Added facts about vector measures.

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Bokuan Li
2026-03-15 19:30:28 -04:00
parent 2e160500cc
commit b5126e965b
16 changed files with 568 additions and 41 deletions

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Let $E$ be a normed space, then a series $\sum_{n = 1}^\infty x_n$ with $\seq{x_n} \subset E$ \textbf{converges absolutely} if $\sum_{n \in \natp}\norm{x_n}_E < \infty$.
\end{definition}
\begin{lemma}
\label{lemma:banach-absolute}
Let $E$ be a normed space, then the following are equivalent:
\begin{enumerate}
\item $E$ is a Banach space.
\item For any absolutely convergent series $\sum_{n = 1}^\infty x_n$ with $\seq{x_n} \subset E$, there exists $x \in E$ such that $x = \sum_{n = 1}^\infty x_n$.
\end{enumerate}
\end{lemma}
\begin{proof}
(2) $\Rightarrow$ (1): Let $\seq{x_n} \subset E$ be a Cauchy sequence, then there exists a subsequence ${n_k}$ such that $\norm{x_{n_{k+1}} - x_{n_k}} \le 2^{-k}$ for all $k \in \natp$.
For each $k \in \natp$, let $y_k = x_{n_{k+1}} - x_{n_k}$, then $\sum_{n = 1}^\infty y_k$ is absolutely convergent, and there exists $y \in E$ such that $y = \sum_{n = 1}^\infty y_n$. Let $x = x_{n_1} + y$, then $x_{n_k} \to x$ as $k \to \infty$. Since $\seq{x_n}$ is Cauchy, $x_n \to x$ as well by \autoref{lemma:cauchy-subnet}.
\end{proof}
\begin{definition}[Unconditional Convergence]
\label{definition:unconditional-convergence}
Let $E$ be a normed space, then a series $\sum_{n = 1}^\infty x_n$ with $\seq{x_n} \subset E$ \textbf{converges unconditionally} if for any bijection $\sigma: \natp \to \natp$,

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is a fundamental system of neighbourhoods at $0$ for $E$. Therefore $\norm{\cdot}_E$ induces the topology on $E$.
\end{proof}
\begin{theorem}[Successive Approximation]
\label{theorem:successive-approximation}
Let $E, F$ be normed 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: