end{enumerate}
\end{corollary}
% NEEDS WORK
\begin{corollary}
\label{corollary:stonean-commutative-algebra}
Let $A$ be a unital $C^*$-algebra, then $A_{sa}$ is order complete if and only if $\Omega(A)$ is extremely disconnected.
\end{corollary}
\begin{proof}
By \autoref{theorem:gelfand-naimark}, $A$ and $C(\Omega(A); \complex)$ are isomorphic as $C^*$-algebras. In particular, $A_{sa}$ and $C(\Omega(A); \real)$ are isomorphic as ordered vector spaces, so $A_{sa}$ is order complete if and only if $C(\Omega(A); \real)$ is order complete. Thus the \hyperref[Stone-Nakano Theorem]{theorem:stone-nakano-extremely-disconnected} implies that $A_{sa}$ is order complete if and only if $\Omega(A)$ is extremely disconnected.
\end{proof}
\begin{corollary}
\label{corollary:linfinity-extremely-disconnected}
Let $(X, \cm, \mu)$ be a localisable measure space, then $\Omega(L^\infty(X))$ is extremely disconnected.
\end{corollary}
\begin{proof}
By \autoref{corollary:l-infty-dedekind-complete}, $L^\infty(X; \real)$ is order complete. By \autoref{corollary:stonean-commutative-algebra}, $\Omega(L^\infty(X))$ is extremely disconnected.
\end{proof}

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\section{The GNS Construction}
\label{section:gns}
\begin{definition}[Cyclic Representation]
\label{definition:cyclic-representation}
Let $A$ be a $C^*$-algebra, $(H, \pi)$ be a representation of $A$, and $\xi \in H$, then $\xi$ is a \textbf{cyclic vector} for $(H, \pi)$ if $\bracsn{\pi(x)(\xi)|x \in A}$ is dense in $H$. The representation $(H, \pi)$ is \textbf{cyclic} if it admits a cyclic vector.
\end{definition}
\begin{lemma}
\label{lemma:cstar-state-kernel}
Let $A$ be a $C^*$-algebra, $\phi \in S(A)$, and
\[
N_\phi = \bracsn{x \in A| \dpn{x, x}{\phi} = \dpn{x^*x, \phi}{A} = 0}
\]
then:
\begin{enumerate}
\item For any $x, y \in A$ with $x \in N_\phi$ or $y \in N_\phi$, $\dpn{x, y}{A} = 0$.
\item $N_\phi$ is a closed left ideal of $A$.
\end{enumerate}
\end{lemma}
\begin{proof}
(1): By the \hyperref[Cauchy-Schwarz inequality]{proposition:cauchy-schwarz}, for any $x, y \in A$,
\[
|\dpn{x, y}{\phi}|^2 \le \dpn{x, x}{\phi} \cdot \dpn{y, y}{\phi}
\]
If $x \in N_\phi$ or $y \in N_\phi$, then the above inequality shows that $\dpn{x, y}{\phi} = 0$.
(2): As the zero set of a continuous function on $A$, $N_\phi$ is closed.
For any $x, y \in N_\phi$,
\begin{align*}
\dpn{x + y, x + y}{\phi} &= \dpn{x, x}{\phi} + \dpn{x, y}{\phi} + \dpn{y, x}{\phi} + \dpn{y, y}{\phi} \\
&= \dpn{x, y}{\phi} + \dpn{y, x}{\phi}
\end{align*}
By (1), $\dpn{x, y}{\phi} = \dpn{y, x}{\phi} = 0$. Therefore $x + y \in N_\phi$.
Finally, for each $x \in N_\phi$ and $y \in A$,
\[
\dpn{yx, yx}{\phi} = \dpn{x^*y^*yx, \phi}{A} = \dpn{x^*(y^*yx), \phi}{A} = \dpn{y^*yx, x}{\phi} =0
\]
by (1).
\end{proof}
\begin{definition}[GNS Triple]
\label{definition:gns-triple}
Let $A$ be a unital $C^*$-algebra, $\phi \in S(A)$, and
\[
N_\phi = \bracsn{x \in A| \dpn{x, x}{\phi} = \dpn{x^*x, \phi}{A} = 0}
\]
Let $H_\phi^0 = A/N_\phi$, $H_\phi$ be its completion with respect to $\dpn{\cdot, \cdot}{\phi}$, and
\[
\pi_\phi^0: A \to B(H_\phi^0) \quad \pi_\phi^0(x)(y + N_\phi) = xy + N_\phi
\]
For each $x \in A$, let $\pi_\phi(x)$ be the continuous extension of $\pi_\phi^0(x)$ to an element of $B(H_\phi)$, then:
\begin{enumerate}
\item $(H_\phi, \dpn{\cdot, \cdot}{\phi})$ is a Hibert space.
\item $(H_\phi, \pi_\phi)$ is a well-defined representation of $A$.
\item $\xi_\phi = 1_A + N_\phi$ is a unit vector in $H_\phi$, and $\bracsn{\pi_\phi(x)\xi_\phi| x \in A}$ is dense in $H_\phi$. Moreover, for each $x, y \in A$,
\[
\dpn{x, y}{\phi} = \dpn{\pi_\phi(x)\xi_\phi, \pi_\phi(y)\xi_\phi}{H_\phi}
\]
\end{enumerate}
The representation $(H_\phi, \pi_\phi)$ is the \textbf{cyclic representation of $A$ induced by $\phi$}, and the triple $(H_\phi, \pi_\phi, \xi_\phi)$ is the \textbf{Gelfand-Naimark-Segal (GNS) triple associated with $\phi$}.
\end{definition}
\begin{proof}[Proof, {{\cite[Proposition 14.2]{Zhu}}}. ]
(2): Fix $x \in A$, then for each $y_1, y_2 \in A$ with $y_1 - y_2 \in N_\phi$, $x(y_1 - y_2) \in N_\phi$ by \autoref{lemma:cstar-state-kernel}, so $\pi_\phi^0(x)$ is well-defined on $A/N_\phi$.
By rescaling, assume without loss of generality that $\norm{x}_A \le 1$. In which case, for each $y \in A$,
\[
\dpn{y, y}{\phi} - \dpn{xy, xy}{\phi} = \dpn{y^*y, \phi}{A} - \dpn{y^*x^*xy, \phi}{A} = \dpn{y^*(1 - x^*x)y, \phi}{A}
\]
Since $\sigma_A(x^*x) \subset [0, 1]$, $\sigma_A(1 - x^*x) \subset [0, 1]$ and is positive by \autoref{corollary:spectrum-characterisation-iff}. Thus there exists $z \in A$ positive such that $(1 - x^*x) = z^*z$, so
\[
\dpn{y, y}{\phi} - \dpn{xy, xy}{\phi} = \dpn{y^*z^*zy, \phi}{A} = \dpn{zy, zy}{\phi} \ge 0
\]
and $\dpn{y, y}{\phi} \ge \dpn{xy, xy}{\phi}$. Therefore $\pi_\phi^0(x)$ extends continuously into an element of $B(H_\phi)$ by the \hyperref[linear extension theorem]{theorem:linear-extension-theorem-normed}.
Now, let $x, y, z \in A$, then
\[
\pi_\phi^0(x)[\pi_\phi^0(y)(z + N_\phi)] = \pi_\phi^0(x)(yz + N_\phi) = xyz + N_\phi = \pi_\phi^0(xy)(z + N_\phi)
\]
and by uniqueness of continuous extensions, $\pi_\phi(x)\pi_\phi(y) = \pi_\phi(xy)$, so $\pi_\phi$ is a homomorphism.
Finally,
\[
\dpn{\pi_\phi^0(x^*)y, z}{\phi} = \dpn{z^*x^*y, \phi}{A} = \dpn{y, xz}{\phi} = \dpn{y, \pi_\phi^0(x)z}{\phi}
\]
By uniqueness of continuous extensions, $\pi_\phi(x^*) = \pi_\phi(x)^*$. Therefore $\pi_\phi$ is a *-homomorphism, and $(H_\phi, \pi_\phi)$ is a representation of $A$.
(3): Since $\phi$ is a state, $\dpn{1_A, 1_A}{\phi} = 1$, and $1_A$ is a unit vector. As $H_\phi$ is the completion of $A/N_\phi$ and $A/N_\phi = \bracsn{\pi_\phi(x)(1_A + N_\phi)| x \in A}$, $\bracsn{\pi_\phi(x)(1_A + N_\phi)| x \in A}$ is dense in $H_\phi$.
For each $x, y \in A$, $\dpn{x, y}{\phi} = \dpn{\pi_\phi(x)(1_A + N_\phi), \pi_\phi(y)(1_A + N_\phi)}{H_\phi}$ by well-definedness of the inner product on $H_\phi$.
\end{proof}
\begin{theorem}[Gelfand-Naimark-Segal]
\label{theorem:gns}
Let $A$ be a unital $C^*$-algebra, then:
\begin{enumerate}
\item For each $\phi \in S(A)$, there exists a triple $(H_\phi, \pi_\phi, \xi_\phi)$ where $(H_\phi, \pi_\phi)$ is a representation of $A$, $\xi_\phi$ is a cyclic unit vector of $(H_\phi, \pi_\phi)$, and
\[
\dpn{x, y}{\phi} = \dpn{\pi_\phi(x)\xi_\phi, \pi_\phi(y)\xi_\phi}{H_\phi}
\]
\item For each representation $(H, \pi)$ of $A$ with cyclic unit vector $\xi$, the mapping
\[
\phi: A \to \complex \quad x \mapsto \dpn{\pi(x)\xi, \xi}{H}
\]
is a state on $A$. Moreover, if $(H_\phi, \pi_\phi, \xi_\phi)$ is the GNS triple associated with $\phi$, then there exists a unitary equivalence $U: H \to H_\phi$ such that $U\xi = \xi_\phi$.
\item For each $\mathcal{S} \subset S(A)$, the mapping
\[
\pi_{\mathcal{S}}: A \to B([l^2(\mathcal{S}); H_\phi]) \quad \pi_{\mathcal{S}}(x)(\eta)_\phi = \pi_{\phi}(x)(\eta_\phi)
\]
is a representation of $A$, which is injective if for every $x \in A$, there exists $\phi \in \mathcal{S}$ with $\dpn{x^*x, \phi}{A} \ne 0$.
In particular, $A$ is isomorphic to a closed subalgebra of $B([l^2(P(A)); H_\phi])$.
\end{enumerate}
\end{theorem}
\begin{proof}
(1): By the \hyperref[GNS construction]{definition:gns-triple}.
(2): For each $x \in A$, if $x$ is positive, then so is $\pi(x)$, so $\dpn{\pi(x)\xi, \xi}{H} \ge 0$. Since $\xi$ is a unit vector, $\dpn{\pi(1_A)\xi, \xi}{H} = \dpn{\xi, \xi}{H} = 1$, and $\phi$ is a state.
Let $H^0 = \bracsn{\pi(x)\xi|x \in A}$ and $H_\phi^0 = \bracsn{\pi_\phi(x)\xi_\phi|x \in A}$. Define
\[
U: H^0 \to H_\phi^0 \quad \pi(x)\xi \mapsto \pi_\phi(x)\xi_\phi
\]
then for each $x, y \in A$ with $\pi(x - y)\xi = 0$,
\begin{align*}
0 &= \dpn{\pi(x - y)\xi, \pi(x - y)\xi}{H} = \dpn{(x - y)^*(x - y), \phi}{A} \\
&= \dpn{x - y, x- y}{\phi} = \dpn{\pi_\phi(x - y)\xi_\phi, \pi_\phi(x - y)\xi_\phi}{H_\phi}
\end{align*}
and $\pi_\phi(x - y)\xi_\phi = 0$ as well. Thus $U$ is well-defined. Moreover, for each $x \in A$,
\[
\dpn{\pi(x)\xi, \pi(x)\xi}{H} = \dpn{x^*x, \phi}{A} = \dpn{x^*x, 1_A}{\phi} = \dpn{\pi_\phi(x)\xi_\phi, \pi_\phi(x) \xi_\phi}{H_\phi}
\]
so $U$ is an isometry. For each $x, y \in A$,
\begin{align*}
U(\pi(x)[\pi(y)\xi]) &= U(\pi(xy)\xi) = \pi_\phi(xy)\xi_\phi \\
&= \pi_\phi(x)[\pi_\phi(y)\xi_\phi] = \pi_\phi(x)[U(\pi(y)\xi)]
\end{align*}
so $U$ \hyperref[extends continuously]{theorem:linear-extension-theorem-normed} to a unitary equivalence between $(H, \pi)$ and $(H_\phi, \pi_\phi)$, with $U(\xi) = \xi_\phi$.
(3): Suppose that for each $x \in A$, there exists $\phi \in \mathcal{S}$ such that $\dpn{x^*x, \phi}{A} \ne 0$. In which case,
\[
0 \ne \dpn{x, x}{\phi} = \dpn{x^*x, \phi}{A} = \dpn{\pi_\phi(x)\xi_\phi, \pi_\phi(x)\xi_\phi}{H_\phi}
\]
so $\pi_\phi(x) \ne 0$, and $\pi_{\mathcal{S}}(x) \ne 0$ as well.
By \autoref{corollary:cstar-positive-weakstar-dense}, for each $x \in A$, there exists $\phi \in P(A)$ with $\dpn{x^*x, \phi}{A} \ne 0$, so $\pi_{P(A)}$ is injective. By \autoref{theorem:continuity-of-homomorphism-c-star}, $\pi_{P(A)}(A)$ is closed in $B([l^2(P(A)); H_\phi])$.
\end{proof}

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@@ -0,0 +1,77 @@
\section{*-Homomorphisms}
\label{section:c-star-homomorphism}
\begin{definition}[*-Homomorphism]
\label{definition:c-star-homomorphism}
Let $A, B$ be involutive algebras over $\complex$ and $\phi: A \to B$, then $\phi$ is a \textbf{*-homomorphism} if:
\begin{enumerate}[label=(SH\arabic*)]
\item For each $x, y \in A$ and $\lambda \in \complex$, $\phi(\lambda x + y) = \lambda \phi(x) + \phi(y)$.
\item For each $x, y \in A$, $\phi(xy) = \phi(x)\phi(y)$.
\item For each $x \in A$, $\phi(x^*) = \phi(x)^*$.
\end{enumerate}
If $A$ and $B$ are unital, then $\phi$ is \textbf{unital} if:
\begin{enumerate}
\item[(U)] $\phi(1_A) = 1_B$.
\end{enumerate}
\end{definition}
\begin{proposition}
\label{proposition:star-homomorphism-contractive}
Let $A, B$ be unital $C^*$-algebras and $\phi: A \to B$ be a unital *-homomorphism, then for each $x \in A$,
\begin{enumerate}
\item $\sigma_B(\phi(x)) \subset \sigma_A(x)$.
\item $\norm{\phi(x)}_B \le \norm{x}_A$.
\end{enumerate}
\end{proposition}
\begin{proof}
(1): Since $\phi$ is unital, $\phi(G(A)) \subset G(B)$, so $\sigma_B(\phi(x)) \subset \sigma_A(x)$.
(2): By (1) and \autoref{corollary:c-star-unique-norm},
\begin{align*}
\norm{\phi(x)}_B^2 &= \sup\bracsn{|\lambda|\ | \lambda \in \sigma_B(\phi(x^*x))} \\
&\ge \sup\bracsn{|\lambda|\ | \lambda \in \sigma_A(x^*x)} = \norm{x}_A^2
\end{align*}
\end{proof}
\begin{theorem}
\label{theorem:continuity-of-homomorphism-c-star}
Let $A, B$ be unital $C^*$-algebras and $\Phi: A \to B$ be a unital *-homomorphism, then $\Phi(A)$ is closed.
\end{theorem}
\begin{proof}[Proof, {{\cite[Theorem 11.1]{Zhu}}}. ]
Let $y \in \ol{\Phi(A)} \cap B_{sa}$, then there exists $x \in A_{sa}$ such that $\norm{y - \Phi(x)}_B \le \norm{y}_B/2$. Let
\[
f: \complex \to \complex \quad z \mapsto \begin{cases}
z & |z| \le 2\norm{y}_F \\
2\norm{y}_F \cdot \sgn z = 2\norm{y}_F \cdot \frac{z}{|z|} & |z| \ge 2\norm{y}_F
\end{cases}
\]
then $f \in C(\complex; \complex)$. Since $\norm{\Phi(x)}_B \le \norm{y}_B + \norm{y - \Phi(x)}_B \le 2\norm{y}_B$, $\sigma_B(\Phi(x)) \subset \ol{B_\complex(0, 2\norm{y}_B)}$, and $f|_{\sigma_B(\Phi(x))}$ is the identity. Thus by the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus}, $\Phi(x) = f(\Phi(x)) = \Phi(f(x))$. By the \hyperref[Spectral Mapping Theorem]{theorem:spectral-mapping-continuous}, $\sigma_A(f(x)) = f(\sigma_A(x))$. By \autoref{theorem:c-star-normal-spectral-radius}, $\norm{f(x)}_A = [f(x)]_{sp} \le \norm{f}_u = 2\norm{y}_F$.
The above setup implies that for every $y \in \ol{\Phi(A)} \cap B_{sa}$, there exists $z \in A_{sa}$ such that $\norm{y - \Phi(z)}_{B} \le \norm{y}_B/2$, and $\norm{z}_A \le 2\norm{y}_B$. By the \hyperref[method of successive approximations]{theorem:successive-approximation}, $\phi(A_{sa}) = \ol{\Phi(A)} \cap B_{sa}$. Therefore $\Phi(A) = \ol{\Phi(A)}$.
\end{proof}
\begin{definition}[Representation of $C^*$-Algebra]
\label{definition:representation-cstar-algebra}
Let $A$ be a $C^*$-algebra, then a \textbf{representation} of $A$ is a pair $(H, \pi)$, where $H$ is a Hilbert space, and $\pi: A \to B(H)$ is a *-homomorphism.
\end{definition}
\begin{definition}[Unitary Equivalence]
\label{definition:representation-unitary-equivalent}
Let $A$ be a $C^*$-algebra and $(H_1, \pi_1), (H_2, \pi_2)$ be representations of $A$, then $(H_1, \pi_1)$ and $(H_2, \pi_2)$ are \textbf{unitarily equivalent} if there exists an isometry $U \in L(H_1; H_2)$ such that the following diagram commutes
\[
\xymatrix{
H_1 \ar@{->}[r]^{U} \ar@{->}[d]_{\pi_1(x)} & H_2 \ar@{->}[d]^{\pi_2(x)} \\
H_1 & H_2 \ar@{->}[l]^{U^*}
}
\]
for all $x \in A$.
\end{definition}

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@@ -2,5 +2,13 @@
\label{chap:c-star-algebras} \label{chap:c-star-algebras}
\input{./involution.tex} \input{./involution.tex}
\input{./sub.tex}
\input{./unitary.tex}
\input{./sa.tex} \input{./sa.tex}
\input{./homomorphism.tex}
\input{./gelfand.tex}
\input{./cont.tex}
\input{./order.tex} \input{./order.tex}
\input{./positive.tex}
\input{./state.tex}
\input{./gns.tex}

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@@ -41,17 +41,4 @@
(3): For any $x \in A$, $(x^{-1})^*x^* = (x^{-1}x)^* = 1 = (xx^{-1})^* = x^*(x^{-1})^*$. (3): For any $x \in A$, $(x^{-1})^*x^* = (x^{-1}x)^* = 1 = (xx^{-1})^* = x^*(x^{-1})^*$.
\end{proof} \end{proof}
\begin{definition}[*-Homomorphism]
\label{definition:star-homomorphism}
Let $A, B$ be $C^*$-algebras and $\phi: A \to B$, then $\phi$ is a \textbf{*-homomorphism} if:
\begin{enumerate}
\item $\phi$ is a homomorphism of Banach algebras.
\item For every $x \in A$, $\phi(x^*) = \phi(x)^*$.
\end{enumerate}
If in addition, $\phi(1) = 1$, then $\phi$ is a \textbf{unital *-homomorphism}.
\end{definition}

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@@ -6,5 +6,82 @@
Let $A$ be a $C^*$-algebra and $x \in A$, then $x$ is \textbf{positive} if there exists $y \in A$ such that $x = y^*y$. Let $A$ be a $C^*$-algebra and $x \in A$, then $x$ is \textbf{positive} if there exists $y \in A$ such that $x = y^*y$.
\end{definition} \end{definition}
\begin{proposition}
\label{proposition:positive-spectrum}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then $x$ is positive if and only if $\sigma_A(x) \subset [0, \infty)$.
\end{proposition}
\begin{proof}
Using the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus}, $x$ is positive if and only if $\Gamma_{A[x]}(x) = \text{Id}$ is positive in $C(\sigma_A(x); \complex)$, if and only if $\sigma_A(x) = \Gamma_{A[x]}(x)(\Omega(A[x])) \subset [0, \infty)$ by \autoref{proposition:gelfand-transform-gymnastics}.
\end{proof}
\begin{proposition}
\label{proposition:positive-norm-inequality}
Let $A$ be a unital $C^*$-algebra and $x \in A_{sa}$, then the following are equivalent:
\begin{enumerate}
\item $x$ is positive.
\item $\sigma_A(x) \subset [0, \infty)$.
\item There exists $\lambda \ge \norm{x}_A$ such that $\norm{\lambda - x}_A \le \lambda$.
\end{enumerate}
\end{proposition}
\begin{proof}[Proof, {{\cite[Lemma 11.3]{Zhu}}}. ]
(1) $\Leftrightarrow$ (2): \autoref{proposition:positive-spectrum}.
(2) $\Leftrightarrow$ (3): By assumption, $\sigma_A(x) \subset \real$, so \autoref{theorem:c-star-normal-spectral-radius} implies that
\[
\norm{\lambda - x}_A = [\lambda - x]_{sp} = \sup\bracsn{\lambda - \mu|\mu\in \sigma_A(x)}
\]
which is bounded above by $\lambda$ if and only if $\sigma_A(x) \subset [0, \infty)$.
\end{proof}
\begin{corollary}
\label{corollary:positive-ordering}
Let $A$ be a unital $C^*$-algebra. For each $x, y \in A$, denote $x \ge y$ if $x - y$ is positive, then $(A, \le)$ is an ordered vector space.
\end{corollary}
\begin{proof}
By definition, the ordering is reflexive, antisymmetric, translation-invariant, and invariant under scaling by positive constants. It remains to show that $\le$ is transitive, or equivalently, the sum of two positive elements is positive.
Let $x, y \in A$ be positive, then $x + y$ is self-adjoint. Thus there exists $\lambda \ge \norm{x}_A$ and $\mu \ge \norm{y}_A$ such that $\norm{\lambda - x}_A \le \lambda$ and $\norm{\mu - y}_A \le \mu$, so $\norm{(\lambda + \mu) - (x + y)}_A \le \lambda + \mu$, and $x + y$ is positive by \autoref{proposition:positive-norm-inequality}.
\end{proof}
\begin{definition}[Positive Square Root]
\label{definition:positive-square-root}
Let $A$ be a $C^*$-algebra and $x \in A$ be positive, then there exists a unique positive element $y \in A$ such that $y^2 = x$. The element $y$ is the \textbf{positive square root} of $x$, denoted $\sqrt{x}$.
\end{definition}
\begin{proof}
Since $x$ is positive, $\sigma_A(x) \subset [0, \infty)$ by \autoref{proposition:positive-norm-inequality}. Therefore the square root function $f(t) = \sqrt{t}$ is defined and continuous on $\sigma_A(x)$. Using the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus}, $f(x)$ is a positive element of $A$ such that $f(x)^2 = x$.
Let $y \in A$ such that $y^2 = x$, then by the \hyperref[Spectral Mapping Theorem]{theorem:spectral-mapping-continuous}, $y = f(y^2) = f(x)$, so the square root is unique.
\end{proof}
\begin{definition}[Absolute Value]
\label{definition:absolute-value-c-star}
Let $A$ be a unital $C^*$-algebra and $x \in A$, then $|x| = \sqrt{x^*x}$ is the \textbf{absolute value} of $x$.
\end{definition}
\begin{definition}[Positive and Negative Parts]
\label{definition:positive-negative-cstar-algebra}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be self-adjoint, then there exists unique positive elements $x^+, x^- \in A$ such that
\begin{enumerate}
\item $x = x^+ - x^-$.
\item $x^+x^- = x^-x^+ = 0$.
\end{enumerate}
The pair $(x^+, x^-)$ are the \textbf{positive and negative parts} of $x$.
\end{definition}
\begin{proof}
Since $x$ is self-adjoint, $\sigma_A(x) \subset \real$ by \autoref{proposition:self-adjoint-spectrum}. Using the continuous functional calculus, existence is given by the functions $f^+(\lambda) = \lambda \vee 0$ and $f^-(\lambda) = \lambda \wedge 0$ and \autoref{proposition:positive-norm-inequality}.
On the other hand, for each $p \in \real[z]$ with $p(0) = 0$, (2) implies that $p(x) = p(x^+) + p(-x^-)$. By the \hyperref[Stone-Weierstrass Theorem]{theorem:stone-weierstrass}, $f(x) = f(x^+) + f(-x^-)$ for all $f \in C(\real; \real)$ with $f(0) = 0$. In particular, (1) then implies that $f^+(x) = f+(x^+) + f^+(-x^-) = f^+(x^+) = x^+$, and likewise $f^-(x) = x^-$. Therefore the decomposition is given uniquely by the continuous functional calculus.
\end{proof}
\begin{remark}
\label{remark:positive-negative-cstar-algebra}
The condition in the sign decomposition that $x^+x^- = x^-x^+ = 0$ is essential. Otherwise I may use silly decompositions like $0 = 1 - 1$.
\end{remark}

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@@ -0,0 +1,41 @@
\section{Positive Linear Functionals}
\label{section:cstar-positive}
\begin{definition}[Positive Linear Functional]
\label{definition:cstar-positive-functional}
Let $A$ be a unital $C^*$-algebra and $\phi \in A^*$, then $\phi$ is \textbf{positive} if $\dpn{x, \phi}{A} \ge 0$ for all positive elements $x \in A$.
\end{definition}
\begin{theorem}
\label{theorem:cstar-positive-algebraic}
Let $A$ be a unital $C^*$-algebra and $\phi \in \hom(A; \complex)$, then the following are equivalent:
\begin{enumerate}
\item $\phi$ is a positive linear functional.
\item $\phi \in A^*$ with $\normn{\phi}_{A^*} = \dpn{1, \phi}{A}$.
\end{enumerate}
\end{theorem}
\begin{proof}
(1) $\Rightarrow$ (2): For any $x \in A_{sa}$ with $\norm{x}_A \le 1$, $\sigma_A(1 - x) \subset 1 - [-1, 1] = [0, 2]$ by \autoref{proposition:commutative-spectrum-gymnastics}. Thus $1 - x \ge 0$ by \autoref{proposition:positive-spectrum}, and $\dpn{x, \phi}{A} \le \dpn{1, \phi}{A}$. By \autoref{proposition:hermitian-functional-norm}, $\norm{\phi}_{A^*} \le \dpn{1, \phi}{A}$, so $\norm{\phi}_{A^*} = \dpn{1, \phi}{A}$.
(2) $\Rightarrow$ (1): For each $x \in A_{sa}$, $\sigma_A(x) = \sigma_{A[x]}(x)$ by \autoref{corollary:c-star-algebra-preserve-spectrum}, so $x \ge 0$ in $A$ if and only if $x \ge 0$ in $A[x]$ by \autoref{proposition:positive-spectrum}. In addition, the \hyperref[Gelfand-Naimark Theorem]{theorem:gelfand-naimark} implies that $x \ge 0$ if and only if $\Gamma_{A[x]}(x) \ge 0$. Moreover, since $1 \in A[x]$, the norm of $\phi$ alongside (2) is preserved by restricting to $A[x]$. By considering each commutative subalgebra, assume without loss of generality that $A$ is commutative.
By the \hyperref[Riesz Representation Theorem]{theorem:riesz-radon-c0}, $\phi$ takes the form of a complex Radon measure $\mu$ on $\Omega(A)$, and $\norm{\phi}_{A^*} = \norm{\mu}_{\text{var}}$. For each Borel set $E \in \cb_{\Omega(A)}$,
\begin{align*}
\norm{\mu}_{\text{var}} &= \int_{\Omega(A)} 1 d\mu = \mu(E) + \mu(\Omega(A) \setminus E) \\
&\le |\mu(E)| + |\mu(\Omega(A) \setminus E)| \le \norm{\mu}_{\text{var}}
\end{align*}
which is only possible if $\mu(E), \mu(\Omega(A) \setminus E) \ge 0$. As this holds for all $E \in \cb_{\Omega(A)}$, $\mu$ is positive, and $\phi$ then is a positive linear functional.
\end{proof}
\begin{corollary}
\label{corollary:positive-linear-functional-extension}
Let $A$ be a unital $C^*$-algebra, $B \subset A$ be a closed subspace with $1_A \in B$, and $\phi \in B^*$ with $\norm{\phi}_{B^*} = \dpn{1_A, \phi}{B}$, then there exists a positive linear functional $\Phi \in A^*$ such that $\Phi|_B = A$.
\end{corollary}
\begin{proof}
By the \hyperref[Hahn-Banach Theorem]{theorem:hahn-banach}, there exists $\Phi \in A^*$ such that $\Phi|_B = A$ and $\norm{\Phi}_{A^*} = \norm{\phi}_{B^*}$. In which case, $\norm{\Phi}_{A^*} = \dpn{1_A, \Phi}{A}$, and $\Phi$ is also positive by \autoref{theorem:cstar-positive-algebraic}.
\end{proof}

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@@ -6,7 +6,7 @@
Let $A$ be an involutive algebra over $\complex$ and $x \in A$, then $x$ is \textbf{self-adjoint} if $x = x^*$. The space $A_{sa} = \bracs{x \in A| x = x^*}$ is the \textbf{self-adjoint part} of $A$, and: Let $A$ be an involutive algebra over $\complex$ and $x \in A$, then $x$ is \textbf{self-adjoint} if $x = x^*$. The space $A_{sa} = \bracs{x \in A| x = x^*}$ is the \textbf{self-adjoint part} of $A$, and:
\begin{enumerate} \begin{enumerate}
\item $A_{sa}$ is a $\real$ subspace of $A$. \item $A_{sa}$ is a $\real$ subspace of $A$.
\item $A = \complex(A_{sa})$ as a vector space. \item $A = \complex(A_{sa})$, with equivalent norms.
\item For each $x \in A$, let \item For each $x \in A$, let
\[ \[
\text{Re}(x) = \frac{x + x^*}{2} \quad \text{Im}(x) = \frac{x - x^*}{2i} \text{Re}(x) = \frac{x + x^*}{2} \quad \text{Im}(x) = \frac{x - x^*}{2i}
@@ -31,6 +31,91 @@
If the above holds, then $x$ is \textbf{normal}. If the above holds, then $x$ is \textbf{normal}.
\end{definition} \end{definition}
\begin{theorem}
\label{theorem:c-star-normal-spectral-radius}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then $\norm{x}_A = [x]_{sp}$.
\end{theorem}
\begin{proof}[Proof, {{\cite[Theorem 8.1]{Zhu}}}. ]
First suppose that $x$ is self-adjoint. In this case,
\begin{align*}
\normn{x^2}_A &= \normn{xx^*}_A = \norm{x}_A^2 \\
\normn{x^{2^n}}_A &= \norm{x}_A^{2^n}
\end{align*}
for all $n \in \natp$. Thus by the \hyperref[spectral radius formula]{proposition:spectral-radius-hadamard},
\[
[x]_{sp} = \limsup_{n \to \infty}\norm{x^{n}}_A^{1/n} \ge \limsup_{n \to \infty}\normn{x^{2^n}}_A^{1/2^n} = \norm{x}_A
\]
Now suppose that $x$ is only normal. Since $x$ and $x^*$ commute, $[xx^*]_{sp} \le [x]_{sp}[x^*]_{sp}$ by \autoref{proposition:commutative-spectrum-gymnastics}. Thus
\[
\norm{x}^2_A = \normn{xx^*}_A = [xx^*]_{sp} \le [x]_{sp}[x^*]_{sp} = [x]_{sp}^2
\]
by (5) of \autoref{proposition:c-star-algebra-gymnastics}.
\end{proof}
\begin{corollary}
\label{corollary:c-star-normal-spectral-radius-corollary}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then:
\begin{enumerate}
\item There exists $\lambda \in \sigma_A(x)$ such that $|\lambda| = \norm{x}_A$.
\item If there exists $n \in \natp$ such that $x^n = 0$, then $x = 0$ as well.
\end{enumerate}
\end{corollary}
\begin{proof}
(1): Since $\sigma_A(x)$ is compact, there exists $\lambda \in \sigma_A(x)$ such that $|\lambda| = [x]_{sp}$. By \autoref{theorem:c-star-normal-spectral-radius}, $|\lambda| = [x]_{sp} = \norm{x}_A$.
(2): By the \hyperref[Spectral Mapping Theorem]{theorem:spectral-mapping-holomorphic},
\[
\bracs{\lambda^n| \lambda \in \sigma_A(x)} = \bracs{0}
\]
Thus $\sigma_A(x) = \bracs{0}$. By \autoref{theorem:c-star-normal-spectral-radius}, $\norm{x}_A = [x]_{sp} = 0$.
\end{proof}
\begin{corollary}
\label{corollary:c-star-unique-norm}
Let $A$ be a unital $C^*$-algebra over $\complex$, then for each $x \in A$,
\[
\norm{x}_A^2 = \sup\bracs{|\lambda|\ | \lambda \in \sigma_A(x^*x)}
\]
In particular, there exists at most one norm on $A$ making it a $C^*$-algebra.
\end{corollary}
\begin{proof}
Since $x^*x$ is self-adjoint, \autoref{theorem:c-star-normal-spectral-radius} implies that
\[
\norm{x}_A^2 = \norm{x^*x}_A = \sup\bracs{|\lambda|\ | \lambda \in \sigma_A(x^*x)}
\]
which depends only on the algebraic structure of $A$.
\end{proof}
\begin{proposition}
\label{proposition:self-adjoint-spectrum}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be self-adjoint, then $\sigma_A(x) \subset \real$.
\end{proposition}
\begin{proof}
Let
\[
y = \exp(ix) = \sum_{n = 0}^\infty \frac{i^nx^n}{n!}
\]
then
\[
y^*= \sum_{n = 0}^\infty \frac{(-i)^n (x^*)^n}{n!} = \exp(-ix^*)
\]
Since $x$ is normal, $y$ is also normal. By \autoref{proposition:functional-calculus-exp},,
\[
y^*y = \exp(-ix^* + ix) = \exp(-ix + ix) = 1
\]
so $y$ is unitary. By \autoref{proposition:unitary-spectrum} and the \hyperref[Spectral Mapping Theorem]{theorem:spectral-mapping-holomorphic}, $\exp(i\sigma_A(x)) = \sigma_A(y) \subset \partial B_\complex(0, 1)$. Thus $i\sigma_A(x) \subset \bracs{\text{Re} = 0}$, and $\sigma_A(x) \subset \real$.
\end{proof}

173
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\section{States}
\label{section:cstar-states}
\begin{definition}[State]
\label{definition:cstar-state}
Let $A$ be a unital $C^*$-algebra and $\phi \in A^*$, then $\phi$ is a \textbf{state} if $\phi$ is positive and $\dpn{1, \phi}{A} = 1$.
The set of states $S(A) \subset A^*$ of $A$ equipped with the weak* topology is the \textbf{state space} of $A$.
\end{definition}
\begin{definition}
\label{definition:cstar-state-pseudo-inner-product}
Let $A$ be a unital $C^*$-algebra and $\phi \in A^*$ be a positive linear functional, then the mapping
\[
A \times A \to \complex \quad (x, y) \mapsto \dpn{x, y}{\phi} := \dpn{y^*x, \phi}{A}
\]
is a pseudo inner product. In particular, for any $x, y \in A$,
\[
|\dpn{y^*x, \phi}{A}|^2 = |\dpn{x, y}{\phi}|^2 \le \dpn{x, x}{\phi} \cdot \dpn{y, y}{\phi}
\]
The pairing $\dpn{\cdot, \cdot}{\phi}$ is the \textbf{pseudo inner product associated with $\phi$}.
\end{definition}
\begin{proof}
By the \hyperref[Cauchy-Schwarz inequality]{proposition:cauchy-schwarz}.
\end{proof}
\begin{definition}[Pure State]
\label{definition:pure-state}
Let $A$ be a unital $C^*$-algebra and $\phi \in S(A)$, then $\phi$ is a \textbf{pure state} if $\phi$ is an extreme point of $S(A)$. The set $P(A)$ is the collection of all pure states of $A$.
\end{definition}
\begin{proposition}
\label{proposition:state-space-compact-convex}
Let $A$ be a unital $C^*$-algebra, then $S(A)$ is a compact convex set, and $S(A)$ is the weak*-closed convex hull of $P(A)$.
\end{proposition}
\begin{proof}
Since the evaluation map is weak* continuous and
\[
S(A) = \bracs{\phi \in A^*|\dpn{1, \phi}{A} = 1} \cap \bigcap_{\substack{x \in A \\ x \ge 0}}\bracs{\phi \in A^*|\dpn{x, \phi}{A} \ge 0}
\]
the state space is an intersection of convex and weak*-closed sets, so it is closed and convex.
By \autoref{theorem:cstar-positive-algebraic}, $S(A) \subset \ol{B_{A^*}(0, 1)}$, which is weak* compact by the \hyperref[Banach-Alaoglu Theorem]{theorem:alaoglu}. Therefore $S(A)$ is compact by \autoref{proposition:compact-extensions}.
By the \hyperref[Krein-Milman Theorem]{theorem:krein-milman}, $S(A)$ is the weak*-closed convex hull of $P(A)$.
\end{proof}
\begin{proposition}
\label{proposition:multiplicative-pure-state}
Let $A$ be a unital $C^*$-algebra, then:
\begin{enumerate}
\item $\Omega(A) \subset P(A)$.
\item If $A$ is commutative, then $\Omega(A) = P(A)$.
\end{enumerate}
\end{proposition}
\begin{proof}
(1): Let $\phi \in \Omega(A)$. By \autoref{proposition:multiplicative-unit}, $\norm{\phi}_{A^*} = \dpn{1, \phi}{A} = 1$. Thus $\phi$ is a state by \autoref{theorem:cstar-positive-algebraic}, and $\Omega(A) \subset S(A)$.
Let $\psi, \rho \in S(A)$ and $t \in (0, 1)$ such that $\phi = (1 - t)\psi + t\rho$, then for each $x \in \ker(\phi)$, $x^*x \in \ker(\phi)$ as well. As $t \ne 0$, $x^*x \in \ker(\psi)$ and $x^*x \in \ker(\rho)$. By the \hyperref[Cauchy-Schwarz inequality]{definition:cstar-state-pseudo-inner-product},
\[
|\dpn{x, \psi}{A}|^2 = |\dpn{1^*x, \psi}{A}|^2 \le \dpn{1, \psi}{A} \cdot \dpn{x^*x, \psi}{A} = 0
\]
Likewise, $\dpn{x, \rho}{A} = 0$ as well. Hence $\ker(\psi), \ker(\rho) \supset \ker(\phi)$. Thus there exist scalars $\alpha, \beta \in \complex$ such that $\phi = \alpha \psi = \beta \rho$. However, since $\phi, \psi, \rho \in S(A)$, $\alpha = \beta = 1$, and $\phi = \psi = \rho$. Therefore $\phi$ is a pure state.
(2): Using the \hyperref[Gelfand-Naimark Theorem]{theorem:gelfand-naimark}, identify $A$ with $C(\Omega(A); \complex)$ and $S(A)$ as Radon probability measures on $\Omega(A)$.
Let $\cm = \bracs{t\mu|\mu \in S(A), t \in [0, 1]}$. By \autoref{proposition:space-of-measures-extreme-points}, the extreme points of $\cm$ are the delta masses $\bracs{\delta_x|x \in \Omega(A)}$, and possibly $0$. For any $\mu \in S(A)$, $\nu, \rho \in \cm$, and $t \in (0, 1)$, $\mu = (1 - t)\nu + t\rho$ implies that $\nu(\Omega(A)) = \rho(\Omega(A)) = 1$, and $\nu, \rho \in S(A)$ as well. Thus the extreme points of $S(A)$ are exactly the delta masses $\bracs{\delta_x|x \in \Omega(A)}$, which correspond to $\Omega(A)$ itself.
\end{proof}
\begin{theorem}[Extension of States]
\label{theorem:cstar-pure-state-extension}
Let $A$ be a unital $C^*$-algebra, $B \subset A$ be a $C^*$-subalgebra with $1_A \in B$, and $\phi \in S(B)$, then
\begin{enumerate}
\item There exists $\Phi \in S(A)$ such that $\Phi|_B = \phi$.
\item If $\phi \in P(B)$, then there exists $\Phi \in P(A)$ such that $\Phi|_B = \phi$.
\end{enumerate}
\end{theorem}
\begin{proof}
(1): By \autoref{theorem:cstar-positive-algebraic}, $\norm{\phi}_{B^*} = \dpn{1_A, \phi}{B}$. By the \hyperref[Hahn-Banach Theorem]{theorem:hahn-banach}, there exists $\Phi \in A^*$ such that $\Phi|_B = \phi$ and $\norm{\Phi}_{A^*} = \norm{\phi}_{B^*} = \dpn{1_A, \Phi}{A}$. Thus \autoref{theorem:cstar-positive-algebraic} implies that $\Phi \in S(A)$.
(2): Let $E(\phi) = \bracs{\Phi \in S(A)|\Phi|_B = \phi}$ be the collection of all extensions of $\phi$, then $E(\phi)$ is a weak*-closed convex subset of $S(A)$. By (1), $E(\phi)$ is non-empty, and as such admits an extreme point $\Phi$ by the \hyperref[Krein-Milman Theorem]{theorem:krein-milman}.
Let $\psi, \rho \in S(A)$ and $t \in (0, 1)$ such that $\Phi = (1 - t)\psi + t\rho$. In which case, $\phi = (1 - t)\psi|_B + t\rho|_B$. Since $\phi \in P(B)$, $\phi = \psi|_B = \rho|_B$, so $\psi, \rho \in E(\phi)$. As $\Phi$ is an extreme point of $E(\phi)$, $\Phi = \psi = \rho$. Therefore $\Phi \in P(A)$.
\end{proof}
\begin{corollary}
\label{corollary:cstar-positive-property-probe}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be normal, then\footnote{The crude bound seems kind of tragic, but it wouldn't be true otherwise. }
\begin{align*}
\sigma_A(x) &\subset \bracs{\dpn{x, \phi}{A}|\phi \in P(A)} \\
&\subset \bracs{\dpn{x, \phi}{A}|\phi \in S(A)} = \ol{\text{Conv}}(\sigma_A(x))
\end{align*}
In particular, there exists $\phi \in P(A)$ such that $\norm{x}_A = |\dpn{x, \phi}{A}|$.
\end{corollary}
\begin{proof}
Let $\lambda \in \sigma_A(x)$. By \autoref{proposition:gelfand-transform-gymnastics}, there exists $\phi \in \Omega(A[x])$ such that $\dpn{x, \phi}{A[x]} = \lambda$. By \autoref{proposition:multiplicative-pure-state}, $\phi \in P(A[x])$. The \hyperref[pure state extension theorem]{theorem:cstar-pure-state-extension} implies that there exists $\Phi \in P(A)$ such that $\Phi|_{A[x]} = \phi$. Thus $\Phi$ is a pure state with $\dpn{x, \Phi}{A} = \lambda$, and $ \sigma_A(x) \subset \bracs{\dpn{x, \Phi}{A}|\Phi \in P(A)}$.
Let $\Phi \in S(A)$ and $\phi = \Phi|_{A[x]}$, then $\phi \in S(A[x])$ as well. By the \hyperref[Gelfand-Naimark Theorem]{theorem:gelfand-naimark}, the \hyperref[Spectral Theorem]{theorem:spectral-c-star}, and the \hyperref[Riesz Representation Theorem]{theorem:riesz-radon}, $\phi$ takes the form of a Radon probability measure $\mu$ on $\sigma_A(x)$. In which case,
\[
\dpn{x, \Phi}{A} = \dpn{x, \phi}{A[x]} = \int_{\sigma_A(x)}\lambda \mu(d\lambda) \in \ol{\text{Conv}}(\sigma_A(x))
\]
Finally, since $S(A)$ is compact and convex by \autoref{proposition:state-space-compact-convex},
\begin{align*}
\bracs{\dpn{x, \phi}{A}|\phi \in S(A)} &= \ol{\text{Conv}}(\bracs{\dpn{x, \phi}{A}|\phi \in P(A)}) \\
&\subset \ol{\text{Conv}}(\sigma_A(x))
\end{align*}
by \autoref{proposition:compact-extensions} and \autoref{proposition:closure-of-image}.
\end{proof}
\begin{theorem}
\label{theorem:cstar-state-existence}
Let $A$ be a unital $C^*$-algebra, $x \in A$, and $\lambda \in \sigma_A(x)$, then there exists $\phi \in S(A)$ such that $\dpn{x, \phi}{A} = \lambda$.
\end{theorem}
\begin{proof}[Proof, {{\cite[Theorem 13.7]{Zhu}}}. ]
Let $B = \text{span}\bracs{x, 1}$. For each $\alpha x + \beta \in B$, let $\dpn{\alpha x + \beta, \phi_0}{B} = \alpha \lambda + \beta$. Since $\sigma_A(1) = \bracs{1}$, $\phi_0 \in B^*$ is a well-defined linear functional with $\dpn{x, \phi_0}{B} = \lambda$ and $\dpn{1, \phi_0}{B} = 1$.
In addition, for each $\alpha x + \beta \in B$, $\alpha \lambda + \beta \in \sigma_A(\alpha x + \beta)$ by \autoref{proposition:commutative-spectrum-gymnastics}, and
\[
|\alpha \lambda + \beta| \le [\alpha x + \beta]_{sp} \le \norm{\alpha x + \beta}_A
\]
Thus $\norm{\phi_0}_{B^*} = \dpn{1, \phi_0}{B} = 1$. By the \hyperref[Hahn-Banach Theorem]{theorem:hahn-banach}, there exists $\phi \in A^*$ such that $\phi|_B = \phi_0$ and $\norm{\phi}_{A^*} = \norm{\phi_0}_{B^*}$. In which case, $\dpn{x, \phi}{A} = \lambda$ and $\dpn{1, \phi}{A} = \norm{\phi}_{A^*} = 1$. By \autoref{theorem:cstar-positive-algebraic}, $\phi$ is positive and hence a state.
\end{proof}
\begin{corollary}
\label{corollary:cstar-positive-weakstar-dense}
Let $A$ be a unital $C^*$-algebra, then:
\begin{enumerate}
\item For each $x \in A$, $x = 0$ if and only if $\dpn{x, \phi}{A} = 0$ for all $\phi \in P(A)$.
\item The linear span of $P(A)$ is weak*-dense in $A^*$.
\end{enumerate}
Moreover, for any $x \in A$,
\begin{enumerate}[start=2]
\item $x$ is self-adjoint if and only if $\dpn{x, \phi}{A} \in \real$ for all $\phi \in P(A)$.
\item $x$ is positive if and only if $\dpn{x, \phi}{A} \ge 0$ for all $\phi \in P(A)$.
\end{enumerate}
\end{corollary}
\begin{proof}[Proof, {{\cite[Theorem 13.9]{Zhu}}}. ]
(1): Let $x \in A$ such that $\dpn{x, \phi}{A} = 0$ for all $\phi \in P(A)$. First suppose that $x$ is self-adjoint. By \autoref{theorem:cstar-state-existence}, $\sigma_A(x) = \bracs{0}$, and $\norm{x}_A = [x]_{sp} = 0$ by \autoref{theorem:c-star-normal-spectral-radius}.
Now suppose that $x$ is arbitrary. In this case, for each $\phi \in P(A)$,
\[
0 = \text{Re}(\dpn{x, \phi}{A}) = \dpn{\text{Re}(x), \phi}{A}
\]
because $\phi$ is Hermitian. Similarly, $\dpn{\text{Im}(x), \phi}{A} = 0$ as well. Thus $\text{Re}(x) = \text{Im}(x) = 0$, and $x = 0$ as well.
(2): Since the linear span of $P(A)$ separates points in $A$, it is weak*-dense in $A^*$ by \autoref{lemma:duality-dense}.
(3): Let $\phi \in P(A)$, then $\phi$ is Hermitian. If $x$ is self-adjoint, then $\dpn{x, \phi}{A} \in \real$.
On the other hand, if $\dpn{x, \phi}{A} \in \real$, then $\dpn{x, \phi}{A} = \dpn{x^*, \phi}{A}$, and $\dpn{x - x^*, \phi}{A} =0 $. If this holds for all $\phi \in P(A)$, then $x - x^* = 0$ by (1), and $x$ is self-adjoint.
(4): Let $\phi \in P(A)$, then $\phi$ is positive. Thus if $x$ is positive, $\dpn{x, \phi}{A} \ge 0$.
On the other hand, if $\dpn{x, \phi}{A} \ge 0$ for all $\phi \in P(A)$, then $x$ is self-adjoint by (3). By \autoref{corollary:cstar-positive-property-probe}, $\sigma_A(x) \subset [0, \infty)$. As such, $x$ is positive by \autoref{corollary:spectrum-characterisation-iff}.
\end{proof}

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\section{Subalgebras}
\label{section:sub-c-star-algebras}
\begin{definition}[Generated Subalgebra]
\label{definition:generated-subalgebra}
Let $A$ be a unital $C^*$-algebra and $S \subset A$, then $A[S]$ is the smallest $C^*$-subalgebra of $A$ containing $1$ and $S$.
\end{definition}
\begin{proposition}
\label{proposition:generated-subalgebra-dense}
Let $A$ be a unital $C^*$-algebra, $S \subset A$, and $\mathcal{S} = S \cup \bracs{x^*|x \in S}$, then
\begin{enumerate}
\item The linear span
\[
\text{span}\bracs{\prod_{j = 1}^n x_j \bigg | \seqf{x_j} \subset \mathcal{S}}
\]
is dense in $A[S]$.
\item If for any $x, y \in \mathcal{S}$, $xy = yx$, then $A[S]$ is commutative.
\item For any normal element $x \in A$, $A[x]$ is commutative.
\end{enumerate}
\end{proposition}
% Obvious so omitted.
\begin{proposition}
\label{proposition:c-star-algebra-preserve-gl}
Let $A$ be a unital $C^*$-algebra, $B \subset A$ be a $C^*$-subalgebra containing $1$, then $G(B) = G(A) \cap B$.
\end{proposition}
\begin{proof}
Let $x \in G(A) \cap B$, then $x^*x \in G(A) \cap B$ as well. In particular, $0 \not\in \sigma_A(x^*x)$. Since $x^*x \in A_{sa}$, $\sigma_A(x^*x) \subset \real$ by \autoref{proposition:self-adjoint-spectrum}. By \autoref{proposition:spectrum-subalgebra-gymnastics}, $\partial \sigma_B(x^*x) \subset \sigma_A(x^*x) \subset \real$. Thus $\sigma_B(x^*x) \subset \real$ as well, which means that $\partial \sigma_B(x^*x) = \sigma_B(x^*x) = \sigma_A(x^*x)$. Therefore $0 \not\in \sigma_A(x^*x) = \sigma_B(x^*x)$, $x^*x \in G(B)$, and $x \in G(B)$.
\end{proof}
\begin{corollary}
\label{corollary:c-star-algebra-preserve-spectrum}
Let $A$ be a unital $C^*$-algebra, $B \subset A$ be a $C^*$-subalgebra containing $1$, and $x \in B$, then $\sigma_A(x) = \sigma_B(x)$.
\end{corollary}
\begin{proof}
By \autoref{proposition:c-star-algebra-preserve-gl}.
\end{proof}

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\section{Unitary Elements}
\label{section:unitary-c-star}
\begin{definition}[Unitary]
\label{definition:unitary-element}
Let $A$ be a unital $C^*$-algebra and $x \in A$, then $x$ is \textbf{unitary} if $x \in G(A)$ and $x^* = x^{-1}$.
\end{definition}
\begin{lemma}
\label{lemma:unitary-unit}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be unitary, then $\norm{x}_A = 1$.
\end{lemma}
\begin{proof}
$\normn{x^2}_A = \norm{xx^*}_A = \norm{1}_A = 1$.
\end{proof}
\begin{definition}[Unitarily Equivalent]
\label{definition:unitary-equivalent}
Let $A$ be a unital $C^*$-algebra and $x, y \in A$, then $x$ and $y$ are \textbf{unitarily equivalent} if there exists a unitary element $u \in A$ such that $x = uyu^*$.
\end{definition}
\begin{lemma}
\label{lemma:unitary-equivalent-same-stuff}
Let $A$ be a unital $C^*$-algebra and $x, y \in A$ be unitarily equivalent, then:
\begin{enumerate}
\item $\norm{x}_A = \norm{y}_A$.
\item $\sigma_A(x) = \sigma_A(y)$.
\end{enumerate}
\end{lemma}
\begin{proof}
(1): Let $u \in A$ be unitary such that $x = uyu^*$, then $\norm{x}_A \le \norm{u}_A\norm{x}_A\normn{u^*}_A$. By \autoref{lemma:unitary-unit} and (1) of \autoref{proposition:c-star-algebra-gymnastics}, $\norm{u}_A = \normn{u^*}_A = 1$, so $\norm{x}_A \le \norm{y}_A$. As the argument is symmetric, $\norm{x}_A = \norm{y}_A$.
(2): Let $\lambda \in \complex$, then
\[
u(y - \lambda)u^* = uyu^* - \lambda uu^* = uyu^* - \lambda = x - \lambda
\]
Since $u, u^* \in G(A)$, $x - \lambda \in G(A)$ if and only if $y - \lambda \in G(A)$. Therefore $\sigma_A(x) = \sigma_A(y)$.
\end{proof}
\begin{proposition}
\label{proposition:unitary-spectrum}
Let $A$ be a unital $C^*$-algebra and $x \in A$ be unitary, then $\sigma_A(x) \subset \partial B_\complex(0, 1)$.
\end{proposition}
\begin{proof}[Proof, {{\cite[Proposition 8.2]{Zhu}}}. ]
By \autoref{lemma:unitary-unit}, $\norm{x}_A = 1$, so $\sigma_A(x) \subset \ol{B_\complex(0, 1)}$. Thus
\[
\bracsn{\ol{\lambda}|\lambda \in \sigma_A(x)} = \sigma_A(x^*) = \sigma_A(x^{-1}) \subset \ol{\complex \setminus B_\complex(0, 1)}
\]
by (4) of \autoref{proposition:c-star-algebra-gymnastics}. For any $\lambda \in \complex$, $\lambda \in \ol{B_\complex(0, 1)}$ and $\ol \lambda \in \ol{\complex \setminus B_\complex(0, 1)}$ if and only if $|\lambda| = 1$. Therefore $\sigma_A(x) \subset \partial B_\complex(0, 1)$.
\end{proof}

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@@ -17,7 +17,7 @@
is a homeomorphism. Under the identification $\beta X = \Omega(BC(X; \complex))$, $\Gamma_{BC(X; \complex)} = \beta$. is a homeomorphism. Under the identification $\beta X = \Omega(BC(X; \complex))$, $\Gamma_{BC(X; \complex)} = \beta$.
\end{theorem} \end{theorem}
\begin{proof}[Proof, {{\cite[Theorem I.6.4]{Zhu}}}. ] \begin{proof}[Proof, {{\cite[Theorem 6.4]{Zhu}}}. ]
Let $\phi \in BC(X; \complex)^* \setminus \ol{E(X)}$, then there exists $\seqf{f_k} \subset BC(X; \complex)$ and $\eps > 0$ such that for every $x \in X$, Let $\phi \in BC(X; \complex)^* \setminus \ol{E(X)}$, then there exists $\seqf{f_k} \subset BC(X; \complex)$ and $\eps > 0$ such that for every $x \in X$,
\[ \[
f(x) = \sum_{k = 1}^n |f_k(x) - \dpn{f_k, \phi}{BC(X; \complex)}|^2 \ge \eps^2 f(x) = \sum_{k = 1}^n |f_k(x) - \dpn{f_k, \phi}{BC(X; \complex)}|^2 \ge \eps^2

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@@ -3,12 +3,12 @@
\begin{definition}[$C_0(X)$] \begin{definition}[$C_0(X)$]
\label{definition:vanishing-infinity-algebra} \label{definition:vanishing-infinity-algebra}
Let $X$ be a LCH space, then $C_0(X; \complex)$ equipped with pointwise operations and the uniform norm is a $C^*$-algebra. Let $X$ be an LCH space, then $C_0(X; \complex)$ equipped with pointwise operations and the uniform norm is a $C^*$-algebra.
\end{definition} \end{definition}
\begin{theorem} \begin{theorem}
\label{theorem:vanishing-infinity-multiplicative-functional} \label{theorem:vanishing-infinity-multiplicative-functional}
Let $X$ be a LCH space, then the mapping Let $X$ be an LCH space, then the mapping
\[ \[
E: X \to \Omega(C_0(X)) \quad E(x)(f) = f(x) E: X \to \Omega(C_0(X)) \quad E(x)(f) = f(x)
\] \]

