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Author SHA1 Message Date
Bokuan Li
2219ce0b15 Added barreled spaces.
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2026-05-01 16:27:14 -04:00
Bokuan Li
3077563278 Used "separated" instead of Hausdorff in the context of topological vector spaces. 2026-05-01 13:32:08 -04:00
Bokuan Li
caf7790b15 Fixed typo in Cauchy in measure. 2026-05-01 13:29:36 -04:00
17 changed files with 322 additions and 131 deletions

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@@ -27,6 +27,17 @@
"$0" "$0"
] ]
}, },
"Summary": {
"scope": "latex",
"prefix": "summ",
"body": [
"\\begin{summary}[$1]",
"\\label{summary:$2}",
" $3",
"\\end{summary}",
"$0"
]
},
"Lemma Block": { "Lemma Block": {
"scope": "latex", "scope": "latex",
"prefix": "lem", "prefix": "lem",

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@@ -15,6 +15,7 @@
\newtheorem{definition}[theorem]{Definition} \newtheorem{definition}[theorem]{Definition}
\newtheorem{example}[theorem]{Example} \newtheorem{example}[theorem]{Example}
\newtheorem{summary}[theorem]{Summary}
% \newtheorem{exercise}[subsection]{Exercise} % \newtheorem{exercise}[subsection]{Exercise}
% \newtheorem{situation}[subsection]{Situation} % \newtheorem{situation}[subsection]{Situation}

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@@ -1,8 +1,172 @@
\section{The Tensor Product} \section{Universal Constructions for Modules}
\label{section:tensor-product} \label{section:universal-module}
\begin{definition}[Product]
\label{definition:product-module}
Let $R$ be a ring and $\seqi{A}$ be $R$-modules, then there exists $(A, \bracsn{\pi_i}_{i \in I})$ such that:
\begin{enumerate}
\item For each $i \in I$, $\pi_i \in \hom(A; A_i)$.
\item[(U)] For any $(B, \seqi{T})$ satisfying (1), there exists a unique $T \in \hom(B; A)$ such that the following diagram commutes:
\[
\xymatrix{
B \ar@{->}[rd]_{T_i} \ar@{->}[r]^{T} & A \ar@{->}[d]^{\pi_i} \\
& A_i
}
\]
\end{enumerate}
The module $A = \prod_{i \in I}A_i$ is the \textbf{product} of $\seqi{A}$.
\end{definition}
\begin{definition}[Direct Sum]
\label{definition:direct-sum}
Let $E$ be a ring and $\seqi{A}$ be $R$-modules, then there exists $(A, \bracsn{\iota_i}_{i \in I})$ such that:
\begin{enumerate}
\item For each $i \in I$, $\iota_i \in \hom(A_i; A)$.
\item[(U)] For each $(B, \seqi{T})$ satisfying (1), there exists a unique $T \in \hom(A; B)$ such that the following diagram commutes
\[
\xymatrix{
A \ar@{->}[r]^{T} & B \\
A_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
}
\]
\end{enumerate}
The module $A = \bigoplus_{i \in I}A_i$ is the \textbf{direct sum} of $\seqi{A}$.
\end{definition}
\begin{proof}
Let
\[
A = \bracs{x \in \prod_{i \in I}A_i \bigg | x_i \ne 0 \quad \text{for finitely many}\ i \in I}
\]
For each $i \in I$, let
\[
\iota_i: A_i \to A \quad (\iota_ix)_j = \begin{cases}
x &i = j \\
0 &i \ne j
\end{cases}
\]
then $\iota_i \in \hom(A_i; A)$.
(U): Let
\[
T: A \to B \quad x \mapsto \sum_{i \in I}T_ix_i
\]
then $T \in \hom(A; B)$ and the diagram commutes. Since $\bigcup_{i \in I}\iota_i(A_i)$ spans $A$, $T$ is the unique linear map making the diagram commute.
\end{proof}
\begin{proposition}
\label{proposition:module-direct-limit}
Let $R$ be a ring and $(\seqi{A}, \bracsn{T^i_j| i, j \in I, i \lesssim j})$ be an upward-directed system of $R$-modules, then there exists $(A, \bracsn{T^i_A}_{i \in I})$ such that:
\begin{enumerate}
\item For each $i \in I$, $T^i_A \in \hom({A_i; A})$.
\item For any $i, j \in I$ with $i \lesssim j$, the following diagram commutes:
\[
\xymatrix{
A_i \ar@{->}[rd]_{T^i_A} \ar@{->}[r]^{T^i_j} & A_j \ar@{->}[d]^{T^j_A} \\
& A
}
\]
\item[(U)] For any pair $(B, \bracsn{S^i_B}_{i \in I})$ satisfying (1) and (2), there exists a unique $S \in \hom({A, B})$ such that the following diagram commutes
\[
\xymatrix{
A_i \ar@{->}[d]_{T^i_A} \ar@{->}[rd]^{S^i_B} & \\
A \ar@{->}[r]_{g} & B
}
\]
for all $i \in I$.
\end{enumerate}
\end{proposition}
\begin{proof}
Let $M = \bigoplus_{i \in I}A_i$. For any $i, j \in I$ with $i \lesssim j$ and $x \in A_i$, let $x_{i, j} \in M$ such that for any $k \in I$,
\[
\pi_k(x_{i, j}) = \begin{cases}
x &k = i \\
T^i_j x &k = j \\
0 &k \ne i, j
\end{cases}
\]
Let $N \subset M$ be the submodule generated by $\bracs{x_{i, j}|i, j \in I, i \lesssim j, x \in A_i}$, $A = M/N$, and $\pi: M \to M/N$ be the canonical map.
(1): For each $i \in I$, let
\[
T^i_M: A_i \to M \quad \pi_k T^i_M x = \begin{cases}
x &k = i \\
0 &k \ne i
\end{cases}
\]
and $T^i_A = \pi \circ T^i_M$.
(2): Let $i, j \in I$ with $i \lesssim j$, then for any $x \in A_i$, $T^i_Mx - T^j_M T^i_j x \in N$. Hence $T^i_Ax = T^j_A T^i_jx$.
(U): Let
\[
S_0: M \to B \quad x \mapsto \sum_{i \in I}S^i_B \pi_i x
\]
then $S_0$ is the unique linear map such that $S_0 \circ T^i_M = S^i_B$ for all $i \in I$. For any $i, j \in I$ with $i \lesssim J$, $S^i_B x = S^j_B T^i_j x$, so $\ker S_0 \supset N$. By the first isomorphism theorem, there exists a unique $S \in \hom(A; B)$ such that $S_0 = S \circ \pi$.
\end{proof}
\begin{proposition}
\label{proposition:module-inverse-limit}
Let $R$ be a ring and $(\seqi{A}, \bracs{T^i_j|i, j \in I, i \lesssim j})$ be a downward-directed system of $R$-modules, then there exists $(A, \bracsn{T^A_i}_{i \in I})$ such that:
\begin{enumerate}
\item For each $i \in I$, $T^A_i \in \hom(A; A_i)$.
\item For any $i, j \in I$ with $i \lesssim j$, the following diagram commutes:
\[
\xymatrix{
A_i \ar@{->}[r]^{T^i_j} & A_j \\
A \ar@{->}[u]^{T^A_i} \ar@{->}[ru]_{T^A_j} &
}
\]
\item[(U)] For any pair $(B, \bracsn{S^B_i}_{i \in I})$ satisfying (1) and (2), there exists a unique $S \in \hom(B; A)$ such that the following diagram commutes
\[
\xymatrix{
& A_i \\
B \ar@{->}[r]_{S} \ar@{->}[ru]^{S^B_i} & A \ar@{->}[u]_{T^A_i}
}
\]
for all $i \in I$.
\end{enumerate}
\end{proposition}
\begin{proof}
Let
\[
A = \bracs{x \in \prod_{i \in I}A_i \bigg | \pi_j(x) = T^i_j\pi_i(x) \forall i, j \in I, i \lesssim j}
\]
For each $i \in I$, let $T^A_i = \pi_i$, then $(A, \bracsn{T^A_i}_{i \in I})$ satisfies (1) and (2) by definition of $A$.
(U): Let $(B, \bracsn{S^B_i}_{i \in I})$ satisfying (1) and (2). Let
\[
S: B \to \prod_{i \in I}A_i \quad \pi_i(Sx) = S^B_i
\]
then for any $x \in B$ and $i, j \in I$ with $i \lesssim j$,
\[
\pi_j (Sx) = S^B_jx = T^i_j S^B_ix = T^i_j \pi_i(S x)
\]
so $S \in \hom(B; A)$, and the diagram commutes. Since any map $f: B \to A$ is uniquely determined by its composition with the projections, $S$ is unique.
\end{proof}
\begin{definition}[Tensor Product] \begin{definition}[Tensor Product]
\label{definition:tensor-product} \label{definition:tensor-product}
Let $R$ be a commutative ring and $\seqf{E_j}$ be $R$ modules, then there exists a pair $(\bigotimes_{j = 1}^n E_j, \iota)$ such that: Let $R$ be a commutative ring and $\seqf{E_j}$ be $R$ modules, then there exists a pair $(\bigotimes_{j = 1}^n E_j, \iota)$ such that:

