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Author SHA1 Message Date
Bokuan Li
aa47453f25 Added Gantmacher's theorem.
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2026-07-20 17:00:46 -04:00
Bokuan Li
22f9bc219b Added tensor gymnastics. 2026-07-20 12:58:27 -04:00
Bokuan Li
4b1a17c259 Added the c_0 sequence space and its duality result. 2026-07-20 12:57:20 -04:00
3 changed files with 110 additions and 1 deletions

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@@ -53,6 +53,32 @@
In constructing the \hyperref[projective tensor product]{definition:projective-tensor-product}, it may be more natural to obtain its topology as a projective topology using its universal property. However, doing so requires taking a least upper bound across \textit{all continuous linear maps defined on} $E \times F$, a collection too big to be a set. As such, constructing it as a projective topology is logically dubious, or at the very least beyond my abilities.
\end{remark}
\begin{proposition}
\label{proposition:projective-tensor-product-dual}
Let $E, F$ be locally convex space over $K \in \RC$, then
\[
(E \wh \otimes_\pi F)^* = (E \otimes_\pi F)^* \iso L^2(E, F; K) \iso L(E; F^*) \iso L(F; E^*)
\]
where:
\begin{enumerate}
\item The dual pairing between $E \otimes_\pi F$ and $L^2(E, F; K)$ is given by
\[
\angles{\sum_{k = 1}^n x_k \otimes y_k, \lambda}_{E \otimes_\pi F} = \sum_{k = 1}^n \lambda(x_k, y_k)
\]
\item The dual pairing between $E \otimes_\pi F$ and $L(E; F^*)$ is given by
\[
\angles{\sum_{k = 1}^n x_k \otimes y_k, T}_{E \otimes_\pi F} = \sum_{k = 1}^n \dpn{y_k, Tx_k}{F}
\]
\item The dual pairing between $E \otimes_\pi F$ and $L(F; E^*)$ is given by
\[
\angles{\sum_{k = 1}^n x_k \otimes y_k, T}_{E \otimes_\pi F} = \sum_{k = 1}^n \dpn{x_k, Ty_k}{E}
\]
\end{enumerate}
\end{proposition}
\begin{definition}[Cross Seminorm]

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@@ -1,6 +1,22 @@
\section{$l^p$ Direct Sums}
\section{Sequence Spaces}
\label{section:lp-direct-sum}
\begin{definition}[$c_0$-Direct Sum]
\label{definition:c0-direct-sum}
Let $\seqi{X}$ be normed vector spaces over $K \in \RC$. For any $x \in \prod_{i \in I}X_i$, $x$ \textbf{vanishes at infinity} if for each $\eps > 0$, $\bracs{i \in I| \norm{x_i}_{X_i} \ge \eps}$ is finite. The space
\[
[c_0(I); X_i] = \bracs{x \in \prod_{i \in I}X_i \bigg | x \text{ vanishes at infinity}}
\]
equipped with the uniform norm
\[
\norm{x}_{[c_0(I); X_i]} = \sup_{i \in I}\norm{x_i}_{X_i}
\]
is the \textbf{$c_0$-direct sum} of $\seqi{X}$.
\end{definition}
\begin{definition}[$l^p$-Direct Sum]
\label{definition:lp-direct-sum}
Let $\seqi{X}$ be normed vector spaces over $K \in \RC$ and $p \in [1, \infty)$, then the \textbf{$l^p$-direct sum} of $\seqi{X}$ is the space
@@ -63,6 +79,42 @@
\]
\end{proof}
\begin{theorem}
\label{theorem:c0-sum-dual}
Let $\seqi{X}$ be normed vector spaces over $K \in \RC$. For each $y \in [l^1(I); X_i^*]$, let
\[
\phi_y: [c_0(I); X_i] \to K \quad x \mapsto \sum_{i \in I}\dpn{x_i, y_i}{X_i}
\]
then the mapping
\[
[l^1(I); X_i^*] \to [c_0(I); X_i]^* \quad y \mapsto \phi_y
\]
is an isometric isomorphism.
\end{theorem}
\begin{proof}
By \hyperref[Hölder's Inequality]{proposition:lp-direct-sum-gymnastics}, for each $y \in [l^1(I); X_i^*]$, $\norm{\phi_y}_{[c_0(I); X_i]^*} \le \norm{y}_{[l^1(I); X_i]}$.
Let $\phi \in [c_0(I); X_i]^*$, then there exists $y \in [l^\infty(I); X_i^*]$ such that for each $i \in I$ and $x \in X_i$, $\dpn{x_i \cdot \one_{\bracs{i}}, \phi}{[l^p(I); X_i]} = \dpn{x_i, y_i}{X_i}$.
Let $J \subset I$ be finite and $\alpha \in (0, 1)$, then there exists $x \in [c_0(I); X_i]$ such that
\begin{enumerate}
\item $\{i \in I|x_i \ne 0\} \subset J$.
\item $\norm{x}_{[c_0(I); X_i]} \le 1$.
\item For each $j \in J$, $\dpn{x_j, y_j}{X_j} \ge \alpha\norm{y_j}_{X_j^*}$.
\end{enumerate}
Thus
\[
\alpha\sum_{j \in J}\norm{y_j}_{X_j^*} \le \sum_{j \in J}\dpn{x_j, y_j}{X_j} = \dpn{x, y}_{[c_0(I); X_i]} \le \norm{\phi}_{[c_0(I); X_i]^*}
\]
As the above holds for all $\alpha \in (0, 1)$ and $J \subset I$ finite, $y \in [l^1(I); X_i]$ with $\norm{y}_{[l^1(I); X_i^*]} \le \norm{\phi_y}_{[c_0(I); X_i]^*}$. By the \hyperref[Dominated Convergence Theorem]{theorem:dct}, $\dpn{x, \phi_y}{[c_0(I); X_i]} = \dpn{x, \phi}{[c_0(I); X_i]}$ for all $x \in [c_0(I); X_i]$. Hence the map is an isometric isomorphism.
\end{proof}
\begin{theorem}
\label{theorem:lp-sum-dual}
Let $\seqi{X}$ be normed vector spaces over $K \in \RC$ and $p \in [1, \infty)$ and $q \in (1, \infty]$ be Hölder conjugates. For each $y \in [l^q(I); X_i^*]$, let