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@@ -26,3 +26,61 @@
\begin{proof} \begin{proof}
(1), (2): By \autoref{proposition:matrix-algebra-spectrum}, $\sigma(x)$ is finite. By \autoref{proposition:log-identity-component}, there exists $y \in M_n(\complex)$ such that $x = \exp(y)$. In which case, $x \in G_0(M_n(\complex))$. (1), (2): By \autoref{proposition:matrix-algebra-spectrum}, $\sigma(x)$ is finite. By \autoref{proposition:log-identity-component}, there exists $y \in M_n(\complex)$ such that $x = \exp(y)$. In which case, $x \in G_0(M_n(\complex))$.
\end{proof} \end{proof}
\begin{proposition}
\label{proposition:matrix-algebra-state-space}
Let $n \in \natp$. For each $y \in M_n(\complex)$, let
\[
\phi_y: M_n(\complex) \to \complex \quad x \mapsto \dpn{x, y}{F} = \text{tr}(y^*x)
\]
then the following are equivalent:
\begin{enumerate}
\item $\phi_y \in S(M_n(\complex))$.
\item $y \ge 0$ and $\text{tr}(y) = 1$.
\end{enumerate}
\end{proposition}
% "Obvious" so won't prove.
\begin{proposition}
\label{proposition:matrix-algebra-pure-state}
Let $n \in \natp$. For each $y \in M_n(\complex)$, let
\[
\phi_y: M_n(\complex) \to \complex \quad x \mapsto \dpn{x, y}{F} = \text{tr}(y^*x)
\]
then the following are equivalent:
\begin{enumerate}
\item $\phi_y$ is a pure state of $M_n(\complex)$.
\item $y$ is a projection operator with rank $1$.
\item There exists $v \in \complex^n$ with $\norm{v}_{\complex^n} = 1$ such that $\dpn{x, \phi_y}{M_n(\complex)} = \dpn{xv, v}{\complex^n}$ for all $x \in M_n(\complex)$.
\end{enumerate}
\end{proposition}
\begin{proof}
(1) $\Leftrightarrow$ (2): By \autoref{proposition:matrix-algebra-state-space}, $y \ge 0$ with $\text{tr}(y) = 1$. Via an orthogonal change of coordinates, assume without loss of generality that $y$ is diagonal. In which case, $y$ corresponds to an extreme point of $S(M_n(\complex))$ if and only if it is of rank $1$. As $\text{tr}(y) = 1$, $y$ is a projection.
(2) $\Rightarrow$ (3): Let $v \in \complex^n$ be a unit eigenvector of $y$, then for each $x \in M_n(\complex)$,
\[
\dpn{x, \phi_y}{M_n(\complex)} = \text{tr}(y^*x) = \text{tr}(yx) = \dpn{xv, v}{\complex^n}
\]
\end{proof}
\begin{example}
\label{proposition:spectrum-pure-state-counterexample}
Let
\[
A = \begin{bmatrix}
1 & 0 \\
0 & -1
\end{bmatrix}
\]
then $A$ is a self-adjoint element of $M_2(\complex)$. By \autoref{proposition:matrix-algebra-pure-state}, the mapping $T \mapsto \dpn{Tv, v}{\complex^2}$ is a pure state on $M_2(\complex)$ for every unit vector $v \in \complex^2$. In particular, if $v = (\sqrt{2}, \sqrt{2})/2$, then $\dpn{Tv, v}{\complex^2} = 0 \not\in \sigma_{M_2(\complex)}(A)$. Therefore
\[
\sigma_{M_2(\complex)}(A) \subsetneq \bracsn{\dpn{T, \phi}{M_2(\complex)}|\phi \in P(M_2(\complex))}
\]
\end{example}

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@@ -14,6 +14,11 @@
$\Omega(A)$ & Space of multiplicative functionals on $A$. & \autoref{definition:multiplicative-functional} \\ $\Omega(A)$ & Space of multiplicative functionals on $A$. & \autoref{definition:multiplicative-functional} \\
$\cm(A)$ & Maximal ideal space of $A$. & \autoref{definition:maximal-ideal} \\ $\cm(A)$ & Maximal ideal space of $A$. & \autoref{definition:maximal-ideal} \\
$\Gamma = \Gamma_A$ & The Gelfand transform on $A$. & \autoref{definition:gelfand-transform} \\ $\Gamma = \Gamma_A$ & The Gelfand transform on $A$. & \autoref{definition:gelfand-transform} \\
$A[S]$ & $C^*$-subalgebra of $A$ generated by $S \subset A$. & \autoref{definition:generated-subalgebra} \\
$S(A)$ & State space of a $C^*$-algebra $A$. & \autoref{definition:cstar-state} \\
$P(A)$ & Pure state space of a $C^*$-algebra $A$. & \autoref{definition:pure-state} \\
$\dpn{x, y}{\phi}$ & Defined as $\dpn{y^*x, \phi}{A}$, the pseudo inner product associated to a positive linear functional. & \autoref{definition:cstar-state-pseudo-inner-product} \\
$(H_\phi, \pi_\phi, \xi_\phi)$ & GNS triple associated with $\phi \in S(A)$. & \autoref{definition:gns-triple} \\
$M_n(\complex)$ & Algebra of $n \times n$ matrices over $\complex$. & \autoref{definition:matrix-algebra} \\ $M_n(\complex)$ & Algebra of $n \times n$ matrices over $\complex$. & \autoref{definition:matrix-algebra} \\
$B(H)$ & Algebra of bounded operators on a Hilbert space. & \autoref{definition:hilbert-endomorphism} \\ $B(H)$ & Algebra of bounded operators on a Hilbert space. & \autoref{definition:hilbert-endomorphism} \\

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@@ -41,7 +41,7 @@
(\bp_{s+t}\one_A)(x) = \int \one_A(y)P_{s+t}(x, dy) = \int P_t(y, A)P_s(x, dy) = \int \int \one_A(z)P_t(y, dz)P_s(x, dy) (\bp_{s+t}\one_A)(x) = \int \one_A(y)P_{s+t}(x, dy) = \int P_t(y, A)P_s(x, dy) = \int \int \one_A(z)P_t(y, dz)P_s(x, dy)
\] \]
Let $f: X \to \complex$ bounded and $(\cm, \cb_\complex)$-measurable. By \autoref{proposition:measurable-simple-separable-norm}, there exists $\seq{f_n} \subset \Sigma(X; \complex)$ such that $\abs{f_n} \le \abs{f}$ for all $n \in\nat$, and $f_n \to f$ pointwise. By the \hyperref[Dominated Convergence Theorem]{theorem:dct}, Let $f: X \to \complex$ bounded and $(\cm, \cb_\complex)$-measurable. By \autoref{corollary:measurable-simple-separable-norm}, there exists $\seq{f_n} \subset \Sigma(X; \complex)$ such that $\abs{f_n} \le \abs{f}$ for all $n \in\nat$, and $f_n \to f$ pointwise. By the \hyperref[Dominated Convergence Theorem]{theorem:dct},
\begin{align*} \begin{align*}
(\bp_{s+t}f)(x) &= \limv{n}\int f_n(y)P_{s+t}(x, dy) = \limv{n}\iint f_n(z)P_t(y, dz)P_s(x, dy) \\ (\bp_{s+t}f)(x) &= \limv{n}\int f_n(y)P_{s+t}(x, dy) = \limv{n}\iint f_n(z)P_t(y, dz)P_s(x, dy) \\
&= \int \int f_n(z)P_t(y, dz)P_s(x, dy) = (\bp_s\bp_t) f(x) &= \int \int f_n(z)P_t(y, dz)P_s(x, dy) = (\bp_s\bp_t) f(x)

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@@ -17,7 +17,7 @@ For details regarding the complex-valued cased, in particular its properties as
\begin{enumerate} \begin{enumerate}
\item $C_0(X; E) \subset BC(X; E)$. \item $C_0(X; E) \subset BC(X; E)$.
\item $C_0(X; E)$ is a closed subspace of $BC(X; E)$ with respect to the uniform topology. In particular, if $E$ is complete, then so is $C_0(X; E)$. \item $C_0(X; E)$ is a closed subspace of $BC(X; E)$ with respect to the uniform topology. In particular, if $E$ is complete, then so is $C_0(X; E)$.
\item If $X$ is a LCH space, then $C_c(X; E)$ is a dense subspace of $C_0(X; E)$ with respect to the uniform topology. \item If $X$ is an LCH space, then $C_c(X; E)$ is a dense subspace of $C_0(X; E)$ with respect to the uniform topology.
\end{enumerate} \end{enumerate}
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}
@@ -44,7 +44,7 @@ For details regarding the complex-valued cased, in particular its properties as
\begin{proposition} \begin{proposition}
\label{proposition:c0-tensor} \label{proposition:c0-tensor}
Let $X$ be a LCH space and $E$ be a locally convex space over $K \in \RC$. Identify $C_0(X; K) \otimes E$ as a subspace of $C_0(X; E)$ under the natural map Let $X$ be an LCH space and $E$ be a locally convex space over $K \in \RC$. Identify $C_0(X; K) \otimes E$ as a subspace of $C_0(X; E)$ under the natural map
\[ \[
C_0(X; K) \otimes E \to C_0(X; E) \quad \sum_{j = 1}^n \phi_j \otimes x_j \mapsto \sum_{j = 1}^n x_j \cdot \phi_j C_0(X; K) \otimes E \to C_0(X; E) \quad \sum_{j = 1}^n \phi_j \otimes x_j \mapsto \sum_{j = 1}^n x_j \cdot \phi_j
\] \]

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@@ -19,9 +19,7 @@
U_J = \bigcup_{j \in J}E_j^c U_J = \bigcup_{j \in J}E_j^c
\] \]
then $U_J \subset X$ is open. For any $J, J' \subset I$, $U_J \cup U_{J'} = U_{J \cup J'}$. then $U_J \subset X$ is open. Suppose for contradiction that $\bigcap_{i \in I}E_i = \emptyset$, then
Suppose for contradiction that $\bigcap_{i \in I}E_i = \emptyset$, then
\[ \[
\mathbf{U} = \bracs{U_J|J \subset I \text{ finite}} \mathbf{U} = \bracs{U_J|J \subset I \text{ finite}}
\] \]

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@@ -73,7 +73,7 @@
\begin{lemma} \begin{lemma}
\label{lemma:lch-compactification-open} \label{lemma:lch-compactification-open}
Let $X$ be a LCH space and $(Y, \varphi)$ be a compactification of $X$, then $\varphi(X) \subset Y$ is open. Let $X$ be an LCH space and $(Y, \varphi)$ be a compactification of $X$, then $\varphi(X) \subset Y$ is open.
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
For each $x \in X$, let $U \in \cn_X(x)$ be a compact neighbourhood. Since $Y$ is a compact Hausdorff space, $\varphi(U)$ is closed by \autoref{proposition:compact-closed}. As $\varphi \in C(X; Y)$ is an embedding, there exists $V \in \cn_Y(\varphi(x))$ such that $\varphi(U) = \varphi(X) \cap V$. Given that $\varphi(X)$ is dense in $Y$, $\varphi(U) = \ol{\varphi(X) \cap V} \supset V$. Therefore $\varphi(U) \in \cn_{Y}(\varphi(x))$, and $\varphi(X)$ is open in $Y$. For each $x \in X$, let $U \in \cn_X(x)$ be a compact neighbourhood. Since $Y$ is a compact Hausdorff space, $\varphi(U)$ is closed by \autoref{proposition:compact-closed}. As $\varphi \in C(X; Y)$ is an embedding, there exists $V \in \cn_Y(\varphi(x))$ such that $\varphi(U) = \varphi(X) \cap V$. Given that $\varphi(X)$ is dense in $Y$, $\varphi(U) = \ol{\varphi(X) \cap V} \supset V$. Therefore $\varphi(U) \in \cn_{Y}(\varphi(x))$, and $\varphi(X)$ is open in $Y$.
@@ -83,7 +83,7 @@
\begin{definition}[One-Point Compactification] \begin{definition}[One-Point Compactification]
\label{definition:alexandroff-compactification} \label{definition:alexandroff-compactification}
Let $(X, \mathcal{T})$ be a LCH space, then there exists a pair $(X^*, \iota)$ such that: Let $(X, \mathcal{T})$ be an LCH space, then there exists a pair $(X^*, \iota)$ such that:
\begin{enumerate} \begin{enumerate}
\item $(X^*, \iota)$ is a compactification of $X$. \item $(X^*, \iota)$ is a compactification of $X$.
\item[(U)] For any pair $(Y, \varphi)$ satisfying (1), there exists a unique $\varphi^* \in C(Y; X^*)$ such that the following diagram commutes: \item[(U)] For any pair $(Y, \varphi)$ satisfying (1), there exists a unique $\varphi^* \in C(Y; X^*)$ such that the following diagram commutes:

View File

@@ -26,3 +26,5 @@
\input{./baire.tex} \input{./baire.tex}
\input{./cube.tex} \input{./cube.tex}
\input{./compactify.tex} \input{./compactify.tex}
\input{./preimage.tex}
\input{./stonean.tex}