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@@ -147,112 +147,5 @@ Let $\catc$ be a category and $(\seqi{A}, \bracsn{f^i_j| i, j \in I, i \lesssim
\end{enumerate} \end{enumerate}
\end{definition} \end{definition}
\begin{proposition}
\label{proposition:module-direct-limit}
Let $R$ be a ring and $(\seqi{A}, \bracsn{T^i_j| i, j \in I, i \lesssim j})$ be an upward-directed system of $R$-modules, then there exists $(A, \bracsn{T^i_A}_{i \in I})$ such that:
\begin{enumerate}
\item For each $i \in I$, $T^i_A \in \hom({A_i, A})$.
\item For any $i, j \in I$ with $i \lesssim j$, the following diagram commutes:
\[
\xymatrix{
A_i \ar@{->}[rd]_{T^i_A} \ar@{->}[r]^{T^i_j} & A_j \ar@{->}[d]^{T^j_A} \\
& A
}
\]
\item[(U)] For any pair $(B, \bracsn{S^i_B}_{i \in I})$ satisfying (1) and (2), there exists a unique $S \in \hom({A, B})$ such that the following diagram commutes
\[
\xymatrix{
A_i \ar@{->}[d]_{T^i_A} \ar@{->}[rd]^{S^i_B} & \\
A \ar@{->}[r]_{g} & B
}
\]
for all $i \in I$.
\end{enumerate}
\end{proposition}
\begin{proof}
Let $M = \bigoplus_{i \in I}A_i$. For any $i, j \in I$ with $i \lesssim j$ and $x \in A_i$, let $x_{i, j} \in M$ such that for any $k \in I$,
\[
\pi_k(x_{i, j}) = \begin{cases}
x &k = i \\
T^i_j x &k = j \\
0 &k \ne i, j
\end{cases}
\]
Let $N \subset M$ be the submodule generated by $\bracs{x_{i, j}|i, j \in I, i \lesssim j, x \in A_i}$, $A = M/N$, and $\pi: M \to M/N$ be the canonical map.
(1): For each $i \in I$, let
\[
T^i_M: A_i \to M \quad \pi_k T^i_M x = \begin{cases}
x &k = i \\
0 &k \ne i
\end{cases}
\]
and $T^i_A = \pi \circ T^i_M$.
(2): Let $i, j \in I$ with $i \lesssim j$, then for any $x \in A_i$, $T^i_Mx - T^j_M T^i_j x \in N$. Hence $T^i_Ax = T^j_A T^i_jx$.
(U): Let
\[
S_0: M \to B \quad x \mapsto \sum_{i \in I}S^i_B \pi_i x
\]
then $S_0$ is the unique linear map such that $S_0 \circ T^i_M = S^i_B$ for all $i \in I$. For any $i, j \in I$ with $i \lesssim J$, $S^i_B x = S^j_B T^i_j x$, so $\ker S_0 \supset N$. By the first isomorphism theorem, there exists a unique $S \in \hom(A; B)$ such that $S_0 = S \circ \pi$.
\end{proof}
\begin{proposition}
\label{proposition:module-inverse-limit}
Let $R$ be a ring and $(\seqi{A}, \bracs{T^i_j|i, j \in I, i \lesssim j})$ be a downward-directed system of $R$-modules, then there exists $(A, \bracsn{T^A_i}_{i \in I})$ such that:
\begin{enumerate}
\item For each $i \in I$, $T^A_i \in \hom(A; A_i)$.
\item For any $i, j \in I$ with $i \lesssim j$, the following diagram commutes:
\[
\xymatrix{
A_i \ar@{->}[r]^{T^i_j} & A_j \\
A \ar@{->}[u]^{T^A_i} \ar@{->}[ru]_{T^A_j} &
}
\]
\item[(U)] For any pair $(B, \bracsn{S^B_i}_{i \in I})$ satisfying (1) and (2), there exists a unique $S \in \hom(B; A)$ such that the following diagram commutes
\[
\xymatrix{
& A_i \\
B \ar@{->}[r]_{S} \ar@{->}[ru]^{S^B_i} & A \ar@{->}[u]_{T^A_i}
}
\]
for all $i \in I$.
\end{enumerate}
\end{proposition}
\begin{proof}
Let
\[
A = \bracs{x \in \prod_{i \in I}A_i \bigg | \pi_j(x) = T^i_j\pi_i(x) \forall i, j \in I, i \lesssim j}
\]
For each $i \in I$, let $T^A_i = \pi_i$, then $(A, \bracsn{T^A_i}_{i \in I})$ satisfies (1) and (2) by definition of $A$.
(U): Let $(B, \bracsn{S^B_i}_{i \in I})$ satisfying (1) and (2). Let
\[
S: B \to \prod_{i \in I}A_i \quad \pi_i(Sx) = S^B_i
\]
then for any $x \in B$ and $i, j \in I$ with $i \lesssim j$,
\[
\pi_j (Sx) = S^B_jx = T^i_j S^B_ix = T^i_j \pi_i(S x)
\]
so $S \in \hom(B; A)$, and the diagram commutes. Since any map $f: B \to A$ is uniquely determined by its composition with the projections, $S$ is unique.
\end{proof}

67
src/fa/lc/barrel.tex Normal file
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@@ -0,0 +1,67 @@
\section{Barreled Spaces}
\label{section:barrel}
\begin{definition}[Barrel]
\label{definition:barrel}
Let $E$ be a TVS over $K \in \RC$ and $D \subset E$, then $D$ is a \textbf{barrel} if it is convex, circled, radial, and closed.
\end{definition}
\begin{definition}[Barreled Space]
\label{definition:barreled-space}
Let $E$ be a locally convex space over $K \in \RC$, then the following are equivalent:
\begin{enumerate}
\item The barrels of $E$ forms a fundamental system of neighbourhoods at $0$.
\item Every barrel in $E$ is a neighbourhood of $0$.
\item Every lower semicontinuous seminorm on $E$ is continuous.
\end{enumerate}
\end{definition}
\begin{proof}
$(2) \Rightarrow (1)$: Let $\fB \subset \cn_E(0)$ be a fundamental system of neighbourhoods at $0$ consisting of convex, circled, and radial sets, then $\ol{\fB} = \bracsn{\ol U|U \in \fB}$ is a fundamental system of neighbourhoods at $0$ consisting of barrels.
$(2) \Rightarrow (3)$: Let $\rho: E \to [0, \infty)$ be a lower semicontinuous seminorm, then $\bracs{\rho > 1}$ is open and $\bracs{\rho \le 1}$ is a Barrel. In which case, $\rho$ is continuous by (4) of \autoref{lemma:continuous-seminorm}.
$(3) \Rightarrow (2)$: Let $D \subset E$ be a barrel and $\rho: E \to [0, \infty)$ be its gauge. By (4) of \autoref{definition:gauge}, $D = \bracs{\rho \le 1}$, so $\bracs{\rho > 1}$ is open, and $\rho$ is semicontinuous. By assumption, $\rho$ is continuous, so $D \in \cn_E(0)$ by (5) of \autoref{lemma:continuous-seminorm}.
\end{proof}
\begin{summary}[Barreled Spaces]
\label{summary:barreled-space}
The following types of locally convex spaces are barreled:
\begin{enumerate}
\item Every locally convex space with the Baire property.
\item Every Banach space and every Fréchet space.
\item Inductive limits of barreled spaces.
\item Spaces of type (LB) and (LF).
\item The locally convex direct sum of barreled spaces.
\item Products of barreled spaces.
\end{enumerate}
\end{summary}
\begin{proof}
(1), (2): \autoref{proposition:baire-barrel}.
(3), (4), (5): \autoref{proposition:barrel-limit}.
(6): TODO.
\end{proof}
\begin{proposition}
\label{proposition:baire-barrel}
Let $E$ be a locally convex space over $K \in \RC$. If $E$ is a Baire space, then $E$ is barreled.
\end{proposition}
\begin{proof}[Proof, {{\cite[II.7.1]{SchaeferWolff}}}. ]
Let $D \subset E$ be a Barrel, then $E = \bigcup_{n \in \natp}nD$ is a countable union of closed sets. Since $E$ is Baire, there exists $n \in \natp$, $U \in \cn_E(0)$ circled, and $x \in E$ such that $x + U \in nB$. In which case,
\[
U \subset (x + U) - (x + U) \subset nB - nB = 2nB
\]
so $2nB$ and thus $B$ is a neighbourhood of $0$.
\end{proof}
\begin{proposition}
\label{proposition:barrel-limit}
Let $\seqi{E}$ be locally convex spaces over $K \in \RC$, $E$ be a vector space over $K$, and $\seqi{T}$ such that $T_i \in \hom(E_i; E)$ for all $i \in I$, then the inductive locally convex topology on $E$ induced by $\seqi{T}$ is barreled.
\end{proposition}
\begin{proof}[Proof, {{\cite[II.7.2]{SchaeferWolff}}}]
Let $D \subset E$ be a barrel, then for each $i \in I$, $T_i^{-1}(D) \subset E_i$ is also a barrel, and thus a neighbourhood of $0$ in $E_i$. By (5) of \autoref{definition:lc-inductive}, $D$ is a neighbourhood of $0$ in $E$, so $E$ is barreled.
\end{proof}

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@@ -47,7 +47,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:bornologic-continuous-complete} \label{proposition:bornologic-continuous-complete}
Let $E$ be a bornologic space and $F$ be a complete Hausdorff locally convex space, then $L_b(E; F)$ is complete. In particular, $E^*$ equipped with the topology of bounded convergence is complete. Let $E$ be a bornologic space and $F$ be a complete separated locally convex space, then $L_b(E; F)$ is complete. In particular, $E^*$ equipped with the topology of bounded convergence is complete.
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}
By \autoref{proposition:bornologic-bounded}, $L_b(E; F) = B(E; F)$. By \autoref{proposition:operator-space-completeness}, $B(E; F)$ is complete, so $L_b(E; F)$ is complete as well. By \autoref{proposition:bornologic-bounded}, $L_b(E; F) = B(E; F)$. By \autoref{proposition:operator-space-completeness}, $B(E; F)$ is complete, so $L_b(E; F)$ is complete as well.

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@@ -118,15 +118,16 @@
\item $[\cdot]$ is continuous. \item $[\cdot]$ is continuous.
\item $[\cdot]$ is continuous at $0$. \item $[\cdot]$ is continuous at $0$.
\item $\bracs{x \in E| [x] < 1} \in \cn_E(0)$. \item $\bracs{x \in E| [x] < 1} \in \cn_E(0)$.
\item $\bracs{x \in E| [x] \le 1} \in \cn_E(0)$.
\end{enumerate} \end{enumerate}
\end{lemma} \end{lemma}
\begin{proof} \begin{proof}
$(4) \Rightarrow (1)$: Let $x, y \in E$ and $r > 0$. If $(5) \Rightarrow (1)$: Let $x, y \in E$ and $r > 0$. If
\[ \[
x - y \in \bracs{x \in E|[x] < r} = r\bracs{x \in E|[x] < 1} \in \cn_E(0) x - y \in \bracs{x \in E|[x] \le r} = r\bracs{x \in E|[x] \le 1} \in \cn_E(0)
\] \]
then $[x - y] < r$. then $[x - y] \le r$.
\end{proof} \end{proof}
@@ -147,7 +148,7 @@
\begin{definition}[Gauge/Minkowski Functional] \begin{definition}[Gauge/Minkowski Functional]
\label{definition:gauge} \label{definition:gauge}
Let $E$ be a vector space over $K \in \RC$ and $A \subset E$ be a radial set, then the mapping Let $E$ be a vector space over $K \in \RC$ and $A \subset E$ be radial, then the mapping
\[ \[
[\cdot]_A: E \to [0, \infty) \quad x \mapsto \inf\bracsn{\lambda > 0| \lambda^{-1}x \in A} [\cdot]_A: E \to [0, \infty) \quad x \mapsto \inf\bracsn{\lambda > 0| \lambda^{-1}x \in A}
\] \]
@@ -157,11 +158,12 @@
\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 $\bracs{\rho < 1} \subseteq A \subseteq \bracs{\rho \le 1} \subseteq \ol A$.
\end{enumerate} \end{enumerate}
In particular, In particular,
\begin{enumerate} \begin{enumerate}[start=4]
\item[(4)] If $A$ is convex, then $[\cdot]_A$ is a sublinear functional. \item If $A$ is convex, then $[\cdot]_A$ is a sublinear functional.
\item[(5)] If $A$ is convex and circled, then $[\cdot]_A$ is a seminorm. \item If $A$ is convex and circled, then $[\cdot]_A$ is a seminorm.
\end{enumerate} \end{enumerate}
\end{definition} \end{definition}
\begin{proof} \begin{proof}
@@ -171,6 +173,13 @@
\] \]
then $(\lambda + \mu)^{-1} \in A$, and $\lambda + \mu \ge [x + y]_A$. Thus $[x + y]_A \le [x]_A + [y]_A$. then $(\lambda + \mu)^{-1} \in A$, and $\lambda + \mu \ge [x + y]_A$. Thus $[x + y]_A \le [x]_A + [y]_A$.
(4): Let $x \in \bracs{\rho \le 1}$, then $\lambda x \in A$ for all $\lambda \in (0, 1)$. Therefore
\[
x \in \overline{\bracs{\lambda x|\lambda \in (0, 1)}} \subset A
\]
so $x \in \overline{A}$.
\end{proof} \end{proof}
\begin{definition}[Locally Convex Space] \begin{definition}[Locally Convex Space]

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@@ -136,11 +136,11 @@
\item $\dpb{x, \phi}{E} = \inf_{y \in M}\rho(x + y)$. \item $\dpb{x, \phi}{E} = \inf_{y \in M}\rho(x + y)$.
\end{enumerate} \end{enumerate}
\item For any $x \in E$ and continuous seminorm $\rho: E \to [0, \infty)$, there exists $\phi \in E^*$ with $|\phi| \le \rho$ and $\dpb{x, \phi}{E} = \rho(x)$. \item For any $x \in E$ and continuous seminorm $\rho: E \to [0, \infty)$, there exists $\phi \in E^*$ with $|\phi| \le \rho$ and $\dpb{x, \phi}{E} = \rho(x)$.
\item If $E$ is Hausdorff, then for any $x, y \in E$, there exists $\phi \in E^*$ with $\dpb{x, \phi}{E} \ne \dpb{y, \phi}{E}$. \item If $E$ is separated, then for any $x, y \in E$, there exists $\phi \in E^*$ with $\dpb{x, \phi}{E} \ne \dpb{y, \phi}{E}$.
\end{enumerate} \end{enumerate}
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}
(1): Let $\rho_M: E \to [0, \infty)$ be the quotient of $\rho$ by $M$, then $\rho_M \le \rho$ is a continuous seminorm on $E$ by \autoref{definition:quotient-norm}. Let $\phi_0: Kx \to K$ be defined by $\lambda x \mapsto \lambda \rho_M(x)$. By the \hyperref[Hahn-Banach Theorem]{theorem:hahn-banach}, there exists $\phi \in \hom{E; K}$ such that $\dpb{x, \phi}{E} = \rho_M(x)$ and $|\phi| \le \rho_M \le \rho$. (1): Let $\rho_M: E \to [0, \infty)$ be the quotient of $\rho$ by $M$, then $\rho_M \le \rho$ is a continuous seminorm on $E$ by \autoref{definition:quotient-norm}. Let $\phi_0: Kx \to K$ be defined by $\lambda x \mapsto \lambda \rho_M(x)$. By the \hyperref[Hahn-Banach Theorem]{theorem:hahn-banach}, there exists $\phi \in \hom(E; K)$ such that $\dpb{x, \phi}{E} = \rho_M(x)$ and $|\phi| \le \rho_M \le \rho$.
(2): By (1) applied to $M = \bracs{0}$. (2): By (1) applied to $M = \bracs{0}$.

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@@ -4,6 +4,7 @@
\input{./convex.tex} \input{./convex.tex}
\input{./continuous.tex} \input{./continuous.tex}
\input{./barrel.tex}
\input{./bornologic.tex} \input{./bornologic.tex}
\input{./quotient.tex} \input{./quotient.tex}
\input{./projective.tex} \input{./projective.tex}

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@@ -3,7 +3,7 @@
\begin{definition}[Inductive Locally Convex Topology] \begin{definition}[Inductive Locally Convex Topology]
\label{definition:lc-inductive} \label{definition:lc-inductive}
Let $\seqi{E}$ be locally convex spaces over $K \in \RC$, $\seqi{T}$ such that $T_i \in \hom(E_i; E)$ for all $i \in I$, and $E$ be a vector space over $K$, then there exists a topology $\topo$ on $E$ such that: Let $\seqi{E}$ be locally convex spaces over $K \in \RC$, $E$ be a vector space over $K$, and $\seqi{T}$ such that $T_i \in \hom(E_i; E)$ for all $i \in I$, then there exists a topology $\topo$ on $E$ such that:
\begin{enumerate} \begin{enumerate}
\item $(E, \topo)$ is a locally convex space over $K$. \item $(E, \topo)$ is a locally convex space over $K$.
\item For each $i \in I$, $T_i \in L(E_i; E)$. \item For each $i \in I$, $T_i \in L(E_i; E)$.
@@ -11,7 +11,13 @@
\item For any locally convex space $F$ and $T \in \hom(E; F)$, $T \in L(E; F)$ if and only if $T \circ T_i \in L(E_i; F)$ for all $i \in I$. \item For any locally convex space $F$ and $T \in \hom(E; F)$, $T \in L(E; F)$ if and only if $T \circ T_i \in L(E_i; F)$ for all $i \in I$.
\item The family \item The family
\[ \[
\mathcal{B} = \bracs{U \subset E|U \text{ convex, radial, circled}, T_i^{-1}(U) \in \cn_{E_i}(0) \forall i \in I} \mathcal{B} = \bracs{U \subset E|U \text{ convex, circled, radial}, T_i^{-1}(U) \in \cn_{E_i}(0) \forall i \in I}
\]
is a fundamental system of neighbourhoods for $E$ at $0$.
\item If $E$ is spanned by $\bigcup_{i \in I}T_i(E_i)$, then
\[
\fB = \bracs{\Gamma\paren{\bigcup_{i \in I}T_i(U_i)} \bigg | U_i \in \cn_{E_i}(0)}
\] \]
is a fundamental system of neighbourhoods for $E$ at $0$. is a fundamental system of neighbourhoods for $E$ at $0$.
@@ -31,7 +37,43 @@
(U): Let $U \in \cn_{(E, \mathcal{S})}(0)$ be convex, circled, and radial. By (2), $T_i^{-1}(U) \in \cn_{E_i}(0)$ for all $i \in I$. Thus the convex, circled, and radial neighbourhoods of $0$ in $(E, \mathcal{S})$ is a subset of $\mathcal{B}$. (U): Let $U \in \cn_{(E, \mathcal{S})}(0)$ be convex, circled, and radial. By (2), $T_i^{-1}(U) \in \cn_{E_i}(0)$ for all $i \in I$. Thus the convex, circled, and radial neighbourhoods of $0$ in $(E, \mathcal{S})$ is a subset of $\mathcal{B}$.
(4): Let $i \in I$ and $U \in \cn_F(0)$ be convex, circled, and radial. Since $T \circ E_i \in L(E_i; F)$, $T_i^{-1}(T^{-1}(U)) \in \cn_{E_i}(0)$, so $T^{-1}(U) \in \mathcal{B} \subset \cn_E(0)$. (5): Let $i \in I$ and $U \in \cn_F(0)$ be convex, circled, and radial. Since $T \circ E_i \in L(E_i; F)$, $T_i^{-1}(T^{-1}(U)) \in \cn_{E_i}(0)$, so $T^{-1}(U) \in \mathcal{B} \subset \cn_E(0)$.
(6): If $E$ is spanned by $\bigcup_{i \in I}T_i(E_i)$, then each set in $\fB$ is radial. Hence $\fB$ is a family of neighbourhoods of $E$ at $0$.
Let $U \in \cn_E(0)$ be convex, circled, and radial, then for each $i \in I$, $T_i^{-1}(U) \in \cn_{E_i}(0)$, so $U \supset \bigcup_{i \in I}T_i[T_i^{-1}(U)]$. Since $U$ is convex and circled, $U \supset \Gamma\paren{\bigcup_{i \in I}T_i[T_i^{-1}(U)]} \in \fB$. Therefore $\fB$ forms a fundamental system of neighbourhoods for $E$ at $0$.
\end{proof}
\begin{definition}[Locally Convex Direct Sum]
\label{definition:lc-direct-sum}
Let $\seqi{E}$ be locally convex spaces over $K \in \RC$, then there exists $(E, \seqi{\iota})$ such that:
\begin{enumerate}
\item $E$ is a locally convex space over $K$.
\item For each $i \in I$, $\iota_i \in L(E_i; E)$.
\item[(U)] For each $(F, \seqi{T})$ satisfying (1) and (2), there exists a unique $T \in L(E; F)$ such that the following diagram commutes:
\[
\xymatrix{
A \ar@{->}[r]^{T} & B \\
A_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
}
\]
\item The family
\[
\fB = \bracs{\Gamma\paren{\bigcup_{i \in I}\iota_i(U_i)} \bigg | U_i \in \cn_{E_i}(0)}
\]
is a fundamental system of neighbourhoods for $E$ at $0$.
\end{enumerate}
The space $E = \bigoplus_{i \in I}E_i$ is the \textbf{locally convex direct sum} of $\seqi{E}$.
\end{definition}
\begin{proof}
Let $(E, \seqi{\iota})$ be the direct sum of $\seqi{E}$ as vector spaces, and equip it with the inductive topology induced by $\seqi{\iota}$, then $(E, \seqi{\iota})$ satisfies (1) and (2).
(U): By (U) of the \hyperref[direct sum]{definition:direct-sum}, there exists a unique $T \in \hom(E; F)$ such that the diagram commutes. In which case, by (4) of \autoref{definition:lc-inductive}, $T \in L(E; F)$.
(4): By (6) of \autoref{definition:lc-inductive}.
\end{proof} \end{proof}
\begin{definition}[Inductive Limit] \begin{definition}[Inductive Limit]
@@ -88,6 +130,9 @@
In addition to the neighbourhood construction given above, the inductive topology may also be constructed as the weak topology generated by all topologies satisfying certain properties. While this more non-constructive method is simpler, it does not directly provide an explicit fundamental system of neighbourhoods at $0$. In addition to the neighbourhood construction given above, the inductive topology may also be constructed as the weak topology generated by all topologies satisfying certain properties. While this more non-constructive method is simpler, it does not directly provide an explicit fundamental system of neighbourhoods at $0$.
\end{remark} \end{remark}
\subsection{Strict Inductive Limits}
\label{subsection:lc-induct-strict}
\begin{lemma}[{{\cite[Lemma II.6.4]{SchaeferWolff}}}] \begin{lemma}[{{\cite[Lemma II.6.4]{SchaeferWolff}}}]
\label{lemma:lc-induct-separate} \label{lemma:lc-induct-separate}
Let $E$ be a locally convex space over $K$, $M \subset E$ be a subspace, $U \in \cn_M(0)$ be convex and circled, then Let $E$ be a locally convex space over $K$, $M \subset E$ be a subspace, $U \in \cn_M(0)$ be convex and circled, then

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@@ -25,7 +25,7 @@
\begin{proposition}[{{\cite[II.5.4]{SchaeferWolff}}}] \begin{proposition}[{{\cite[II.5.4]{SchaeferWolff}}}]
\label{proposition:complete-lc-projective-limit} \label{proposition:complete-lc-projective-limit}
Let $E$ be a Hausdorff complete locally convex space over $K \in \RC$, $\mathcal{B} \subset \cn_E(0)$ be a fundamental system of neighbourhoods consisting of convex, circled, and radial sets, directed under inclusion. Let $E$ be a separated complete locally convex space over $K \in \RC$, $\mathcal{B} \subset \cn_E(0)$ be a fundamental system of neighbourhoods consisting of convex, circled, and radial sets, directed under inclusion.
For each $U \in \mathcal{B}$, let $[\cdot]_U$ be its gauge, $M_U = \bracs{x \in E|[\cdot]_U = 0}$, $E_U = E/M_U$, and $\norm{\cdot}_U: E_U \to [0, \infty)$ be the quotient of $[\cdot]_U$ by $M_U$, then For each $U \in \mathcal{B}$, let $[\cdot]_U$ be its gauge, $M_U = \bracs{x \in E|[\cdot]_U = 0}$, $E_U = E/M_U$, and $\norm{\cdot}_U: E_U \to [0, \infty)$ be the quotient of $[\cdot]_U$ by $M_U$, then
\begin{enumerate} \begin{enumerate}
@@ -51,7 +51,7 @@
(3): Let $\lim E_U$ be the projective limit. For each $U \in \mathcal{B}$, let $p_U: \lim E_U \to E_U$ be the canonical map. (3): Let $\lim E_U$ be the projective limit. For each $U \in \mathcal{B}$, let $p_U: \lim E_U \to E_U$ be the canonical map.
Let $x \in E$. Since $E$ is Hausdorff and $\mathcal{B}$ is a fundamental system of neighbourhoods at $0$, there exists $U \in \mathcal{B}$ such that $\pi_U(x) \ne 0$. In which case, $p_U \circ \pi(x) = \pi_U(x) \ne 0$, so $\pi$ is injective. Let $x \in E$. Since $E$ is separated and $\mathcal{B}$ is a fundamental system of neighbourhoods at $0$, there exists $U \in \mathcal{B}$ such that $\pi_U(x) \ne 0$. In which case, $p_U \circ \pi(x) = \pi_U(x) \ne 0$, so $\pi$ is injective.
Let $x \in \lim E_U$. For each $U \in \mathcal{B}$, let $x_U \in E$ such that $\pi_U(x_U) = p_U(x)$. For any $V \in \cn_E(0)$, there exists $W \in \mathcal{B}$ with $W \subset V$. In which case, for any $U \in \mathcal{B}$ with $U \subset W$, Let $x \in \lim E_U$. For each $U \in \mathcal{B}$, let $x_U \in E$ such that $\pi_U(x_U) = p_U(x)$. For any $V \in \cn_E(0)$, there exists $W \in \mathcal{B}$ with $W \subset V$. In which case, for any $U \in \mathcal{B}$ with $U \subset W$,
\[ \[

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@@ -66,7 +66,7 @@
\item $BV([a, b]; E)$ is a vector space. \item $BV([a, b]; E)$ is a vector space.
\item For each continuous seminorm $\rho$ on $E$, $[\cdot]_{\text{var}, \rho}$ is a seminorm on $BV([a, b]; E)$. \item For each continuous seminorm $\rho$ on $E$, $[\cdot]_{\text{var}, \rho}$ is a seminorm on $BV([a, b]; E)$.
\item Let $\fF$ be a filter on $BV([a, b]; E)$ and $f: [a, b] \to E$. If \item Let $\fF$ be a filter on $BV([a, b]; E)$ and $f: [a, b] \to E$. If
\begin{enumerate} \begin{enumerate}[label=\alph*]
\item $\pi_x(\fF) \to f(x)$ for all $x \in [a, b]$. \item $\pi_x(\fF) \to f(x)$ for all $x \in [a, b]$.
\item For every continuous seminorm $\rho$ on $E$, there exists $U \in \fF$ such that $\sup_{g \in U}[g]_{\text{var}, \rho} = M_\rho < \infty$. \item For every continuous seminorm $\rho$ on $E$, there exists $U \in \fF$ such that $\sup_{g \in U}[g]_{\text{var}, \rho} = M_\rho < \infty$.
\end{enumerate} \end{enumerate}

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@@ -5,7 +5,7 @@
\label{definition:tvs-completion} \label{definition:tvs-completion}
Let $E$ be a TVS over $K \in \RC$, then there exists $(\wh E, \iota)$ such that: Let $E$ be a TVS over $K \in \RC$, then there exists $(\wh E, \iota)$ such that:
\begin{enumerate} \begin{enumerate}
\item $\wh E$ is a complete Hausdorff TVS. \item $\wh E$ is a complete separated TVS.
\item $\iota \in L(E; \wh E)$. \item $\iota \in L(E; \wh E)$.
\item[(U)] For any $(F, T)$ satisfying (1) and (2), there exists a unique $\ol{T} \in L(\wh E; F)$ such that the following diagram commutes: \item[(U)] For any $(F, T)$ satisfying (1) and (2), there exists a unique $\ol{T} \in L(\wh E; F)$ such that the following diagram commutes:
\end{enumerate} \end{enumerate}

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@@ -54,7 +54,7 @@
\begin{theorem}[Linear Extension Theorem (TVS)] \begin{theorem}[Linear Extension Theorem (TVS)]
\label{theorem:linear-extension-theorem-tvs} \label{theorem:linear-extension-theorem-tvs}
Let $E$ be a TVS over $K \in \RC$, $F$ be a complete Hausdorff TVS over $K$, $D \subset E$ be a dense subspace, and $T \in L(D; F)$, then: Let $E$ be a TVS over $K \in \RC$, $F$ be a complete separated TVS over $K$, $D \subset E$ be a dense subspace, and $T \in L(D; F)$, then:
\begin{enumerate} \begin{enumerate}
\item There exists an extension $\ol T \in L(E; F)$ such that $\ol T|_D = T$. \item There exists an extension $\ol T \in L(E; F)$ such that $\ol T|_D = T$.
\item[(U)] For any $S \in C(E; F)$ satisfying (1), $S = \ol T$. \item[(U)] For any $S \in C(E; F)$ satisfying (1), $S = \ol T$.

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@@ -40,7 +40,7 @@
\begin{proposition} \begin{proposition}
\label{proposition:tvs-quotient-hausdorff} \label{proposition:tvs-quotient-hausdorff}
Let $E$ be a TVS over $K \in \RC$, $M \subset E$ be a subspace, then $E/M$ is Hausdorff if and only if $M$ is closed. Let $E$ be a TVS over $K \in \RC$, $M \subset E$ be a subspace, then $E/M$ is separated if and only if $M$ is closed.
\end{proposition} \end{proposition}
\begin{proof} \begin{proof}
The space $M$ is closed if and only if The space $M$ is closed if and only if
@@ -48,5 +48,5 @@
M = \bigcap_{V \in \cn(0)}M + V M = \bigcap_{V \in \cn(0)}M + V
\] \]
which is equivalent to $E/M$ being Hausdorff. which is equivalent to $E/M$ being separated.
\end{proof} \end{proof}

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@@ -36,7 +36,7 @@
\begin{proposition}[{{\cite[Theorem 2.30]{Folland}}}] \begin{proposition}[{{\cite[Theorem 2.30]{Folland}}}]
\label{proposition:cauchy-in-measure-limit} \label{proposition:cauchy-in-measure-limit}
Let $(X, \cm, \mu)$ be a measure space, $(Y, d)$ be a complete metric space, and $\seq{f_n}$ be Borel measurable functions from $X \to Y$, then: Let $(X, \cm, \mu)$ be a measure space, $(Y, d)$ be a complete metric space, and $\seq{f_n} \subset Y^X$ be a sequence Borel measurable functions from $X \to Y$ that is Cauchy in measure, then:
\begin{enumerate} \begin{enumerate}
\item There exists a Borel measurable function $f: X \to Y$ such that $f_n \to f$ in measure. \item There exists a Borel measurable function $f: X \to Y$ such that $f_n \to f$ in measure.
\item There exists a subsequence $\seq{n_k}$ such that $f_{n_k} \to f$ almost everywhere. \item There exists a subsequence $\seq{n_k}$ such that $f_{n_k} \to f$ almost everywhere.