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@@ -26,3 +26,34 @@
($\Leftarrow$): By \autoref{proposition:operator-space-completeness}, $E^*$ is complete. The preceding case then implies that $T^{**} \in L(E^{**}; F^{**})$ is compact. As such, its restriction to $E$, being identified with $T$, is also compact.
\end{proof}
\begin{theorem}[Gantmacher]
\label{theorem:weakly-compact-biadjoint}
Let $E, F$ be Banach spaces over $K \in \RC$, and $T \in L(E; F)$, then the following are equivalent:
\begin{enumerate}
\item $T(B_E(0, 1))$ is relatively $\sigma(F, F^*)$-compact.
\item $T^{**}(E^{**}) \subset F \subset F^{**}$.
\end{enumerate}
\end{theorem}
\begin{proof}
Let $B_E$ be the closed unit ball of $E$, and $B_{E^{**}}$ be the closed unit ball of $E^{**}$. By \hyperref[Goldstine's Theorem]{theorem:goldstine-weak}, $B_E$ is $\sigma(E^{**}, E^*)$-dense in $B_{E^{**}}$. Since $T^{**}$ is a $\sigma(E^{**}, E^*)$-$\sigma(F^{**}, F^*)$-continuous extension of $T$,
\[
T^{**}(B_{E^{**}}) = T^{**}\paren{\ol{B_E}^{\sigma(E^{**}, E^*)}} \subset \ol{T(B_E)}^{\sigma(F^{**}, F^*)}
\]
by \autoref{proposition:closure-of-image}. On the other hand, $B_{E^{**}}$ is $\sigma(E^{**}, E^*)$-compact by the \hyperref[Banach-Alaoglu Theorem]{theorem:alaoglu}. Hence \autoref{proposition:compact-extensions} implies that $T^{**}(B_{E^{**}})$ is $\sigma(F^{**}, F^*)$-closed, so
\[
T^{**}(B_{E^{**}}) = T^{**}\paren{\ol{B_E}^{\sigma(E^{**}, E^*)}} = \ol{T(B_E)}^{\sigma(F^{**}, F^*)}
\]
The above equality shows that the following five statements are equivalent:
\begin{enumerate}[label=(\roman*)]
\item $T(B_E)$ is relatively $\sigma(F, F^*)$-compact.
\item $\ol{T(B_E)}^{\sigma(F^{**}, F^*)} = \ol{T(B_E)}^{\sigma(F, F^*)}$.
\item $\ol{T(B_E)}^{\sigma(F^{**}, F^*)} \subset F$.
\item $T^{**}(B_{E^{**}}) \subset F$.
\item $T^{**}(E^{**}) \subset F$.
\end{enumerate}
where (i) is equivalent to (1), and (v) is equivalent to (2).
\end{proof}