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@@ -20,7 +20,7 @@
\begin{lemma} \begin{lemma}
\label{lemma:lch-compact-neighbour} \label{lemma:lch-compact-neighbour}
Let $X$ be a LCH space, $K \subset X$ be compact, and $U \in \cn(K)$, then there exits $V \in \cn^o(K)$ relatively compact such that $K \subset V \subset \ol{V} \subset U$. Let $X$ be an LCH space, $K \subset X$ be compact, and $U \in \cn(K)$, then there exits $V \in \cn^o(K)$ relatively compact such that $K \subset V \subset \ol{V} \subset U$.
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
For each $x \in K$, there exists $V_x \in \cn^o(x)$ be relatively compact such that $x \in V_x \subset \overline{V_x} \subset U$ by (3) of \autoref{definition:lch}. Since $K$ is compact, there exists $\seqf{x_j} \subset K$ such that For each $x \in K$, there exists $V_x \in \cn^o(x)$ be relatively compact such that $x \in V_x \subset \overline{V_x} \subset U$ by (3) of \autoref{definition:lch}. Since $K$ is compact, there exists $\seqf{x_j} \subset K$ such that
@@ -38,7 +38,7 @@
\begin{lemma}[Urysohn's Lemma (LCH)] \begin{lemma}[Urysohn's Lemma (LCH)]
\label{lemma:lch-urysohn} \label{lemma:lch-urysohn}
Let $X$ be a LCH space, $K \subset X$ be compact, and $U \in \cn(K)$, then there exists $F \in C_c(X; [0, 1])$ such that $\supp{F} \subset U$. Let $X$ be an LCH space, $K \subset X$ be compact, and $U \in \cn(K)$, then there exists $F \in C_c(X; [0, 1])$ such that $\supp{F} \subset U$.
\end{lemma} \end{lemma}
\begin{proof}[Proof, {{\cite[Lemma 4.32]{Folland}}}. ] \begin{proof}[Proof, {{\cite[Lemma 4.32]{Folland}}}. ]
By \autoref{lemma:lch-compact-neighbour}, there exists $V, W \in \cn^o(K)$ relatively compact such that By \autoref{lemma:lch-compact-neighbour}, there exists $V, W \in \cn^o(K)$ relatively compact such that
@@ -61,7 +61,7 @@
\begin{theorem}[Tietze Extension Theorem (LCH)] \begin{theorem}[Tietze Extension Theorem (LCH)]
\label{theorem:lch-tietze} \label{theorem:lch-tietze}
Let $X$ be a LCH space, $K \subset X$ be compact, $U \in \cn^o(K)$, and $f \in C(K; \real)$, then there exists $F \in C_c(U; \real)$ such that $F|_K = f$. Let $X$ be an LCH space, $K \subset X$ be compact, $U \in \cn^o(K)$, and $f \in C(K; \real)$, then there exists $F \in C_c(U; \real)$ such that $F|_K = f$.
\end{theorem} \end{theorem}
\begin{proof} \begin{proof}
By \autoref{lemma:lch-compact-neighbour}, there exists $V, W \in \cn^o(K)$ relatively compact such that $K \subset V \subset \ol{V} \subset U$. As $\ol{W}$ is compact, it is normal by \autoref{proposition:compact-hausdorff-normal}. Since $X$ is Hausdorff, $K \subset \ol{W}$ is closed by \autoref{proposition:compact-closed}. By \autoref{lemma:lch-compact-neighbour}, there exists $V, W \in \cn^o(K)$ relatively compact such that $K \subset V \subset \ol{V} \subset U$. As $\ol{W}$ is compact, it is normal by \autoref{proposition:compact-hausdorff-normal}. Since $X$ is Hausdorff, $K \subset \ol{W}$ is closed by \autoref{proposition:compact-closed}.
@@ -79,7 +79,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:lch-compactly-generated} \label{proposition:lch-compactly-generated}
Let $X$ be a LCH space, then: Let $X$ be an LCH space, then:
\begin{enumerate} \begin{enumerate}
\item $X$ is compactly generated. \item $X$ is compactly generated.
\item For any uniform space $Y$, $C(X; Y) \subset Y^X$ is closed with respect to the compact-open topology. \item For any uniform space $Y$, $C(X; Y) \subset Y^X$ is closed with respect to the compact-open topology.
@@ -94,7 +94,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:lch-product} \label{proposition:lch-product}
Let $\seqi{X}$ be a family of LCH spaces. If $X_i$ is compact for all but finitely many $i \in I$, then $X = \prod_{i \in I}X_i$ is a LCH space. Let $\seqi{X}$ be a family of LCH spaces. If $X_i$ is compact for all but finitely many $i \in I$, then $X = \prod_{i \in I}X_i$ is an LCH space.
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}
By \autoref{proposition:product-hausdorff}, $\prod_{i \in I}X_i$ is Hausdorff. Let $x \in \prod_{i \in I}X_i$ and $i \in I$. If $X_i$ is not compact, let $U_i \in \cn_{X_i}(\pi_i(x))$ be compact. Otherwise, let $U_i = X_i$. Let $U = \prod_{i \in I}U_i$, then since $U_i \ne X_i$ for only finitely many $i \in I$, $U \in \cn_X(x)$. By \hyperref[Tychonoff's Theorem]{theorem:tychonoff}, $U$ is compact. Therefore $X$ is locally compact. By \autoref{proposition:product-hausdorff}, $\prod_{i \in I}X_i$ is Hausdorff. Let $x \in \prod_{i \in I}X_i$ and $i \in I$. If $X_i$ is not compact, let $U_i \in \cn_{X_i}(\pi_i(x))$ be compact. Otherwise, let $U_i = X_i$. Let $U = \prod_{i \in I}U_i$, then since $U_i \ne X_i$ for only finitely many $i \in I$, $U \in \cn_X(x)$. By \hyperref[Tychonoff's Theorem]{theorem:tychonoff}, $U$ is compact. Therefore $X$ is locally compact.
@@ -108,7 +108,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:lch-sigma-compact} \label{proposition:lch-sigma-compact}
Let $X$ be a LCH space, then the following are equivalent: Let $X$ be an LCH space, then the following are equivalent:
\begin{enumerate} \begin{enumerate}
\item $X$ is $\sigma$-compact. \item $X$ is $\sigma$-compact.
\item There exists an exhaustion of $X$ by compact sets. \item There exists an exhaustion of $X$ by compact sets.
@@ -134,7 +134,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:lch-partition-of-unity} \label{proposition:lch-partition-of-unity}
Let $X$ be a LCH space, $K \subset X$ be compact, and $\seqi{U}$ be an open cover of $K$, then there exists a $C_c$ partition of unity on $K$ subordinate to $\seqi{U}$. Let $X$ be an LCH space, $K \subset X$ be compact, and $\seqi{U}$ be an open cover of $K$, then there exists a $C_c$ partition of unity on $K$ subordinate to $\seqi{U}$.
\end{proposition} \end{proposition}
\begin{proof}[Proof, {{\cite[Proposition 4.41]{Folland}}}. ] \begin{proof}[Proof, {{\cite[Proposition 4.41]{Folland}}}. ]
Since $K$ is compact, assume without loss of generality that $\seqi{U} = \seqf{U_j}$. Since $K$ is compact, assume without loss of generality that $\seqi{U} = \seqf{U_j}$.
@@ -159,23 +159,24 @@
\end{proof} \end{proof}
\begin{lemma} \begin{lemma}
\label{lemma:lch-locally-finite-relatively compact-refine} \label{lemma:lch-locally-finite-relatively-compact-refine}
Let $X$ be a LCH space and $\ce \subset 2^X$ be a locally finite relatively compact open cover of $X$, then there exists locally finite relatively compact open covers $\bracs{F_E}_{E \in \ce}, \bracs{G_E}_{E \in \ce} \subset 2^X$ such that for each $E \in \ce$, $F_E \subset \ol{F_E} \subset E \subset \ol{E} \subset G_E$. Let $X$ be an LCH space and $\ce \subset 2^X$ be a locally finite relatively compact open cover of $X$, then there exists locally finite relatively compact open covers $\bracs{F_E}_{E \in \ce}, \bracs{G_E}_{E \in \ce} \subset 2^X$ such that for each $E \in \ce$, $G_E \subset \ol{G_E} \subset E \subset \ol{E} \subset F_E$.
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
$(\bracs{F_E}_{E \in \ce})$: For each $E \in \ce$, $\bracs{F \in \ce|F \cap \ol E \ne \emptyset}$ is finite by \autoref{lemma:locally-finite-compact}. Let $(\bracs{F_E}_{E \in \ce})$: For each $E \in \ce$, $\bracsn{F \in \ce|F \cap \ol E \ne \emptyset}$ is finite by \autoref{lemma:locally-finite-compact}. Let
\[ \[
F_E = \bigcup_{\substack{F \in \ce} \\ F \cap \ol E \ne \emptyset}F F_E = \bigcup_{\substack{F \in \ce \\ F \cap \ol E \ne \emptyset}}F
\] \]
then $F_E \in \cn(\ol{E})$ is relatively compact. then $F_E \in \cn(\ol{E})$ is relatively compact.
Let $N \subset X$ and $E \in \ce$. If $N \cap F_E \ne \emptyset$, then there exists $F \in \ce$ such that $N \cap F \ne \emptyset$ and $F \cap \ol{E} \ne \emptyset$. Thus Let $N \subset X$ and $E \in \ce$. If $N \cap F_E \ne \emptyset$, then there exists $F \in \ce$ such that $N \cap F \ne \emptyset$ and $F \cap \ol{E} \ne \emptyset$. Thus
\[ \begin{align*}
\bracs{E \in \ce|N \cap F_E \ne \emptyset} \subset \bigcup_{\substack{F \in \ce \\ F \cap N \ne \emptyset}}\bracs{E \in \ce|F \cap \ol{E} \ne \emptyset} \subset \bigcup_{\substack{F \in \ce \\ F \cap N \ne \emptyset}}\bracs{E \in \ce|\ol{F} \cap \ol{E} \ne \emptyset} \bracs{E \in \ce|N \cap F_E \ne \emptyset} &\subset \bigcup_{\substack{F \in \ce \\ F \cap N \ne \emptyset}}\bracs{E \in \ce|F \cap \ol{E} \ne \emptyset}
\] \end{align*}
By \autoref{lemma:locally-finite-closure}, $\bracsn{\ol E|E \in \ce}$ is also locally finite. Hence for every $F \in \ce$, $\bracsn{E \in \ce|F \cap \ol{E} \ne \emptyset}$ is finite. By \autoref{lemma:locally-finite-closure}, $\bracsn{\ol E|E \in \ce}$ is also locally finite. Hence for every $F \in \ce$, $\bracsn{E \in \ce|F_F \cap \ol{E} \ne \emptyset}$ is finite.
Let $x \in X$, then there exists $N \in \cn(x)$ such that $\bracs{F \in \ce|N \cap F \ne \emptyset}$ is finite. In which case, $\bracs{E \in \ce|N \cap F_E \ne \emptyset}$ is finite as well. Therefore $\bracs{F_E}_{E \in \ce}$ is locally finite. Let $x \in X$, then there exists $N \in \cn(x)$ such that $\bracs{F \in \ce|N \cap F \ne \emptyset}$ is finite. In which case, $\bracs{E \in \ce|N \cap F_E \ne \emptyset}$ is finite as well. Therefore $\bracs{F_E}_{E \in \ce}$ is locally finite.
@@ -187,14 +188,14 @@
\item[(b)] For every $x \in X_E$, $N_x \cap E \ne \emptyset$. \item[(b)] For every $x \in X_E$, $N_x \cap E \ne \emptyset$.
\end{enumerate} \end{enumerate}
Let $X_{\ce} = \bigcup_{E \in \ce}X_\ce$, and for each $E \in \ce$, let Let $X_{\ce} = \bigcup_{E \in \ce}X_E$, and for each $E \in \ce$, let
\[ \[
G_E = \bigcup_{\substack{x \in X_\ce \\ \ol{N_x} \subset E}}N_x G_E = \bigcup_{\substack{x \in X_\ce \\ \ol{N_x} \subset E}}N_x
\] \]
then $\bracs{G_E}_{E \in \ce}$ is an open cover of $X$. Since $G_E \subset E$ for all $E \in \ce$, $\bracs{G_E}_{E \in \ce}$ is locally finite. then $\bracs{G_E}_{E \in \ce}$ is an open cover of $X$. Since $G_E \subset E$ for all $E \in \ce$, $\bracs{G_E}_{E \in \ce}$ is locally finite.
It remains to show that $\ol{G_E} \subset E$. Let $x \in X_F$ such that $N_x \subset E$, then $N_x \cap F \ne \emptyset$. Since $N_x \subset E$, $E \cap F \ne \emptyset$. Thus It remains to show that $\ol{G_E} \subset E$. Let $F \in \ce$ and $x \in X_F$ such that $N_x \subset E$, then $N_x \cap F \ne \emptyset$ and $E \cap F \ne \emptyset$. Thus
\[ \[
\bracsn{x \in X_\ce|\ol{N_x} \subset E} \subset \bigcup_{\substack{F \in \ce \\ E \cap F \ne \emptyset}}X_F \subset \bigcup_{\substack{F \in \ce \\ \ol E \cap F \ne \emptyset}}X_F \bracsn{x \in X_\ce|\ol{N_x} \subset E} \subset \bigcup_{\substack{F \in \ce \\ E \cap F \ne \emptyset}}X_F \subset \bigcup_{\substack{F \in \ce \\ \ol E \cap F \ne \emptyset}}X_F
\] \]
@@ -207,9 +208,9 @@
by \autoref{proposition:closure-finite-union}. by \autoref{proposition:closure-finite-union}.
\end{proof} \end{proof}
\begin{proposition} \begin{theorem}
\label{proposition:lch-paracompact} \label{theorem:lch-paracompact}
Let $X$ be a LCH space, then the following are equivalent: Let $X$ be an LCH space, then the following are equivalent:
\begin{enumerate} \begin{enumerate}
\item $X$ is paracompact. \item $X$ is paracompact.
\item There exists a locally finite relatively compact open cover $\cf$ of $X$. \item There exists a locally finite relatively compact open cover $\cf$ of $X$.
@@ -218,11 +219,11 @@
\item For any open cover $\mathcal{U}$ of $X$, there exists a $C_c(X; [0, 1])$ partition of unity subordinate to it. \item For any open cover $\mathcal{U}$ of $X$, there exists a $C_c(X; [0, 1])$ partition of unity subordinate to it.
\item $X$ admits a $C_c(X; [0, 1])$ partition of unity. \item $X$ admits a $C_c(X; [0, 1])$ partition of unity.
\end{enumerate} \end{enumerate}
\end{proposition} \end{theorem}
\begin{proof} \begin{proof}
(1) $\Rightarrow$ (2): For each $x \in X$, there exists a relatively compact open neighbourhood $U_x \in \cn^o(x)$. Since $\bracs{U_x| x \in X}$ is an open cover of $X$, there exists a locally finite refinement $\mathcal{V}$. For each $V \in \mathcal{V}$, there exists $x \in X$ such that $V \subset U_x$. In which case, $\ol{V} \subset \ol{U_x}$ is compact. (1) $\Rightarrow$ (2): For each $x \in X$, there exists a relatively compact open neighbourhood $U_x \in \cn^o(x)$. Since $\bracs{U_x| x \in X}$ is an open cover of $X$, there exists a locally finite refinement $\mathcal{V}$. For each $V \in \mathcal{V}$, there exists $x \in X$ such that $V \subset U_x$. In which case, $\ol{V} \subset \ol{U_x}$ is compact.
(2) $\Rightarrow$ (3): Let $\cf \subset 2^X$ be a locally finite open cover of $X$ consisting of relatively compact open sets. By \autoref{lemma:lch-locally-finite-relatively compact-refine}, there exists a locally finite open cover $\bracs{G_F}_{F \in \cf}$ of $X$ consisting of relatively compact open sets such that $\ol{F} \subset G_F$ for all $F \in \cf$. (2) $\Rightarrow$ (3): Let $\cf \subset 2^X$ be a locally finite open cover of $X$ consisting of relatively compact open sets. By \autoref{lemma:lch-locally-finite-relatively-compact-refine}, there exists a locally finite open cover $\bracs{G_F}_{F \in \cf}$ of $X$ consisting of relatively compact open sets such that $\ol{F} \subset G_F$ for all $F \in \cf$.
For each $F \in \cf$, let For each $F \in \cf$, let
\[ \[
@@ -231,14 +232,14 @@
then $\mathcal{U}_F$ is a relatively compact open cover of $\ol{F}$. By compactness of $\ol{F}$, there exists $\mathcal{V}_F \subset \mathcal{U}_F$ finite such that $\ol{F} \subset \bigcup_{V \in \mathcal{V}_F}V$. then $\mathcal{U}_F$ is a relatively compact open cover of $\ol{F}$. By compactness of $\ol{F}$, there exists $\mathcal{V}_F \subset \mathcal{U}_F$ finite such that $\ol{F} \subset \bigcup_{V \in \mathcal{V}_F}V$.
Let $\mathcal{V} = \bigcup_{F \in \cf}\mathcal{V}_F$, then $\mathcal{V}$ is a relatively compact open cover of $X$. For any $x \in X$, there exists $N \in \cn(x)$ such that $\bracs{F \in \cf|N \cap G_F}$ is finite. Thus Let $\mathcal{V} = \bigcup_{F \in \cf}\mathcal{V}_F$, then $\mathcal{V}$ is a relatively compact open cover of $X$. For any $x \in X$, there exists $N \in \cn(x)$ such that $\bracs{F \in \cf|N \cap G_F \ne \emptyset}$ is finite. Thus
\[ \[
\bracs{V \in \mathcal{V}| N \cap V} \subset \bigcup_{\substack{F \in \cf \\ N \cap G_F \ne \emptyset}}\mathcal{V}_F \bracs{V \in \mathcal{V}| N \cap V \ne \emptyset} \subset \bigcup_{\substack{F \in \cf \\ N \cap G_F \ne \emptyset}}\mathcal{V}_F
\] \]
is finite, and $\mathcal{V}$ is locally finite. is finite, and $\mathcal{V}$ is locally finite.
(3) $\Rightarrow$ (4): By \autoref{lemma:lch-locally-finite-relatively compact-refine}. (3) $\Rightarrow$ (4): By \autoref{lemma:lch-locally-finite-relatively-compact-refine}.
(4) $\Rightarrow$ (5): Let $\seqi{V}, \seqi{W} \subset 2^X$ be locally finite refinements of $\mathcal{U}$ consisting of relatively compact open sets such that for each $i \in I$, $\ol{W_i} \subset V_i$. (4) $\Rightarrow$ (5): Let $\seqi{V}, \seqi{W} \subset 2^X$ be locally finite refinements of $\mathcal{U}$ consisting of relatively compact open sets such that for each $i \in I$, $\ol{W_i} \subset V_i$.
@@ -260,21 +261,23 @@
(6) $\Rightarrow$ (2): Let $\seqi{f} \subset C_c(X; [0, 1])$ be a partition of unity. For each $i \in I$, let $V_i = \bracs{f_i > 0}$, then $\seqi{V}$ is a locally finite relatively compact open cover of $\mathcal{U}$. (6) $\Rightarrow$ (2): Let $\seqi{f} \subset C_c(X; [0, 1])$ be a partition of unity. For each $i \in I$, let $V_i = \bracs{f_i > 0}$, then $\seqi{V}$ is a locally finite relatively compact open cover of $\mathcal{U}$.
\end{proof} \end{proof}
\begin{proposition} There is a more general fact that paracompact Hausdorff spaces are normal \cite[Theorem 6.41.1]{Munkres}. However, the above characterisation can be abused to quickly obtain the same result with local compactness.
\label{proposition:paracompact-lch-normal}
\begin{corollary}
\label{corollary:paracompact-lch-normal}
Let $X$ be a paracompact LCH space, then $X$ is normal. Let $X$ be a paracompact LCH space, then $X$ is normal.
\end{proposition} \end{corollary}
\begin{proof} \begin{proof}
Let $A, B \subset X$ be disjoint closed sets. By \autoref{proposition:lch-paracompact}, there exists a partition of unity $\seqi{f}$ subordinate to $\bracs{A^c, B^c}$. Let $I = I_A \sqcup I_B$ such that for each $i \in I_A$, $\supp{f_i} \subset B^c$, and for each $i \in I_B$, $\supp{f_i} \subset A^c$. Take $f = \sum_{i \in I_A}f_i$ and $g = \sum_{i \in I_B}f_i$, then since $f|_B = 0$ and $g|_A = 0$, $\bracs{f \ge 2/3} \in \cn_X(A)$ and $\bracs{f \le 1/3} \in \cn_X(B)$. Let $A, B \subset X$ be disjoint closed sets. By \autoref{theorem:lch-paracompact}, there exists a partition of unity $\seqi{f}$ subordinate to $\bracs{A^c, B^c}$. Let $I = I_A \sqcup I_B$ such that for each $i \in I_A$, $\supp{f_i} \subset B^c$, and for each $i \in I_B$, $\supp{f_i} \subset A^c$. Take $f = \sum_{i \in I_A}f_i$ and $g = \sum_{i \in I_B}f_i$, then since $f|_B = 0$ and $g|_A = 0$, $\bracs{f \ge 2/3} \in \cn_X(A)$ and $\bracs{f \le 1/3} \in \cn_X(B)$.
\end{proof} \end{proof}
\begin{proposition} \begin{corollary}
\label{proposition:lch-sigma-paracompact} \label{corollary:lch-sigma-paracompact}
Let $X$ be a $\sigma$-compact LCH space, then $X$ is paracompact. Let $X$ be a $\sigma$-compact LCH space, then $X$ is paracompact.
\end{proposition} \end{corollary}
\begin{proof} \begin{proof}
By \autoref{proposition:lch-sigma-compact}, there exists an exhaustion $\seq{U_n} \subset 2^X$ of $X$ by relatively compact open sets. Denote $U_0 = \emptyset$. For each $n \in \natp$, let $V_n = U_{n+1} \setminus \ol{U_{n-1}}$. By \autoref{proposition:lch-sigma-compact}, there exists an exhaustion $\seq{U_n} \subset 2^X$ of $X$ by relatively compact open sets. Denote $U_0 = \emptyset$. For each $n \in \natp$, let $V_n = U_{n+1} \setminus \ol{U_{n-1}}$.
Let $x \in X$, then there exists $n \in \natp$ such that $x \in U_n \setminus U_{n-1}$. In which case, if $n > 1$, then $x \in U_{n} \setminus \ol{U_{n - 2}} = V_{n-1}$. If $n = 1$, then $x \in U_{2} = V_1$. Thus $\seq{V_n}$ is an open cover of $X$. In addition, for any $m, n \in \natp$ with $m \le n$, $V_m \cap V_n \ne \emptyset$ implies that $n - m < 2$, so $\seq{V_n}$ is locally finite. By (2) of \autoref{proposition:lch-paracompact}, $X$ is paracompact. Let $x \in X$, then there exists $n \in \natp$ such that $x \in U_n \setminus U_{n-1}$. In which case, if $n > 1$, then $x \in U_{n} \setminus \ol{U_{n - 2}} = V_{n-1}$. If $n = 1$, then $x \in U_{2} = V_1$. Thus $\seq{V_n}$ is an open cover of $X$. In addition, for any $m, n \in \natp$ with $m \le n$, $V_m \cap V_n \ne \emptyset$ implies that $n - m < 2$, so $\seq{V_n}$ is locally finite. By (2) of \autoref{theorem:lch-paracompact}, $X$ is paracompact.
\end{proof} \end{proof}

View File

@@ -60,7 +60,7 @@
is open. On the other hand, let $x \in X$, then $f(x) > \alpha$ if and only if there exists $q \in (\alpha, f(x)) \cap \rational$ such that $x \not\in U_q$. By (b) of (1), this is equivalent to the existence of $p \in (\alpha, f(x)) \cap \rational$ such that $x \not\in \ol{U_p}$. In which case, is open. On the other hand, let $x \in X$, then $f(x) > \alpha$ if and only if there exists $q \in (\alpha, f(x)) \cap \rational$ such that $x \not\in U_q$. By (b) of (1), this is equivalent to the existence of $p \in (\alpha, f(x)) \cap \rational$ such that $x \not\in \ol{U_p}$. In which case,
\[ \[
f^{-1}((b, 1]) = \bigcup_{\substack{q \in \rational \cap [0, 1] \\ q > \alpha}}\overline{U_p}^c f^{-1}((\alpha, 1]) = \bigcup_{\substack{q \in \rational \cap [0, 1] \\ q > \alpha}}\overline{U_p}^c
\] \]
is open. is open.

View File

@@ -0,0 +1,120 @@
\section{Open Preimage Functions}
\label{section:preimage-function-topology}
\begin{definition}[Open Preimage Function*]
\label{definition:open-preimage-function}
Let $X$ be a set, $(Y, \topo)$ be a topological space, and $P: \topo \to 2^X$, then $P$ is an \textbf{open preimage function} if
\begin{enumerate}[label=(PF\arabic*)]
\item $P(\emptyset) = \emptyset$.
\item[(PF2')] For each $\mathcal{U} \subset \topo$, $\bigcup_{U \in \mathcal{U}}P(U) = P\paren{\bigcup_{U \in \mathcal{U}}U}$.
\item[(PF3')] For each $U, V \in \topo$, $P(U \cap V) = P(U) \cap P(V)$.
\end{enumerate}
\end{definition}
\begin{proposition}
\label{proposition:open-preimage-function-gymnastics}
Let $X$ be a set, $(Y, \topo)$ be a topological space, and $f: X \to Y$, then:
\begin{enumerate}
\item The mapping $U \mapsto f^{-1}(U)$ is an \hyperref[open preimage function]{definition:open-preimage-function}.
\item If $Y$ is T1, then for any $g: X \to Y$ with $g^{-1}(U) = f^{-1}(U)$ for all $U \in \topo$, $f = g$.
\end{enumerate}
\end{proposition}
\begin{proof}
(2): Let $y \in Y$, then since $Y$ is T1, $\bracs{x} = \bigcap_{U \in \topo, y \in U}U$, so
\[
g^{-1}(\bracs{y}) = \bigcap_{\substack{U \in \topo \\ y \in U}}g^{-1}(U) = \bigcap_{\substack{U \in \topo \\ y \in U}}f^{-1}(U) = f^{-1}(\bracs{y})
\]
Thus for any $x \in X$, $f(x) = y$ if and only if $g(x) = y$, so $f = g$.
\end{proof}
\begin{definition}[Basic Preimage Function*]
\label{definition:basic-preimage-function}
Let $X$ be a set, $Y$ be a topological space, $\mathcal{B}$ be a base for $Y$ with $\emptyset \in \mathcal{B}$, and $p: \mathcal{B} \to 2^X$, then $p$ is a \textbf{basic preimage function} if:
\begin{enumerate}[label=(PF\arabic*)]
\item $P(\emptyset) = \emptyset$.
\item[(PF2')] For each $\mathcal{U} \subset \mathcal{B}$ and $V \in \mathcal{B}$ with $V \subset \bigcup_{U \in \mathcal{U}}U$, $p(V) \subset \bigcup_{U \in \mathcal{U}}p(U)$.
\item[(PF3')] For each $U, V \in \mathcal{B}$, $p(U) \cap p(V) \subset \bigcup_{W \in \mathcal{B}, W \subset U \cap V}p(W)$.
\end{enumerate}
\end{definition}
\begin{proposition}
\label{proposition:basic-preimage-function}
Let $X$ be a set, $(Y, \topo)$ be a topological space, and $\mathcal{B}$ be a base for $Y$ with $\emptyset \in \mathcal{B}$, then:
\begin{enumerate}
\item For any \hyperref[open preimage function]{definition:open-preimage-function} $P: \topo \to 2^X$, $P|_{\mathcal{B}}$ is a basic preimage function.
\item For any \hyperref[basic preimage function]{definition:basic-preimage-function} $p: \mathcal{B} \to 2^X$, there exists a unique open preimage function $P: \topo \to 2^X$ such that $p = P|_{\mathcal{B}}$.
\end{enumerate}
\end{proposition}
\begin{proof}
(2): For each $U \in \topo$, let $\mathcal{B}(U) = \bracs{V \in \mathcal{B}|V \subset U}$, and
\[
P: \topo \to 2^X \quad U \mapsto \bigcup_{V \in \mathcal{B}(U)}p(V)
\]
then $P(\emptyset) = \emptyset$. For any $U \in\topo$, $U = \bigcup_{V \in \mathcal{B}(U)}V$, so if $P$ is an extension of $p$ to $\topo$ as an open preimage function, then $P$ must be unique by (PF2').
Let $\mathcal{U} \subset \topo$. Since $\bigcup_{U \in \mathcal{U}}\mathcal{B}(U) \subset \mathcal{B}\paren{\bigcup_{U \in \mathcal{U}}U}$, $\bigcup_{U \in \mathcal{U}}P(U) \subset P\paren{\bigcup_{U \in \mathcal{U}}U}$. On the other hand, for each $V \in \mathcal{B}\paren{\bigcup_{U \in \mathcal{U}}U}$, $V \subset \bigcup_{U \in \mathcal{U}}\bigcup_{W \in \mathcal{B}(U)}W$. By (PF2'),
\[
p(V) \subset \bigcup_{U \in \mathcal{U}}\bigcup_{W \in \mathcal{B}(U)}p(W) = \bigcup_{U \in \mathcal{U}}P(U)
\]
so
\[
P\paren{\bigcup_{U \in \mathcal{U}}U} = \bigcup_{V \in \mathcal{B}(\bigcup_{U \in \mathcal{U}}U)}p(V) \subset \bigcup_{U \in \mathcal{U}}P(U)
\]
Finally, let $U, V \in \topo$, then since $\mathcal{B}(U \cap V) = \mathcal{B}(U) \cap \mathcal{B}(V)$,
\begin{align*}
P(U \cap V) &= \bigcup_{W \in \mathcal{B}(U \cap V)}p(W) \\
&\subset \bigcup_{W \in \mathcal{B}(U)}p(W) \cap \bigcup_{W \in \mathcal{B}(V)}p(W) = P(U) \cap P(V)
\end{align*}
On the other hand, by (PF3'),
\begin{align*}
P(U) \cap P(V) &= \bigcup_{W \in \mathcal{B}(U)}\bigcup_{W' \in \mathcal{B}(V)}p(W) \cap p(W') \\
&\subset \bigcup_{W \in \mathcal{B}(U)}\bigcup_{W' \in \mathcal{B}(V)}\bigcup_{S \in \mathcal{B}(W \cap W')}p(S) \\
&\subset \bigcup_{W \in \mathcal{B}(U \cap V)} p(W) = P(U \cap V)
\end{align*}
so $P(U \cap V) = P(U) \cap P(V)$. Therefore $P$ is an open preimage function.
\end{proof}
\begin{theorem}
\label{theorem:open-preimage-function-existence}
Let $X$ be a set, $(Y, \fU)$ be a complete Hausdorff uniform space with topology $\topo$, and $P: \topo \to 2^X$ be an \hyperref[open preimage function]{definition:open-preimage-function} such that:
\begin{enumerate}
\item[(S)] For each $x \in X$ and $U \in \fU$, there exists a $U$-small set $V \in \topo$ such that $x \in P(V)$.
\end{enumerate}
then there exists a unique $f: X \to Y$ such that $P(U) = f^{-1}(U)$ for all $U \in \topo$.
\end{theorem}
\begin{proof}
Since $P$ is an open preimage function and $Y$ is Hausdorff, \autoref{proposition:open-preimage-function-gymnastics} implies that such a function is unique if it exists, so it is sufficient to demonstrate existence.
For each $x \in X$, let $\fF(x) = \bracs{U \in \topo|x \in P(U)}$, then by (S), $\fF(x)$ is non-empty. By (PF1) and (PF3'), $\fF(x)$ is a filter base in $(Y, \fU)$. Moreover, (S) implies that $\fF(x)$ is a Cauchy filter base. Since $Y$ is complete and Hausdorff, there exists a unique $y \in Y$ such that $\fF(x) \to y$. Thus the function in question must be
\[
f: X \to Y \quad x \mapsto \lim_{y, \fF(x)}y
\]
It remains to verify that $P$ is the open preimage function of $f$. To this end, let $U \in \topo$ and $x \in X$ such that $f(x) \in U$. Since $U \in \cn_Y(f(x))$, there exists a symmetric entourage $V \in \fU$ such that $(V \circ V)(f(x)) \subset U$. By (S), there exists a $V$-small set $W \in \fF(x)$. As $f(x) \in \ol W \subset V \circ W$ and $W$ is $V$-small, $W \subset (V \circ V)(f(x)) \subset U$. Thus $x \in P(W) \subset P(U)$, and $f^{-1}(U) \subset P(U)$.
On the other hand, let $x \in P(U)$. Suppose for contradiction that $f(x) \not\in U$. For each $y \in U$, there exists $V_y \in \cn_Y^o(y)$ and $W_y \in \cn_Y^o(f(x))$ such that $V_y \subset U$ and $V_y \cap W_y = \emptyset$. Since $x \in f^{-1}(W_y) \subset P(W_y)$ and $P(V_y) \cap P(W_y) = P(V_y \cap W_y) = \emptyset$, $x \not\in P(V_y)$. By (PF2'), $\bigcup_{y \in U}P(V_y) = P(U)$, so $x \not\in P(U)$, which is a contradiction. Therefore $f^{-1}(U) = P(U)$ for all $U \in \topo$.
\end{proof}
\begin{corollary}
\label{corollary:basic-preimage-function-existence}
Let $X$ be a set, $(Y, \fU)$ be a complete Hausdorff uniform space, $\mathcal{B}$ be a base for $Y$ with $\emptyset \in \mathcal{B}$, and $p: \mathcal{B} \to 2^X$ be a \hyperref[basic preimage function]{definition:basic-preimage-function} such that:
\begin{enumerate}
\item[(S')] For each $x \in X$ and $U \in \fU$, there exists a $U$-small set $V \in \mathcal{B}$ such that $x \in P(V)$.
\end{enumerate}
then there exists a unique $f: X \to Y$ such that $p(U) = f^{-1}(U)$ for all $U \in \mathcal{B}$.
\end{corollary}
\begin{proof}
Let $\topo$ be the topology of $Y$. By \autoref{proposition:basic-preimage-function}, $p$ extends to a unique open preimage function $P: \topo \to 2^X$. Since $\mathcal{B} \subset \topo$, \autoref{theorem:open-preimage-function-existence} implies that there exists a unique $f: X \to Y$ such that $f^{-1}(U) = P^{-1}(U)$ for all $U \in \topo$, and in particular for all $U \in \mathcal{B}$.
\end{proof}

View File

@@ -64,7 +64,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:semicontinuous-lch} \label{proposition:semicontinuous-lch}
Let $X$ be a LCH space and $f: X \to [0, \infty]$ be lower semicontinuous, then Let $X$ be an LCH space and $f: X \to [0, \infty]$ be lower semicontinuous, then
\[ \[
f = \sup_{\substack{\phi \in C_c(X) \\ 0 \le \phi \le f}}\phi f = \sup_{\substack{\phi \in C_c(X) \\ 0 \le \phi \le f}}\phi
\] \]

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@@ -0,0 +1,55 @@
\section{Extremely Disconnected Spaces}
\label{section:extremely-disconnected-space}
\begin{definition}[Extremely Disconnected]
\label{definition:extremely-disconnected}
Let $X$ be a topological space, then $X$ is \textbf{extremely disconnected} if for every $U \subset X$ open, $\ol U$ is also open.
\end{definition}
\begin{theorem}[Stone-Nakano]
\label{theorem:stone-nakano-extremely-disconnected}
Let $X$ be a topological space. If $X$ is extremely disconnected, then $C(X; \real)$ is order complete. Conversely, if $X$ is completely regular and $C(X; \real)$ is order complete, then $X$ is extremely disconnected.
\end{theorem}
\begin{proof}
($\Rightarrow$): Suppose that $X$ is extremely disconnected. Let $\cf \subset C(X; \real)$ and $F \in C(X; \real)$ be an upper bound of $\cf$. For each $q \in \real$, let
\[
U(q) = \overline{\bigcup_{f \in \cf}\bracs{f > q}} \subset \overline{\bracs{F > q}}
\]
then $U(q)$ is open. Now, define
\[
g: X \to [-\infty, \infty] \quad x \mapsto \sup\bracs{q \in \real|x \in U(q)}
\]
For each $x \in X$, $g(x) \ge \sup_{f \in \cf}f(x)$, so $g(x) > -\infty$. On the other hand, for any $q > F(x)$, $x\not\in \overline{\bracs{F > q}}$, so $g(x) < \infty$. Thus $g$ is defined as a real-valued function.
Let $p \in \real$, then $\bracs{g > p} = \bigcup_{q \in \real, q > p}U(q)$ is open. On the other hand,
\[
\bracs{g < p} = \bigcup_{\substack{q \in \real \\ q < p}}\overline{U(q)}^c = \bigcup_{\substack{q \in \real \\ q < p}}U(q)^c
\]
which is also open, so $g$ is continuous.
Now, for each $p \in \real$, since $F$ is continuous,
\begin{align*}
\bracs{g > p} &= \bigcup_{\substack{q \in \real \\ q > p}}U(q) = \bigcup_{\substack{q \in \real \\ q > p}}\overline{\bigcup_{f \in \cf}\bracs{f > q}} \\
&\subset \bigcup_{\substack{q \in \real \\ q > p}}\overline{\bracs{F > q}} \subset \bigcup_{\substack{q \in \real \\ q > p}}\bracs{F \ge q} = \bracs{F > p}
\end{align*}
so $g \le F$. As this holds for all upper bounds of $\cf$, $g$ is the supremum of $\cf$ in $C(X; \real)$.
($\Leftarrow$, \cite[Theorem 9.6]{Zhu}): Suppose that $X$ is completely regular and $C(X; \real)$ is order complete. Let $U \subset X$ be open and
\[
\cf = \bracs{f \in C(X; [0, 1])| 0 \le f \le \one_U}
\]
and $F$ be the supremum of $\cf$ in $C(X; \real)$. Since $X$ is completely regular, for each $x \in U$, there exists $f \in C(X; [0, 1])$ with $f(x) = 1$ and $f|_{U^c} = 0$. Thus $f \in \cf$ and $\one_{\bracs{x}} \le f \le F$. As this holds for all $x \in U$, $F \ge \one_U$.
On the other hand, for any $x \in \ol{U}^c$, there exists $g \in C(X;[0, 1])$ with $g(x) = 0$ and $g|_{\ol{U}} = 1$. In this case, $g \ge f$ for all $f \in \cf$, so $g \ge F$ as well. This yields that $F \le g \le \one_{X \setminus \bracs{x}}$. As this holds for all $x \in X \setminus \ol{U}$, $F \le \one_{\ol{U}}$.
Given that $\one_U \le F \le \one_{\ol{U}}$ and $F$ is continuous, $\bracs{F = 1} \supset \ol{U}$, so $F = \one_{\ol{U}}$ is continuous. Hence $\ol{U} = F^{-1}(1)$ must be open.
\end{proof}

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@@ -68,6 +68,12 @@
(2) $\Rightarrow$ (3): Since $\fF$ is Cauchy, there exists $\seq{E_n} \subset \fF$ such that for each $n \in \natp$, $E_n \supset E_{n+1}$ and $\sup_{y, z \in E_n}d(y, z) \le 1/n$. For each $n \in \natp$, let $x_n \in E_n$, then there exists a subsequence $\seq{n_k}$ and $x \in X$ such that $x = \limv{n}x_n$. In which case, $x \in \bigcap_{n \in \natp}\overline{E_n}$. For each $n \in \natp$, $\sup_{y, z\in E_n}d(y, z) \le 1/n$, so $B_X(x, 2/n) \supset E_n$. Therefore $\fF \to x$. (2) $\Rightarrow$ (3): Since $\fF$ is Cauchy, there exists $\seq{E_n} \subset \fF$ such that for each $n \in \natp$, $E_n \supset E_{n+1}$ and $\sup_{y, z \in E_n}d(y, z) \le 1/n$. For each $n \in \natp$, let $x_n \in E_n$, then there exists a subsequence $\seq{n_k}$ and $x \in X$ such that $x = \limv{n}x_n$. In which case, $x \in \bigcap_{n \in \natp}\overline{E_n}$. For each $n \in \natp$, $\sup_{y, z\in E_n}d(y, z) \le 1/n$, so $B_X(x, 2/n) \supset E_n$. Therefore $\fF \to x$.
\end{proof} \end{proof}
\begin{definition}[Polish Space]
\label{definition:polish-space}
Let $X$ be a topological space, then $X$ is \textbf{Polish} if it is completely metrisable and second countable.
\end{definition}
\begin{theorem}[Banach's Fixed Point Theorem] \begin{theorem}[Banach's Fixed Point Theorem]
\label{theorem:banach-fixed-point} \label{theorem:banach-fixed-point}
@@ -98,3 +104,6 @@
\] \]
\end{proof} \end{proof}

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@@ -57,7 +57,7 @@
\item $\cf$ is a relatively compact subset of $C(X; Y)$ with respect to the uniform structure of compact convergence. \item $\cf$ is a relatively compact subset of $C(X; Y)$ with respect to the uniform structure of compact convergence.
\end{enumerate} \end{enumerate}
Conversely, if $X$ is a LCH space, then (C3) implies (E1) + (E2). Conversely, if $X$ is an LCH space, then (C3) implies (E1) + (E2).
\end{theorem} \end{theorem}
\begin{proof} \begin{proof}
(E1) $\Rightarrow$ (C1): It is sufficient to show that (ii) is finer than (iii). (E1) $\Rightarrow$ (C1): It is sufficient to show that (ii) is finer than (iii).
@@ -80,7 +80,7 @@
(E1) + (E2) $\Rightarrow$ (C3): Using (C2), assume without loss of generality that $\cf$ is closed in $Y^X$ with respect to the product topology. In which case, $\cf$ is a closed subset of $\prod_{x \in X}\ol{\cf(x)}$ with respect to the product topology. By \hyperref[Tychonoff's Theorem]{theorem:tychonoff} and \autoref{proposition:compact-extensions}, $\cf$ is compact in the product topology. By (C1), $\cf$ is also compact in the compact uniform topology. (E1) + (E2) $\Rightarrow$ (C3): Using (C2), assume without loss of generality that $\cf$ is closed in $Y^X$ with respect to the product topology. In which case, $\cf$ is a closed subset of $\prod_{x \in X}\ol{\cf(x)}$ with respect to the product topology. By \hyperref[Tychonoff's Theorem]{theorem:tychonoff} and \autoref{proposition:compact-extensions}, $\cf$ is compact in the product topology. By (C1), $\cf$ is also compact in the compact uniform topology.
(C3) $\Rightarrow$ (E1): Assume that $X$ is a LCH space. Let $x \in X$ and $U \in \fU$ be symmetric, then there exists a compact neighbourhood $V \in \cn_X(x)$. Since $\cf$ is totally bounded, there exists $\seqf{f_j} \subset \cf$ such that for each $g \in \cf$, there exists $1 \le j \le n$ such that $(f_j \times g)(V) \subset U$. For each $1 \le j \le n$, $f_j \in C(X; Y)$, so there exists $V_j \in \cn_X(x)$ with $V_j \subset V$ such that for any $y \in V_j$, $(f_j(x), f_j(y)) \in U$. Let $W = \bigcap_{j = 1}^n V_j$, then for any $g \in \cf$ with $(f_j \times g)(V) \subset U$ and $y \in W$, (C3) $\Rightarrow$ (E1): Assume that $X$ is an LCH space. Let $x \in X$ and $U \in \fU$ be symmetric, then there exists a compact neighbourhood $V \in \cn_X(x)$. Since $\cf$ is totally bounded, there exists $\seqf{f_j} \subset \cf$ such that for each $g \in \cf$, there exists $1 \le j \le n$ such that $(f_j \times g)(V) \subset U$. For each $1 \le j \le n$, $f_j \in C(X; Y)$, so there exists $V_j \in \cn_X(x)$ with $V_j \subset V$ such that for any $y \in V_j$, $(f_j(x), f_j(y)) \in U$. Let $W = \bigcap_{j = 1}^n V_j$, then for any $g \in \cf$ with $(f_j \times g)(V) \subset U$ and $y \in W$,
\[ \[
(g(x), f_j(x)), (f_j(x), f_j(y)), (f_j(y), g(y)) \in U \circ U \circ U (g(x), f_j(x)), (f_j(x), f_j(y)), (f_j(y), g(y)) \in U \circ U \circ U
\] \]