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Author SHA1 Message Date
Bokuan Li
719e9a1f7a Added complexification.
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2026-05-23 21:19:04 -04:00
Bokuan Li
a058df3163 Added more complex analysis. 2026-05-18 18:06:02 -04:00
Bokuan Li
85d1d78bda Added appropriate form of Taylor's formula. 2026-05-18 16:24:43 -04:00
9 changed files with 343 additions and 13 deletions

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@@ -221,7 +221,7 @@
\end{proof}
\begin{definition}[Complex Analytic]
\begin{definition}[Holomorphic]
\label{definition:complex-analytic}
Let $E$ be a complete separated locally convex space over $\complex$, $U \subset \complex$ be open, and $f \in C(U; E)$, then the following are equivalent:
\begin{enumerate}
@@ -234,16 +234,16 @@
\[
f(z_0) = \frac{1}{2\pi i} \int_\gamma \frac{f(z)}{z - z_0}dz
\]
\item (\textbf{Analyticity}) For each $z_0 \in U$ and $r > 0$ such that $\ol{B(z_0, r)} \subset U$, there exists $\seq{a_n} \subset E$ such that $f$ may be expressed as a power series
\item (\textbf{Analyticity}) For each $z_0 \in U$ and $r > 0$ with $\ol{B(0, r)} \subset U$, there exists $\seq{a_n} \subset E$ such that for each $z \in B(z_0, r/2)$,
\[
f(z) = \sum_{n = 0}^\infty a_n(z - z_0)^n
\]
with radius of convergence at least $r$.
where the radius of convergence of the series is at least $r$.
\item (\textbf{Weak Holomorphy}) For each $\phi \in E^*$, $\phi \circ f$ satisfies the above.
\end{enumerate}
If the above holds, then $f$ is \textbf{complex analytic}.
If the above holds, then $f$ is \textbf{holomorphic/complex analytic} on $U$.
\end{definition}
\begin{proof}
(1) $\Leftrightarrow$ (2): \autoref{lemma:complex-analytic}.
@@ -257,7 +257,7 @@
Let
\[
g(z) = \sum_{k = 0}^\infty \frac{1}{k!} D^kf(z_0)(z - z_0)^n
g(z) = \sum_{k = 0}^\infty \frac{1}{k!} D^kf(z_0)(z - z_0)^k
\]
then by \hyperref[Cauchy's Estimate]{corollary:cauchy-estimate}, for any $k \in \natz$ and continuous seminorm $[\cdot]_E: E \to [0, \infty)$,
@@ -267,7 +267,7 @@
Thus $[D^kf(z_0)/k!]_E \le C/r^k$ for all $k \in \natz$, and the radius of convergence of $g$ is at least $r$.
Let $z \in B(z_0, r/2)$, $s = |z - z_0|$, and $n \in \natp$, then by \hyperref[Taylor's Formula]{theorem:taylor-lagrange} and \hyperref[Cauchy's Estimate]{corollary:cauchy-estimate},
Let $z \in B(z_0, r/2)$, $s = |z - z_0|$, and $n \in \natp$, then by \hyperref[Taylor's Formula]{theorem:taylor-integral} and \hyperref[Cauchy's Estimate]{corollary:cauchy-estimate},
\begin{align*}
\braks{f(z) - \sum_{k = 0}^n \frac{1}{k!} D^kf(z_0)(z - z_0)^n}_E &\le s^{n+1} \cdot \sup_{z' \in \ol{B(z_0, s)}} [D^{n+1}f(z')]_E \\
&\le \frac{Cs^{n+1}}{(r-s)^{n+1}}
@@ -281,3 +281,4 @@
\end{proof}

44
src/dg/complex/entire.tex Normal file
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@@ -0,0 +1,44 @@
\section{Entire Functions}
\label{section:entire-holomorphic}
\begin{definition}[Entire Function]
\label{definition:entire-function}
Let $E$ be a complete separated locally convex space over $\complex$, then an \textbf{entire $E$-valued function} is an $E$-valued holomorphic function on $\complex$.
\end{definition}
\begin{proposition}
\label{proposition:entire-power-series}
Let $E$ be a complete separated locally convex space over $\complex$, and $f \in H(\complex; E)$, then for any $z_0 \in \complex$ and $z \in \complex$,
\[
f(z) = \sum_{k = 0}^\infty \frac{1}{k!} D^kf(z_0)(z - z_0)^k
\]
where the radius of convergence of the series is infinite.
\end{proposition}
\begin{proof}
See (4) of \autoref{definition:complex-analytic}.
\end{proof}
\begin{theorem}[Liouville]
\label{theorem:liouville}
Let $E$ be a complete separated locally convex space over $\complex$ and $f \in H(\complex; E)$. If $f$ is bounded, then $f$ is constant.
\end{theorem}
\begin{proof}
Let $x_0 \in \complex$ and $[\cdot]_E: [E, \infty)$ be a continuous seminorm on $E$, then by \hyperref[Cauchy's Estimate]{corollary:cauchy-estimate},
\[
[Df(z_0)]_E \le \frac{1}{r} \sup_{z \in \ol{B(z_0, r)}}[f(z)]_E
\]
for all $r > 0$. Therefore $Df = 0$, and $f$ is constant.
\end{proof}
\begin{theorem}[Fundamental Theorem of Algebra]
\label{theorem:fundamental-theorem-of-algebra}
Let $p \in \complex[z]$ be a non-constant polynomial, then there exists $z \in \complex$ such that $f(z) = 0$.
\end{theorem}
\begin{proof}
Let $p \in \complex[z]$ such that $p(z) \ne 0$ for all $z \in \complex$. Let $f = 1/p$, then $f \in H(\complex; \complex) \cap C_0(\complex; \complex)$, so $f$ is bounded. By \hyperref[Liouville's Theorem]{theorem:liouville}, $f$ and thus $p$ is constant.
\end{proof}

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@@ -3,6 +3,8 @@
\input{./derivative.tex}
\input{./space.tex}
\input{./log.tex}
\input{./entire.tex}

40
src/dg/complex/space.tex Normal file
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@@ -0,0 +1,40 @@
\section{Spaces of Holomorphic Functions}
\label{section:holomorphic-function-space}
\begin{definition}[Space of Holomorphic Functions]
\label{definition:holomorphic-function-space}
Let $E$ be a complete separated locally convex space over $\complex$ and $U \subset \complex$ be open, then $H(U; E)$ is the \textbf{space of $E$-valued holomorphic functions on $U$}, equipped with the topology of uniform convergence on compact sets.
\end{definition}
\begin{proposition}
\label{proposition:holomorphic-complete}
Let $E$ be a complete separated locally convex space over $\complex$ and $U \subset \complex$ be open, then $H(U; E)$ is complete.
\end{proposition}
\begin{proof}
By \hyperref[corollary:cauchy-estimate]{Cauchy's estimate}, uniform convergence on compact sets is equivalent to uniform convergence of derivatives of all orders on compact sets. Since $U$ is locally compact, uniform limits of holomorphic functions are holomorphic by \autoref{theorem:differentiable-uniform-limit}.
\end{proof}
\begin{theorem}[Montel]
\label{theorem:montel}
Let $E$ be a complete separated locally convex space over $\complex$, $U \subset \complex$ be open, and $\cf \subset H(U; E)$, then the following are equivalent:
\begin{enumerate}[label=(B\arabic*)]
\item $\cf$ is equicontinuous, and for each $x \in U$, $\cf(x) = \bracs{f(x)|f \in \cf}$ is bounded.
\item $\cf$ is bounded in $H(U; E)$.
\end{enumerate}
and the following are equivalent:
\begin{enumerate}[label=(C\arabic*)]
\item $\cf$ is precompact in $H(U; E)$.
\item $\cf$ is bounded in $H(U; E)$, and for each $x \in U$, $\cf(x) = \bracs{f(x)|f \in \cf}$ is precompact.
\end{enumerate}
\end{theorem}
\begin{proof}
(B1) $\Rightarrow$ (B2): Let $K \subset U$ be compact and $V \in \cn_E(0)$ be circled. Since $\cf$ is equicontinuous, for each $x \in K$, there exists $U_x \in \cn_U(x)$ such that $f(y) - f(x) \in V$ for all $y \in U_x$ and $f \in \cf$. By compactness of $K$, there exists $\seqf{x_j} \subset K$ such that $K \subset \bigcup_{j = 1}^n U_{x_j}$. Since $B = \bigcup_{j = 1}^n \cf(x_j)$ is bounded, there exists $\lambda > 0$ such that $\lambda V \supset B$. In which case,
\[
(\lambda + 1)V \supset B + V \supset \bigcup_{x \in K}^n \cf(x)
\]
(B2) $\Rightarrow$ (B1): By \hyperref[Cauchy's Estimate]{corollary:cauchy-estimate}, $\bracsn{Df|f \in \cf}$ is also uniformly bounded on every compact set. Thus $\cf$ is equicontinuous.
(C1) $\Leftrightarrow$ (C2): By the \hyperref[Arzelà-Ascoli Theorem]{theorem:arzela-ascoli}.
\end{proof}

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@@ -62,16 +62,17 @@
\begin{theorem}[Taylor's Formula, Peano Remainder]
\label{theorem:taylor-peano}
Let $E$ be a topological vector space, $\sigma \subset \mathfrak{B}(E)$ be an ideal that includes bounded sets contained in finite-dimensional subspaces, $F$ be a separated locally convex space, $U \subset E$ be open, and $f: U \to F$ be $n$-fold $\tilde \sigma$-differentiable at $x_0 \in U$, then there exists $r \in \mathcal{R}_\sigma^n(E; F)$ such that
Let $E$ be a topological vector space, $\sigma \subset \mathfrak{B}(E)$ be an ideal containing bounded subsets in finite-dimensional subspaces, $F$ be a separated locally convex space, $U \subset E$ be open, and $f: U \to F$ be $n$-fold $\tilde \sigma$-differentiable at $x_0 \in U$, then there exists $r \in \mathcal{R}_\sigma^n(E; F)$ such that
\[
g(x_0 + h) = g(x_0) + \sum_{k = 1}^n \frac{1}{k!}D^k_\sigma f(x_0)(h^{(k)}) + r(h)
f(x_0 + h) = f(x_0) + \sum_{k = 1}^n \frac{1}{k!}D^k_\sigma f(x_0)(h^{(k)}) + r(h)
\]
for sufficiently small $h$.
\end{theorem}
\begin{proof}[Proof {{\cite[Theorem 4.7.3]{Bogachev}}}. ]
Let
\[
r(h) = g(x_0 + h) - g(x) - \sum_{k = 1}^n \frac{1}{k!}D^k_\sigma f(x_0)(h^{(k)})
r(h) = f(x_0 + h) - f(x) - \sum_{k = 1}^n \frac{1}{k!}D^k_\sigma f(x_0)(h^{(k)})
\]
For any $1 \le k \le n$, $D^k_\sigma(x_0) \in B^k_\sigma(E; F)$ is symmetric by \autoref{theorem:derivative-symmetric}. Let $T_k(h) = \frac{1}{k!}D^k_\sigma f(x_0)(h^{(k)})$, then by \autoref{theorem:power-rule}, for any $\bracs{t_j}_1^\ell \in E$,
@@ -85,7 +86,7 @@
so
\[
D^k_\sigma r(0) = D^k_\sigma g(x_0) - D^k_\sigma(x_0) = 0
D^k_\sigma r(0) = D^k_\sigma g(x_0) - D^k_\sigma f(x_0) = 0
\]
@@ -121,3 +122,41 @@
Therefore $r \in \mathcal{R}_\sigma^{n+1}(E; F)$.
\end{proof}
\begin{theorem}[Taylor's Formula, Integral Remainder]
\label{theorem:taylor-integral}
Let $E$ be a topological vector space, $\sigma \subset \mathfrak{B}(E)$ be a covering ideal, $F$ be a separated locally convex space, $U \subset E$ be open, and $f \in C^{n+1}_\sigma(E; F)$, then for any $x_0 \in U$ and $h \in E$ such that $[x_0, x_0 + h] \subset U$, then
\[
f(x_0 + h) = f(x_0) + \sum_{k = 1}^n \frac{1}{k!}D^k_\sigma f(x_0)(h^{(k)}) + r(h)
\]
where
\[
r(h) = \int_0^1 \frac{(1 - t)^{n}}{n!}D^{n+1}_\sigma f(x_0 + th)(h^{(n+1)}) dt
\]
In particular, for any continuous seminorm $[\cdot]_F: F \to [0, \infty)$,
\[
[r(h)]_F \le \frac{1}{(n+1)!} \cdot \sup_{t \in [0, 1]}[D^{n+1}_\sigma f(x_0 + th)(h^{n+1})]
\]
\end{theorem}
\begin{proof}{Proof, {{\cite[Section XIII.6]{Lang}}}. }
Firstly, if $n = 0$, then by the \hyperref[Fundamental Theorem of Calculus]{theorem:ftc-riemann},
\[
f(x_0 + h) - f(x_0) = \int_0^1 D_\sigma f(x_0 + th)(h) dt
\]
Assume inductively that the theorem holds for $n \in \natz$. Let
\[
u(t) = D^{n+1}_\sigma f(x + ty)(h^{(n+1)}) \quad v(t) = -\frac{(1 - t)^{n+1}}{(n+1)!}
\]
then $Dv(t) = (1 - t)^n/n!$, and using the \hyperref[change of variables formula]{theorem:rs-change-of-variables} and \hyperref[integration by parts]{theorem:rs-ibp},
\begin{align*}
r(h) &= \frac{1}{n!}\int_0^1 (1 - t)^{n}D^{n+1}_\sigma f(x_0 + th)(h^{(n+1)}) dt \\
&= \int_0^1 udv = u(1)v(1) - u(0)v(0) - \int_0^1 vdu \\
&= D_\sigma^{n+1}(x_0)(h^{(n+1)}) \\
&+ \int_0^1 \frac{(1 - t)^{n+1}}{(n+1)!}D^{n+2}_\sigma f(x_0 + th)(h^{(n+2)}) dt
\end{align*}
\end{proof}

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@@ -54,8 +54,8 @@
\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:
\[
\xymatrix{
A \ar@{->}[r]^{T} & B \\
A_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
E \ar@{->}[r]^{T} & F \\
E_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
}
\]
@@ -71,13 +71,45 @@
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).
Let $(E, \seqi{\iota})$ be the direct sum of $\seqi{E}$ as vector spaces, and equip it with the locally convex 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}
\begin{proposition}
\label{proposition:finite-lc-product}
Let $\seqf{E_j}$ be TVSs over $K \in \RC$, then the following spaces coincide:
\begin{enumerate}
\item The product $\prod_{j = 1}^n E_j$.
\item The direct sum of $\seqf{E_j}$ as topological vector spaces.
\item The direct sum of $\seqf{E_j}$ as locally convex spaces.
\end{enumerate}
\end{proposition}
\begin{proof}
By \autoref{proposition:finite-tvs-product}, it is sufficient to show that (1) and (3) coincide. The proof is \textit{exactly} the same as \autoref{proposition:finite-tvs-product}, but included here for completeness.
Let $1 \le k \le n$, then for each $1 \le k, l \le n$, $\pi_l \circ \iota_k \in L(E_k, E_l)$, so by (U) of the \hyperref[product]{definition:tvs-product}, $\iota_k \in L(E_k; \prod_{j = 1}^n E_j)$. Thus $\prod_{j = 1}^n E_j$ satisfies (1) and (2) of the \hyperref[direct sum]{definition:lc-direct-sum}.
For any locally convex space $F$ over $K$ and $\seqf{T_j}$ with $T_j \in L(E_j; F)$ for each $1 \le j \le n$, let
\[
T: \prod_{j = 1}^n E_j \to F \quad (x_1, \cdots, x_n) \mapsto \sum_{j = 1}^n T_jx_j
\]
then $T \in L(\prod_{j = 1}^n E_j; F)$ is the unique continuous linear map such that the following diagram commutes:
\[
\xymatrix{
E \ar@{->}[r]^{T} & F \\
E_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
}
\]
Hence $\prod_{j = 1}^n E_j$ satisfies (U) of the \hyperref[direct sum]{definition:lc-direct-sum}, so the spaces coincide.
