Added basic facts about the Gelfand transform.
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src/op/example/convolution.tex
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48
src/op/example/convolution.tex
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\section{$\ell^1(\integer)$}
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\label{section:convolution-algebra-integer}
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\begin{definition}[$\ell^1(\integer)$]
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\label{definition:convolution-algebra-integer}
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Let $\ell^1(\integer)$ be the $\ell^1$ sequence space on $\integer$. For each $f, g \in \ell^1(\integer)$, let
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\[
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(f * g)(n) = \sum_{k \in \integer}f(k)g(n - k)
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\]
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then:
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\begin{enumerate}
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\item $\ell^1(\integer)$ is a commutative Banach algebra.
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\item The multiplicative unit of $\ell^1(\integer)$ is $\delta_0 = \one_{\bracs{n = 0}}$.
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\end{enumerate}
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The space $\ell^1(\integer)$ is the \textbf{convolution algebra} on $\integer$.
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\end{definition}
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\begin{proof}
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For each $f, g \in \ell^1(\integer)$,
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\begin{align*}
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\normn{f * g}_{\ell^1(\integer)} &= \sum_{n \in \integer} \abs{\sum_{k \in \integer}f(k)g(n - k)} \\
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&\le \sum_{n, k \in \integer}|f(k)| \cdot |g(n-k)| \le \sum_{k \in \integer}|f(k)| \cdot \sum_{n \in \integer}|g(n - k)| \\
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&= \norm{f}_{\ell^1(\integer)} \cdot \norm{g}_{\ell^1(\integer)}
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\end{align*}
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\end{proof}
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\begin{proposition}
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\label{proposition:convolution-integer-gelfand}
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The Gelfand transform of $\ell^1(\integer)$ is not isometric.
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\end{proposition}
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\begin{proof}
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Let $f = \one_{\bracs{n = 1}} - \one_{\bracs{2 \le n \le 3}}$, then
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\[
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f^2(n) = \begin{cases}
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-1 &n \in \bracs{1, 5} \\
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-2 &n = 2 \\
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-1 &n = 3 \\
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2 &n = 4 \\
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0 &n \not\in [1, 5]
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\end{cases}
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\]
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so $\normn{f^2}_{\ell^1(\integer)} = 7 < \normn{f}_{\ell^1(\integer)}^2$. By \autoref{proposition:gelfand-isometric}, the Gelfand transform is not isometric.
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\end{proof}
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@@ -5,4 +5,5 @@
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\input{./bounded.tex}
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\input{./hardy.tex}
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\input{./disk.tex}
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\input{./convolution.tex}
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