\end{proof}
\begin{definition}[Inductive Limit]
\label{definition:lc-inductive-limit}
Let $(\seqi{E}, \bracsn{T^i_j| i, j \in I, i \lesssim j})$ be an upward-directed system of locally convex spaces over $K \in \RC$, then there exists $(E, \bracsn{T^i_E}_{i \in I})$ such that:

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@@ -0,0 +1,119 @@
\section{Complexification}
\label{section:complexification}
\begin{definition}[Complexification]
\label{definition:complexification}
Let $E$ be a vector space over $\real$, then there exists a pair $(\complex(E), \iota)$ such that:
\begin{enumerate}
\item $\complex(E)$ is a vector space over $\complex$.
\item $\iota: E \to \complex(E)$ is a $\real$-linear map.
\item[(U)] For any pair $(F, T)$ satisfying (1) and (2), there exists a unique $\complex$-linear map $\complex(T): \complex(E) \to F$ such that the following diagram commutes:
\[
\xymatrix{
\mathbb{C}(E) \ar@{->}[r]^{\mathbb{C}(T)} & F \\
E \ar@{->}[u]^{\iota} \ar@{->}[ru]_{T} &
}
\]
\item $\complex(E) = \iota(E) \oplus i\iota(E)$ as a vector space over $\real$. Under this decomposition, elements of $\complex(E)$ are written as $x + iy$, where $x, y \in E$.
\end{enumerate}
The pair $(\complex(E), \iota)$ is the \textbf{complexification} of $E$, and
\begin{enumerate}
\item[(F)] For any vector space $F$ over $\real$ and $\real$-linear map $T: E \to F$, there exists a unique $\complex$-linear map $\complex(T): \complex(E) \to \complex(F)$ such that the following diagram commutes:
\[
\xymatrix{
\mathbb{C}(E) \ar@{->}[r]^{\mathbb{C}(T)} & \mathbb{C}(F) \\
E \ar@{->}[u]^{\iota} \ar@{->}[r]_{T} & F \ar@{->}[u]_{\iota}
}
\]
which is given by
\[
\complex(T)(x + iy) = Tx + iTy
\]
\end{enumerate}
\end{definition}
\begin{proof}
(1): Let $\complex(E) = E \times E$ with coordinate-wise addition. For each $a, b \in \real$ and $x, y \in E$, let
\[
(a + bi)(x, y) = (ax - by, bx + ay)
\]
then $\complex(E)$ is a vector space over $\complex$.
(2): Let $\iota: E \to \complex(E)$ be defined by $\iota(x) = (x, 0)$, then $\iota$ is $\real$-linear.
(U): Let
\[
\complex(T): \complex(E) \to F \quad (x, y) \mapsto Tx + iTy
\]
then $\complex(T)$ is the unique $\complex$-linear map such that the given diagram commutes.
(F): By (U) applied to $\iota \circ T$.
\end{proof}
\begin{definition}[Complexification of Topological Vector Space]
\label{definition:complexification-tvs}
Let $E$ be a TVS over $\real$, then there exists a pair $(\complex(E), \iota)$ such that:
\begin{enumerate}
\item $\complex(E)$ is a TVS over $\complex$.
\item $\iota: E \to \complex(E)$ is a continuous $\real$-linear map.
\item[(U)] For any pair $(F, T)$ satisfying (1) and (2), there exists a unique continuous $\complex$-linear map $\complex(T): \complex(E) \to F$ such that the following diagram commutes:
\[
\xymatrix{
\mathbb{C}(E) \ar@{->}[r]^{\mathbb{C}(T)} & F \\
E \ar@{->}[u]^{\iota} \ar@{->}[ru]_{T} &
}
\]
\item $\complex(E) = \iota(E) \oplus i\iota(E)$ as a TVS over $\real$.
\end{enumerate}
The pair $(\complex(E), \iota)$ is the \textbf{complexification} of $E$ as a topological vector space, and
\begin{enumerate}[start=4]
\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 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:
\[
\xymatrix{
\mathbb{C}(E) \ar@{->}[r]^{\mathbb{C}(T)} & \mathbb{C}(F) \\
E \ar@{->}[u]^{\iota} \ar@{->}[r]_{T} & F \ar@{->}[u]_{\iota}
}
\]
which is given by
\[
\complex(T)(x + iy) = Tx + iTy
\]
\end{enumerate}
\end{definition}
\begin{proof}
(1), (2): Let $(\complex(E), \iota)$ be the complexification of $E$ as a vector space, and equip it with the \hyperref[direct sum]{definition:tvs-direct-sum} topology.
(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.
(5): Let $\norm{\cdot}_E: E \to [0, \infty)$ be the norm of $E$, and define
\[
\norm{\cdot}_{\complex(E)}: \complex(E) \to [0, \infty) \quad (x, y) \mapsto \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta)x + \sin(\theta)y}_E
\]
then for any $\phi \in [0, 2\pi]$ and $x, y \in E$,
\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)} \\
&= \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta - \phi)x + \sin(\theta - \phi)y}_E \\
&= \norm{(x, y)}_{\complex(E)}
\end{align*}
so $\norm{(x, y)}_{\complex(E)}$ is a norm. For any $x \in E$,
\[
\norm{\iota x}_{\complex(E)} = \sup_{\theta \in [0, 2\pi]}\norm{\cos(\theta)x}_E = \norm{x}_E \\
\]
Therefore $\iota: E \to \complex(E)$ is isometric.
(F): By (U) applied to $\iota \circ T$.
\end{proof}

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@@ -2,6 +2,7 @@
\label{chap:tvs}
\input{./definition.tex}
\input{./complexify.tex}
\input{./metric.tex}
\input{./bounded.tex}
\input{./dual.tex}

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@@ -34,6 +34,58 @@
(4): Let $U \in \cn_F(0)$ be circled and radial and $i \in I$. Since $T \circ E_i \in L(E_i; F)$, $T_i^{-1}(T^{-1}(U)) \in \cn_{E_i}(0)$, so $T^{-1}(U) \in \mathcal{B} \subset \cn_E(0)$.
\end{proof}
\begin{definition}[Direct Sum]
\label{definition:tvs-direct-sum}
Let $\seqi{E}$ be TVSs over $K \in \RC$, then there exists $(E, \seqi{\iota})$ such that:
\begin{enumerate}
\item $E$ is a TVS 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:
\[
\xymatrix{
E \ar@{->}[r]^{T} & F \\
E_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
}
\]
\end{enumerate}
The space $E = \bigoplus_{i \in I}E_i$ is the \textbf{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:tvs-inductive}, $T \in L(E; F)$.
\end{proof}
\begin{proposition}
\label{proposition:finite-tvs-product}
Let $\seqf{E_j}$ be TVSs over $K \in \RC$, then
\[
\prod_{j = 1}^n E_j = \bigoplus_{j = 1}^n E_j
\]
\end{proposition}
\begin{proof}
Let $1 \le k \le n$, then for each $1 \le k, l \le n$, $\pi_l \circ \iota_k \in L(E_k, E_l)$, so by (U) of the \hyperref[product]{definition:tvs-product}, $\iota_k \in L(E_k; \prod_{j = 1}^n E_j)$. Thus $\prod_{j = 1}^n E_j$ satisfies (1) and (2) of the \hyperref[direct sum]{definition:tvs-direct-sum}.
For any TVS $F$ over $K$ and $\seqf{T_j}$ with $T_j \in L(E_j; F)$ for each $1 \le j \le n$, let
\[
T: \prod_{j = 1}^n E_j \to F \quad (x_1, \cdots, x_n) \mapsto \sum_{j = 1}^n T_jx_j
\]
then $T \in L(\prod_{j = 1}^n E_j; F)$ is the unique continuous linear map such that the following diagram commutes:
\[
\xymatrix{
E \ar@{->}[r]^{T} & F \\
E_i \ar@{->}[u]^{\iota_i} \ar@{->}[ru]_{T_i} &
}
\]
Hence $\prod_{j = 1}^n E_j$ satisfies (U) of the \hyperref[direct sum]{definition:tvs-direct-sum}, so the spaces coincide.
\end{proof}
\begin{definition}[Inductive Limit]
\label{definition:tvs-inductive-limit}
Let $(\seqi{E}, \bracsn{T^i_j| i, j \in I, i \lesssim j})$ be an upward-directed system of TVSs over $K \in \RC$, then there exists $(E, \bracsn{T^i_E}_{i \in I})$ such that: