@@ -4,6 +4,16 @@
|
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\begin{definition}[Topological Dynamical System]
|
\begin{definition}[Topological Dynamical System]
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\label{definition:topological-dynamical-system}
|
\label{definition:topological-dynamical-system}
|
||||||
Let $G$ be a group and $X$ be a (non-empty) compact Hausdorff space, then a \textbf{$G$-flow/topological dynamical system} is a homomorphism $\alpha: G \to \text{Aut}(X)$. In which case, the system is denoted by $G \curvearrowright X$.
|
Let $G$ be a group and $X$ be a (non-empty) compact Hausdorff space, then a \textbf{$G$-flow/topological dynamical system} is a homomorphism $\alpha: G \to \text{Aut}(X)$. In which case, the system is denoted by $G \curvearrowright X$.
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|
|
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|
Let $G \curvearrowright X$ and $G \curvearrowright$ be $G$-flows, then a \textbf{morphism of $G$-flows} is a continuous map $\pi: X \to Y$ such that the following diagram commutes
|
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|
\[
|
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|
\xymatrix{
|
||||||
|
X \ar@{->}[r]^{\pi} \ar@{->}[d]_{g} & Y \ar@{->}[d]^{g} \\
|
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|
X \ar@{->}[r]_{\pi} & Y
|
||||||
|
}
|
||||||
|
\]
|
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|
|
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|
for all $g \in G$.
|
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\end{definition}
|
\end{definition}
|
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|
|
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\begin{definition}[Invariant]
|
\begin{definition}[Invariant]
|
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@@ -59,6 +69,20 @@
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\end{example}
|
\end{example}
|
||||||
% Proof omitted.
|
% Proof omitted.
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|
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|
|
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|
\begin{definition}[Pointed Flow]
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|
\label{definition:tds-pointed}
|
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|
Let $G$ be a group, then a \textbf{pointed $G$-flow} is a pair $(X, x_0)$, where $X$ is a $G$-flow, and $x_0 \in X$ is a distinguished point.
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|
Let $(G \curvearrowleft X, x_0)$ and $(G \curvearrowright Y, y_0)$ be pointed $G$-flows, then a \textbf{morphism of pointed $G$-flows} is a morphism of $G$-flows $\pi: X \to Y$ such that $\pi(x_0) = y_0$.
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|
\end{definition}
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|
|
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|
\begin{definition}[Ambit]
|
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|
\label{definition:tds-ambit}
|
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|
Let $G$ be a group and $(G \curvearrowright X, x_0)$ be a pointed $G$-flow, then $(G \curvearrowright X, x_0)$ is an \textbf{ambit} if $x_0$ is a topologically transitive point.
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|
\end{definition}
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|
|
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|
|
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\begin{definition}[Bernoulli Shift]
|
\begin{definition}[Bernoulli Shift]
|
||||||
\label{definition:bernoulli-shift}
|
\label{definition:bernoulli-shift}
|
||||||
Let $G$ be a group, $X = 2^G$ equipped with the product topology, and
|
Let $G$ be a group, $X = 2^G$ equipped with the product topology, and
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|
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@@ -4,3 +4,4 @@
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\input{./def.tex}
|
\input{./def.tex}
|
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\input{./minimal.tex}
|
\input{./minimal.tex}
|
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\input{./recurrence.tex}
|
\input{./recurrence.tex}
|
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|
\input{./stone-cech.tex}
|
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|
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@@ -0,0 +1,54 @@
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|
\section{$G \curvearrowright \beta G$}
|
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|
\label{section:stone-cech-flow}
|
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|
|
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|
\begin{definition}[Greatest Ambit]
|
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|
\label{definition:stone-cech-flow}
|
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|
Let $G$ be a discrete group, and
|
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|
\[
|
||||||
|
\beta L: G \to \text{Aut}(\beta G) \quad \beta L_g(\fU) = g\fU
|
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|
\]
|
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|
|
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|
then
|
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|
\begin{enumerate}
|
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|
\item $(\beta L: G \curvearrowright \beta G, 1_G)$ is an ambit.
|
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|
\item[(U)] For any ambit $(G \curvearrowright X, x_0)$, there exists a unique morphism of pointed $G$-flows $\pi: (\beta G, 1_G) \to (X, x_0)$. Moreover, $\pi$ is surjective.
|
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|
\end{enumerate}
|
||||||
|
|
||||||
|
Any ambit $(Y, y_0)$ satisfying (U) is the \textbf{greatest $G$-ambit}.
|
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|
\end{definition}
|
||||||
|
\begin{proof}
|
||||||
|
(1): Let
|
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|
\[
|
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|
L: G \to \text{Perm}(G) \quad L_g(h) = gh
|
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|
\]
|
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|
|
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|
be the left translation action on itself. For each $g \in G$, the functoriality of the \hyperref[Stone-Čech compactification]{definition:stone-cech} implies that $L_g$ extends into a continuous map $\beta L_g: \beta G \to \beta G$. By uniqueness of continuous extensions, $\beta L_g(\fU) = g\fU$ for all $\fU \in \beta G$. In particular, $\text{Id}_{\beta G} = \beta L_{e}$.
|
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|
|
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|
Moreover, for any $g, h \in G$, $\beta L_{gh} = \beta L_{g} \circ \beta L_{h}$, so $g \mapsto L_g$ is a homomorphism. Finally, for any $g \in G$,
|
||||||
|
\[
|
||||||
|
\beta L_{g^{-1}} \circ \beta L_{g} = \beta L_{1_G} = \beta L_{g} \circ \beta L_{g^{-1}}
|
||||||
|
\]
|
||||||
|
|
||||||
|
and $\beta L_g \in \text{Aut}(\beta G)$.
|
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|
|
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|
Since $\bracsn{L_g1_G|g \in G} = G$ is dense in $\beta G$, $(G \curvearrowright \beta G, 1_G)$ is an ambit.
|
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|
|
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|
(2): For each $g \in G$, let $\pi_0(g) = gx_0$, then $\pi_0 \in C(G; X)$, $\pi_0(1_G) = x_0$, and the following diagram commutes
|
||||||
|
\[
|
||||||
|
\xymatrix{
|
||||||
|
G \ar@{->}[r]^{\pi_0} \ar@{->}[d]_{g} & X \ar@{->}[d]^{g} \\
|
||||||
|
G \ar@{->}[r]_{\pi_0} & X
|
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|
}
|
||||||
|
\]
|
||||||
|
|
||||||
|
for all $g \in G$. By universal property of $\beta G$, $\pi_0$ admits a unique continuous extension $\pi \in C(\beta G; X)$. By uniqueness of continuous extensions, the following diagram commutes
|
||||||
|
\[
|
||||||
|
\xymatrix{
|
||||||
|
\beta G \ar@{->}[r]^{\pi} \ar@{->}[d]_{g} & X \ar@{->}[d]^{g} \\
|
||||||
|
\beta G \ar@{->}[r]_{\pi} & X
|
||||||
|
}
|
||||||
|
\]
|
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|
|
||||||
|
for all $g \in G$. Finally, since $\beta G$ is compact and $X$ is Hausdorff, $\pi(\beta G)$ is \hyperref[also compact]{proposition:compact-extensions} and \hyperref[hence closed]{proposition:compact-closed}. As $(X, x_0)$ is an ambit and $\pi(\beta G) \supset Gx_0$, $\pi(\beta G) \supset \ol{Gx_0} = X$.
|
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|
\end{proof}
|
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|
|
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@@ -55,16 +55,55 @@
|
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(4): $[l^\infty(I); L^\infty(\mu_i; \complex)]$ is a commutative unital $C^*$-algebra.
|
(4): $[l^\infty(I); L^\infty(\mu_i; \complex)]$ is a commutative unital $C^*$-algebra.
|
||||||
\end{proof}
|
\end{proof}
|
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|
|
||||||
|
\begin{lemma}
|
||||||
|
\label{lemma:linfty-multiply-bound}
|
||||||
|
Let $(X, \cm, \mu)$ be a measure space, $f: X \to \complex$ be a measurable function, and $C \ge 0$ such that $\norm{fg}_{L^2(X; \complex)} \le C\norm{g}_{L^2(X; \complex)}$ for all $g \in L^2(X; \complex) \cap \Sigma(X; \complex)$, then $f \in L^\infty(X; \complex)$ with $\norm{f}_{L^\infty(X; \complex)} \le C$.
|
||||||
|
\end{lemma}
|
||||||
|
\begin{proof}
|
||||||
|
For any $h \in L^1(X; \complex) \cap L^\infty(X; \complex)$,
|
||||||
|
\begin{align*}
|
||||||
|
\normn{f^2h}_{L^1(X; \complex)} &= \int_X |f^2| \cdot |h| = \int_X |f||h|^{1/2} \cdot |f||h|^{1/2} = \normn{f|h|^{1/2}}_{L^2(X; \complex)}^2 \\
|
||||||
|
&\le C^2 \normn{|h|^{1/2}}_{L^2(X; \complex)}^2 = C^2 \norm{h}_{L^1(X; \complex)}
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
By \autoref{theorem:lp-dual-function}, $f^2 \in L^\infty(X; \complex)$ with $\normn{f^2}_{L^\infty(X; \complex)} \le C^2$. Hence $f \in L^\infty(X; \complex)$ with $\normn{f}_{B(L^2(X; \complex))} \le C$.
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
\begin{proposition}
|
\begin{proposition}
|
||||||
\label{proposition:linfty-von-neumann-algebra}
|
\label{proposition:linfty-von-neumann-algebra}
|
||||||
Let $(X, \cm, \mu)$ be a localisable measure space, and let $L^\infty(X; \complex)$ act on $L^2(X; \complex)$ by multiplication, then:
|
Let $(X, \cm, \mu)$ be a localisable measure space, and let $L^\infty(X; \complex)$ act on $L^2(X; \complex)$ by multiplication, then:
|
||||||
\begin{enumerate}
|
\begin{enumerate}
|
||||||
\item The weak* topology on $L^\infty(X; \complex)$ is equal to the weak operator topology of $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$.
|
\item The weak* topology on $L^\infty(X; \complex)$ is equal to the weak operator topology of $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$.
|
||||||
\item $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$ is a von Neumann algebra.
|
\item $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$ is a von Neumann algebra.
|
||||||
|
\item $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$ is maximal abelian.
|
||||||
\end{enumerate}
|
\end{enumerate}
|
||||||
\end{proposition}
|
\end{proposition}
|
||||||
\begin{proof}
|
\begin{proof}
|
||||||
(2): Let $A \subset B(L^2(X; \complex))$ be the von Neumann algebra generated by $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$. By \autoref{theorem:lp-duality}, $L^\infty(X; \complex)$ is the dual of $L^1(X; \complex)$, so (1) and the \hyperref[Banach-Alaoglu Theorem]{theorem:alaoglu} imply that the closed unit ball of $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$ is weak-operator closed. By the \hyperref[Kaplansky Density Theorem]{theorem:kaplansky-density}, $\ol{B_{L^\infty(X; \complex)}(0, 1)} = \ol{B_A(0, 1)}$. Therefore $L^\infty(X; \complex) = A$.
|
(2): Let $A \subset B(L^2(X; \complex))$ be the von Neumann algebra generated by $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$. By \autoref{theorem:lp-duality}, $L^\infty(X; \complex)$ is the dual of $L^1(X; \complex)$, so (1) and the \hyperref[Banach-Alaoglu Theorem]{theorem:alaoglu} imply that the closed unit ball of $L^\infty(X; \complex)$ acting on $L^2(X; \complex)$ is weak-operator closed. By the \hyperref[Kaplansky Density Theorem]{theorem:kaplansky-density}, $\ol{B_{L^\infty(X; \complex)}(0, 1)} = \ol{B_A(0, 1)}$. Therefore $L^\infty(X; \complex) = A$.
|
||||||
|
|
||||||
|
(3): Using \autoref{proposition:maximal-commutative-vn}, it is sufficient to show that $L^\infty(X; \complex)' = L^\infty(X; \complex)$. For each $g \in L^\infty(X; \complex)$, denote $M_g \in B(L^2(X; \complex))$ as the multiplication map by $g$.
|
||||||
|
|
||||||
|
First suppose that $\mu(X) < \infty$ and let $f = T\one_X$, then for each $g \in L^\infty(X; \complex)$,
|
||||||
|
\[
|
||||||
|
M_fg = M_g f= M_g T\one_X = TM_g\one_X = Tg
|
||||||
|
\]
|
||||||
|
|
||||||
|
By \autoref{lemma:linfty-multiply-bound}, $f \in L^\infty(X; \complex)$ with $\normn{f}_{B(L^2(X; \complex))} \le \norm{T}_{B(L^2(X; \complex))}$. By \autoref{proposition:lp-simple-dense}, $\Sigma(X; \complex) \subset L^\infty(X; \complex)$ is dense in $L^2(X; \complex)$, so $M_fg = Tg$ for all $g \in L^2(X; \complex)$.
|
||||||
|
|
||||||
|
Now suppose that $\mu$ is an arbitrary localisable measure. For each $A \in \cm$ with $\mu(A) < \infty$, the finite case shows that there exists $f_A \in L^\infty(X; \complex)$ such that
|
||||||
|
\begin{enumerate}[label=(\roman*)]
|
||||||
|
\item $f_A|_{X \setminus A} = 0$ almost everywhere.
|
||||||
|
\item $Tg = M_{f_A}g$ for all $g \in L^2(X; \complex)$ with $f_A|_{X \setminus A} = 0$ almost everywhere.
|
||||||
|
\end{enumerate}
|
||||||
|
|
||||||
|
By (ii), $f_A|_{A \cap B} = f_B|_{A \cap B}$ for all $A, B \in \cm$ with $\mu(A), \mu(B) < \infty$. By the \hyperref[gluing lemma for meaasurable functions]{lemma:gluing-measurable}, there exists $f \in L^\infty(X; \complex)$ such that $f|_A = f_A|_A$ for all $A \in \cm$ with $\mu(A) < \infty$.
|
||||||
|
|
||||||
|
For each $g \in L^2(X; \complex)$, $\bracsn{g \ne 0}$ is $\sigma$-finite. As such, there exists $\seq{A_n} \subset \cm$ such that $\bracsn{g \ne 0} = \bigsqcup_{n \in \natp}A_n$ and $\mu(A_n) < \infty$ for all $n \in \natp$. In which case,
|
||||||
|
\[
|
||||||
|
Tg = \sum_{n = 1}^\infty T(\one_{A_n}g) = \sum_{n = 1}^\infty M_{f_{A_n}} \one_{A_n}g = M_fg
|
||||||
|
\]
|
||||||
|
|
||||||
|
By \autoref{lemma:linfty-multiply-bound}, $f \in L^\infty(X; \complex)$ with $\normn{f}_{B(L^2(X; \complex))} \le \norm{T}_{B(L^2(X; \complex))}$. Therefore $T = M_f$, and $L^\infty(X; \complex)$ is maximal abelian.
|
||||||
\end{proof}
|
\end{proof}
|
||||||
|
|
||||||
\begin{theorem}[Order Structure of $L^\infty$]
|
\begin{theorem}[Order Structure of $L^\infty$]
|
||||||
|
|||||||
@@ -0,0 +1,298 @@
|
|||||||
|
\section{Sufficient Conditions for Complete Positivity}
|
||||||
|
\label{section:completely-upgrade}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{proposition}
|
||||||
|
\label{proposition:homomorphism-completely-positive}
|
||||||
|
Let $A, B$ be $C^*$-algebras and $\phi: A \to B$ be a *-homomorphism, then $\phi$ is completely positive.
|
||||||
|
\end{proposition}
|
||||||
|
\begin{proof}
|
||||||
|
For each $n \in \natp$, the induced map $\phi_n: M_n(A) \to M_n(B)$ is a *-homomorphism.
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{example}
|
||||||
|
\label{example:multiply-completely-bounded}
|
||||||
|
|
||||||
|
Let $A$ be a $C^*$-algebra, $y, z \in A$, $\phi: A \to A$ be defined by $x \mapsto yxz$, then
|
||||||
|
\begin{enumerate}
|
||||||
|
\item $\phi$ is completely bounded.
|
||||||
|
\item If $y = z^*$, then $\phi$ is completely positive.
|
||||||
|
\end{enumerate}
|
||||||
|
\end{example}
|
||||||
|
\begin{proof}
|
||||||
|
(1): For each $n \in \natp$ and $T \in M_n(A)$,
|
||||||
|
\[
|
||||||
|
\phi_n(T) = (1_{M_n(\complex)} \otimes y)T(1_{M_n(\complex)} \otimes z)
|
||||||
|
\]
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
The following is a slight generalisation of one form of the above example, but stating it helps greatly.
|
||||||
|
|
||||||
|
\begin{proposition}
|
||||||
|
\label{proposition:multiply-completely-bounded}
|
||||||
|
Let $A$ be a $C^*$-algebra, $S, T \subset A$ be operator systems, and $\phi: S \to T$. If there exists $x \in A$ such that $\phi(s) = x\phi(s)x^*$ for all $s \in S$, then $\phi$ is completely positive.
|
||||||
|
\end{proposition}
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
\begin{proposition}
|
||||||
|
\label{proposition:completely-positive-norm}
|
||||||
|
Let $A, B$ be $C^*$-algebras with $A$ being unital, $S \subset A$ be an operator system, and $\phi: S \to B$ be a completely positive map, then
|
||||||
|
\[
|
||||||
|
\norm{\phi}_{\text{cb}} = \norm{\phi}_{L(S; B)} = \norm{\phi(1_A)}_B
|
||||||
|
\]
|
||||||
|
\end{proposition}
|
||||||
|
\begin{proof}
|
||||||
|
After taking a \hyperref[unitisation]{proposition:c-star-unitisation}, assume without loss of generality that $B$ is unital.
|
||||||
|
|
||||||
|
It is sufficient to show that $\norm{\phi}_{\text{cb}} \le \norm{\phi(1_A)}_B$. To this end, let $T \in M_n(S)$ with $\norm{T}_{M_n(S)} \le 1$, then
|
||||||
|
\[
|
||||||
|
\begin{bmatrix}
|
||||||
|
1_{M_n(A)} &T \\
|
||||||
|
T^* &1_{M_n(A)}
|
||||||
|
\end{bmatrix} \ge 0
|
||||||
|
\]
|
||||||
|
|
||||||
|
in $M_{2}(M_n(S)) = M_{2n}(S)$ by \autoref{lemma:norm-matrix-test}. Since $\phi$ is completely positive,
|
||||||
|
\[
|
||||||
|
\phi_{2n}\begin{bmatrix}
|
||||||
|
1_{M_n(A)} &T \\
|
||||||
|
T^* &1_{M_n(A)}
|
||||||
|
\end{bmatrix} = \begin{bmatrix}
|
||||||
|
\phi_n(1_{M_n(A)}) &\phi_n(T) \\
|
||||||
|
\phi_n(T)^* & \phi_n(1_{M_n(A)})
|
||||||
|
\end{bmatrix} \ge 0
|
||||||
|
\]
|
||||||
|
|
||||||
|
First suppose that $\phi_n(1_{M_n(A)})$ is invertible, then
|
||||||
|
|
||||||
|
\begin{align*}
|
||||||
|
\phi_n(1_{M_n(A)}) &\le \normn{\phi_n(1_{M_n(A)})}_{M_n(B)} \cdot 1_{M_n(B)} \\
|
||||||
|
1_{M_n(B)} &\le \normn{\phi_n(1_{M_n(A)})}_{M_n(B)} \cdot \phi_n(1_{M_n(A)})^{-1} \\
|
||||||
|
\normn{\phi_n(1_{M_n(A)})}_{M_n(B)}^{-1} &\le \phi_n(1_{M_n(A)})^{-1}
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
By the \hyperref[Schur complement condition]{lemma:schur-complement-positive},
|
||||||
|
\begin{align*}
|
||||||
|
\phi_n(1_{M_n(A)}) &\ge \phi_n(T)\phi_n(1_{M_n(A)})^{-1}\phi_n(T)^* \\
|
||||||
|
&\ge \normn{\phi_n(1_{M_n(A)})}_{M_n(B)}^{-1}\phi_n(T)\phi_n(T)^* \\
|
||||||
|
\normn{\phi_n(1_{M_n(A)})}_{M_n(B)}^2 &\ge \normn{\phi_n(T)\phi_n(T)^*}_{M_n(B)} = \normn{\phi_n(T)}_{M_n(B)}^2
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
and $\normn{\phi_n(T)}_{M_n(B)} \le \normn{\phi_n(1_{M_n(A)})}_{M_n(B)}$. Therefore $\norm{\phi}_{\text{cb}} \le \normn{\phi(1_A)}_B$.
|
||||||
|
|
||||||
|
Now suppose that $\phi$ is an arbitrary completely positive map. Let $\psi \in S(A)$ be a state and $\eps > 0$, then $\phi + \eps 1_B\psi$ is also a completely positive map. In which case,
|
||||||
|
\[
|
||||||
|
\norm{\phi}_{\text{cb}} \le \inf_{\eps > 0}\norm{\phi + \eps1_B\psi}_{\text{cb}} \le \inf_{\eps > 0}\norm{\phi(1_A) + \eps 1_B}_B = \norm{\phi(1_A)}_B
|
||||||
|
\]
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
\begin{proposition}
|
||||||
|
\label{proposition:commutative-mn-facts}
|
||||||
|
Let $X$ be a compact Hausdorff space, then:
|
||||||
|
\begin{enumerate}
|
||||||
|
\item $C(X; M_n(\complex))$ equipped with pointwise product, pointwise involution, and the norm
|
||||||
|
\[
|
||||||
|
\norm{f}_{C(X; M_n(\complex))} = \sup_{x \in X}\norm{f(x)}_{M_n(\complex)}
|
||||||
|
\]
|
||||||
|
|
||||||
|
is a $C^*$-algebra.
|
||||||
|
\item The mapping
|
||||||
|
\[
|
||||||
|
M_n(C(X; \complex)) \to C(X; M_n(\complex)) \quad M \otimes f \mapsto M \cdot f
|
||||||
|
\]
|
||||||
|
|
||||||
|
is a *-isomorphism.
|
||||||
|
\item For any $f \in C(X; M_n(\complex))$, $f \ge 0$ if and only if $f(x) \ge 0$ in $M_n(\complex)$ for all $x \in X$.
|
||||||
|
\end{enumerate}
|
||||||
|
\end{proposition}
|
||||||
|
\begin{proof}
|
||||||
|
(1): For any $f \in C(X; M_n(\complex))$,
|
||||||
|
\[
|
||||||
|
\sup_{x \in X}\norm{f(x)}_{M_n(\complex)}^2 = \sup_{x \in X}\norm{f(x)^*f(x)}_{M_n(\complex)} = \norm{f^*f}_{C(X; M_n(\complex))}
|
||||||
|
\]
|
||||||
|
|
||||||
|
(3): If $f \ge 0$, then there exists $g \in C(X; M_n(\complex))$ such that $f(x) = g^*(x)g(x)$ for all $x \in X$, so $f(x) \ge 0$ in $M_n(\complex)$ for all $x \in X$.
|
||||||
|
|
||||||
|
On the other hand, if $f(x) \ge 0$ in $M_n(\complex)$ for all $x \in X$, then $g(x) = f(x)^{1/2}$ is defined for all $x \in X$. By the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus}, $g$ is continuous from $X$ to $M_n(\complex)$. Therefore there exists $g \in C(X; M_n(\complex))$ such that $f = g^*g$.
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{theorem}
|
||||||
|
\label{theorem:bounded-functional-completely-bounded}
|
||||||
|
Let $A$ be a unital $C^*$-algebra, $S \subset A$ be a subspace, $X$ be a compact Hausdorff space, and $\phi \in L(S; C(X; \complex))$, then:
|
||||||
|
\begin{enumerate}
|
||||||
|
\item $\norm{\phi}_{\text{cb}} = \norm{\phi}_{L(S; C(X; \complex))}$.
|
||||||
|
\item If $S$ is an operator system and $\phi$ is positive, then $\phi$ is completely positive.
|
||||||
|
\end{enumerate}
|
||||||
|
\end{theorem}
|
||||||
|
\begin{proof}[Proof, {{\cite[Proposition 3.8]{Paulsen}}}. ]
|
||||||
|
By \autoref{proposition:commutative-mn-facts}, the norm and order relation on $C(X; M_n(\complex)) \iso M_n(C(X; \complex))$ are pointwise. As such, assume without loss of generality that $X$ is a single point and $C(X; \complex) = \complex$.
|
||||||
|
|
||||||
|
Let $a = (a_{ij}) \in M_n(S)$. For each $\xi, \eta \in \complex^n$,
|
||||||
|
\begin{align*}
|
||||||
|
\dpn{\phi_n(a)\xi, \eta}{\complex^n} &= \sum_{i, j = 1}^n \xi_j \ol{\eta_i} \dpn{a_{ij}, \phi}{S} = \angles{\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i}, \phi}_S
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
where
|
||||||
|
\begin{align*}
|
||||||
|
\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i} &= (\one \otimes \ol{\eta}) \cdot a \cdot (\xi \otimes \one)
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
(1):
|
||||||
|
\begin{align*}
|
||||||
|
|\dpn{\phi_n(a)\xi, \eta}{\complex^n}| &\le \norm{\phi}_{S^*} \cdot \norm{\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i}}_{S} \\
|
||||||
|
\norm{\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i}}_{S} &\le \norm{\xi}_{\complex^n}\norm{\eta}_{\complex^n}\norm{a}_{M_n(S)} \\
|
||||||
|
\norm{\phi_n(a)}_{M_n(\complex)} &\le \norm{\phi}_{S^*}\norm{a}_{M_n(S)} \\
|
||||||
|
\norm{\phi}_{\text{cb}} &\le \norm{\phi}_{S^*}
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
(2): If $\xi = \eta$, then
|
||||||
|
\[
|
||||||
|
\sum_{i, j = 1}^n a_{ij}\eta_j\ol{\eta_i} = (\xi \otimes \one)^* \cdot a \cdot (\xi \otimes \one) \ge 0
|
||||||
|
\]
|
||||||
|
|
||||||
|
so
|
||||||
|
\[
|
||||||
|
\dpn{\phi_n(a)\xi, \eta}{\complex^n} = \dpn{(\xi \otimes \one)^* \cdot a \cdot (\xi \otimes \one), \phi}{S} \ge 0
|
||||||
|
\]
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{theorem}[Stinespring]
|
||||||
|
\label{theorem:stinespring-commutative-completely-positive}
|
||||||
|
Let $X$ be a compact Hausdorff space, $B$ be a $C^*$-algebra, $\phi: C(X; \complex) \to B$ be a positive map, then $\phi$ is completely positive.
|
||||||
|
\end{theorem}
|
||||||
|
\begin{proof}
|
||||||
|
Let $P \in C(X; M_n(\complex))$ with $P \ge 0$ and $\eps > 0$. By \autoref{proposition:uniform-continuous-compact} and \autoref{theorem:lch-paracompact}, there exists a partition of unity $\seqf{\psi_j} \subset C(X; [0, 1])$ and positive matrices $\seqf{p_j} \subset M_n(\complex)$ such that
|
||||||
|
\[
|
||||||
|
\norm{P(x) - \sum_{j = 1}^n p_j\psi_j(x)}_{M_n(\complex)} < \eps
|
||||||
|
\]
|
||||||
|
|
||||||
|
for all $x \in X$. For each $1 \le j \le n$, $\phi_n(p_j\psi_j) = p_j\phi(\psi_j) \ge 0$. As $\eps > 0$ is arbitrary, $\phi_n(P) \ge 0$.
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
\begin{definition}[Matrix Unit]
|
||||||
|
\label{definition:choi-matrix-unit}
|
||||||
|
Let $n \in \natp$, $\seqf{e_j}$ be the standard orthonormal basis for $\complex^n$, and $1 \le i, j \le n$, then the \textbf{$(i, j)$-th matrix unit} is the operator $E_{ij} = e_j \otimes e_i$.
|
||||||
|
\end{definition}
|
||||||
|
|
||||||
|
\begin{lemma}
|
||||||
|
\label{lemma:cstar-positive-matrix-decompose-sum}
|
||||||
|
Let $A$ be a $C^*$-algebra and $P \in M_n(A)$ be positive, then there exists $\bracsn{a_{k, j}}_{j, k = 1}^n$ such that:
|
||||||
|
\begin{enumerate}
|
||||||
|
\item $P = \sum_{k = 1}^n \sum_{i, j = 1}^n E_{ij} \otimes (a_{k, i}^*a_{k, j})$.
|
||||||
|
\item For each $1 \le k \le n$,
|
||||||
|
\[
|
||||||
|
\sum_{i, j = 1}^n E_{ij} \otimes (a_{k, i}^*a_{k, j}) = \braks{\sum_{i = 1}^n E_{ki} \otimes a_{k, i}}^*\braks{\sum_{i = 1}^n E_{ki} \otimes a_{k, i}} \ge 0
|
||||||
|
\]
|
||||||
|
\end{enumerate}
|
||||||
|
\end{lemma}
|
||||||
|
\begin{proof}
|
||||||
|
Since $P \ge 0$, there exists $\bracsn{a_{j, k}}_{j, k = 1}^n$ such that
|
||||||
|
\begin{align*}
|
||||||
|
P &= \braks{\sum_{j, k = 1}^n E_{jk} \otimes a_{j, k}}^*\braks{\sum_{j, k = 1}^n E_{jk} \otimes a_{j, k}} \\
|
||||||
|
&= \sum_{i, j, k, l = 1}^n (E_{ij} \otimes a_{i, j})^*(E_{kl} \otimes a_{k, l}) = \sum_{i, j, k, l = 1}^n (E_{ji}E_{kl}) \otimes (a_{i, j}^* a_{k, l})
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
For each $1 \le i, j, k, l \le n$, $E_{ji}E_{kl} = E_{il}$ if $i = k$, and $E_{ji}E_{kl} = 0$ otherwise. Thus after relabeling,
|
||||||
|
\[
|
||||||
|
P = \sum_{j, k, l = 1}^nE_{jl} \otimes (a_{k, j}^*a_{k, l}) = \sum_{k = 1}^n \sum_{i, j = 1}^n E_{ij} \otimes (a_{k, i}^*a_{k, j})
|
||||||
|
\]
|
||||||
|
|
||||||
|
Finally, for each $1 \le k \le n$, undoing the product shows that
|
||||||
|
\begin{align*}
|
||||||
|
\sum_{i, j = 1}^n E_{ij} \otimes (a_{k, i}^*a_{k, j}) &= \sum_{i, j = 1}^n (E_{ik}E_{kj}) \otimes (a_{k, i}^*a_{k, j}) \\
|
||||||
|
&= \sum_{i, j = 1}^n (E_{ki} \otimes a_{k, i})^* (E_{kj} \otimes a_{k, j}) \\
|
||||||
|
&= \braks{\sum_{i = 1}^n E_{ki} \otimes a_{k, i}}^*\braks{\sum_{i = 1}^n E_{ki} \otimes a_{k, i}} \ge 0
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{theorem}[Choi]
|
||||||
|
\label{theorem:choi-matrix-positive}
|
||||||
|
Let $n \in \natp$, $B$ be a $C^*$-algebra, and $\phi: M_n(\complex) \to B$ be a linear map. For each $1 \le i, j \le n$, let $E_{ij}$\footnote{$e_j \otimes e_i \in \complex^n \otimes \complex^n$.} be the standard matrix unit for $M_n(\complex)$, then $C_\phi = (\phi(E_{ij})) \in M_n(B)$ is the \textbf{Choi matrix} of $\phi$. The mapping $\phi \mapsto C_\phi$ is an isomorphism from $L(M_n(\complex); B)$ to $M_n(B)$, and the following are equivalent:
|
||||||
|
\begin{enumerate}
|
||||||
|
\item $\phi$ is completely positive.
|
||||||
|
\item $\phi$ is $n$-positive.
|
||||||
|
\item $C_\phi$ is positive in $M_n(B)$.
|
||||||
|
\end{enumerate}
|
||||||
|
\end{theorem}
|
||||||
|
\begin{proof}
|
||||||
|
(2) $\Rightarrow$ (3): For each $1 \le i, j \le n$, $E_{ij} \otimes E_{ij}$ is a positive multiple of a rank one projection, and hence positive. Since $C_\phi = \sum_{i, j = 1}^n \phi(E_{ij} \otimes E_{ij})$ is a sum of positive elements, $C_\phi$ is positive.
|
||||||
|
|
||||||
|
(3) $\Rightarrow$ (1): By \autoref{lemma:cstar-positive-matrix-decompose-sum}, there exist $\bracsn{b_{i, j}}_{i, j = 1}^n \subset B$ such that
|
||||||
|
\[
|
||||||
|
\sum_{i, j = 1}^n E_{ij} \otimes \phi(E_{ij}) = C_\phi = \sum_{k = 1}^n \sum_{i, j = 1}^n E_{ij} \otimes b_{k, i}^* b_{k, j}
|
||||||
|
\]
|
||||||
|
|
||||||
|
So for any $1 \le i, j \le n$,
|
||||||
|
\[
|
||||||
|
\phi(E_{ij}) = \sum_{k = 1}^n b_{k, i}^* b_{k, j}
|
||||||
|
\]
|
||||||
|
|
||||||
|
For each $1 \le k \le n$, let $S_k = \sum_{l = 1}^n E_{kl} \otimes a_{k, l}^*$. Let $1 \le i, j \le n$, then
|
||||||
|
\begin{align*}
|
||||||
|
\sum_{k = 1}^n S_k (E_{ij} \otimes 1_B) S_k^* &= \sum_{k = 1}^n \sum_{s, t = 1}^n (E_{ks} \otimes a_{k, s}^*) (E_{ij} \otimes 1_B) (E_{kt} \otimes a_{k, t}^*)^* \\
|
||||||
|
&= \sum_{k = 1}^n \sum_{s, t = 1}^n (E_{ks} \otimes a_{k, s}^*) (E_{ij} \otimes 1_B) (E_{tk} \otimes a_{k, t}) \\
|
||||||
|
&= \sum_{k = 1}^n E_{kk} \otimes a_{k, i}^* a_{k, j}^* = \sum_{k = 1}^n E_{kk} \otimes \phi(E_{ij})
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
By linearity, for each $T \in M_n(\complex)$,
|
||||||
|
\[
|
||||||
|
\sum_{k = 1}^n E_{kk} \otimes \phi(T) = \sum_{k = 1}^n S_k(T \otimes 1_B)S_k^*
|
||||||
|
\]
|
||||||
|
|
||||||
|
What the above shows, is that, under the identification that
|
||||||
|
\[
|
||||||
|
M_n(\complex) \iso M_n(\complex) \otimes 1_B \subset M_n(B)
|
||||||
|
\]
|
||||||
|
|
||||||
|
|
||||||
|
and
|
||||||
|
\[
|
||||||
|
B \iso \bracs{\sum_{k = 1}^n E_{kk} \otimes b \bigg |b \in B} = \bracs{\text{Diag}(b, \cdots, b)|b \in B} \subset M_n(B)
|
||||||
|
\]
|
||||||
|
|
||||||
|
The map $\phi$ takes the form
|
||||||
|
\[
|
||||||
|
\phi(T) = \sum_{k = 1}^n S_kTS_k^* \quad \forall T \in M_n(\complex)
|
||||||
|
\]
|
||||||
|
|
||||||
|
Therefore $\phi$ is completely positive by \autoref{proposition:multiply-completely-bounded}.
|
||||||
|
|
||||||
|
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
|
\begin{remark}
|
||||||
|
\label{remark:choi-positive}
|
||||||
|
The Choi matrix yields a correspondence between linear maps and operator-valued matrices, and provides a way to check complete positivity. However, it is significantly harder to verify positivity through the matrix.
|
||||||
|
\end{remark}
|
||||||
|
|
||||||
|
\begin{example}[Reduction Map]
|
||||||
|
\label{example:matric-reduction-map}
|
||||||
|
Let $\phi: M_n(\complex) \to M_n(\complex)$ be defined by
|
||||||
|
\[
|
||||||
|
\phi(x) = \text{Tr}(x)1_{M_n(\complex)} - x
|
||||||
|
\]
|
||||||
|
|
||||||
|
then $\phi$ is positive, but not completely positive.
|
||||||
|
\end{example}
|
||||||
|
\begin{proof}
|
||||||
|
(Positive): Let $x \in M_n(\complex)$ with $x \ge 0$, then $\norm{x}_{M_n(\complex)}$ is the largest eigenvalue of $x$, which is bounded by the trace of $x$. As such, $\text{Tr}(x)1_{M_n(\complex)} \ge x$, and $\phi(x)$ is positive.
|
||||||
|
|
||||||
|
(Not Completely Positive): For each $1 \le i, j \le n$, $\text{Tr}(E_{ij}) = 1$ if and only if $i = j$. So the Choi matrix is given by
|
||||||
|
\begin{align*}
|
||||||
|
C_{ij} &= \phi_n\paren{\sum_{i, j = 1}^n E_{ij} \otimes E_{ij}} = \sum_{i, j = 1}^n E_{ij} \otimes \phi(E_{ij}) \\
|
||||||
|
&= \sum_{i, j = 1}^n E_{ij} \otimes (\one_{\bracsn{i = j}} \otimes 1_{M_n(\complex)} - E_{ij}) \\
|
||||||
|
&= \sum_{i = 1}^n E_{ii} \otimes 1_{M_n(\complex)} - \sum_{i, j = 1}^n E_{ij} \otimes E_{ij} \\
|
||||||
|
&= 1_{M_n(\complex)} \otimes 1_{M_n(\complex)}- \sum_{i, j = 1}^n E_{ij} \otimes E_{ij}
|
||||||
|
\end{align*}
|
||||||
|
|
||||||
|
which is not positive. By \hyperref[Choi's Theorem]{theorem:choi-matrix-positive}, $\phi$ is not completely positive.
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
+38
-164
@@ -298,58 +298,6 @@
|
|||||||
Since the middle factor is positive, the left hand side is also positive. Therefore $x - yz^{-1}y^* \ge 0$ as well.
|
Since the middle factor is positive, the left hand side is also positive. Therefore $x - yz^{-1}y^* \ge 0$ as well.
|
||||||
\end{proof}
|
\end{proof}
|
||||||
|
|
||||||
\begin{proposition}
|
|
||||||
\label{proposition:completely-positive-norm}
|
|
||||||
Let $A, B$ be $C^*$-algebras with $A$ being unital, $S \subset A$ be an operator system, and $\phi: S \to B$ be a completely positive map, then
|
|
||||||
\[
|
|
||||||
\norm{\phi}_{\text{cb}} = \norm{\phi}_{L(S; B)} = \norm{\phi(1_A)}_B
|
|
||||||
\]
|
|
||||||
\end{proposition}
|
|
||||||
\begin{proof}
|
|
||||||
After taking a \hyperref[unitisation]{proposition:c-star-unitisation}, assume without loss of generality that $B$ is unital.
|
|
||||||
|
|
||||||
It is sufficient to show that $\norm{\phi}_{\text{cb}} \le \norm{\phi(1_A)}_B$. To this end, let $T \in M_n(S)$ with $\norm{T}_{M_n(S)} \le 1$, then
|
|
||||||
\[
|
|
||||||
\begin{bmatrix}
|
|
||||||
1_{M_n(A)} &T \\
|
|
||||||
T^* &1_{M_n(A)}
|
|
||||||
\end{bmatrix} \ge 0
|
|
||||||
\]
|
|
||||||
|
|
||||||
in $M_{2}(M_n(S)) = M_{2n}(S)$ by \autoref{lemma:norm-matrix-test}. Since $\phi$ is completely positive,
|
|
||||||
\[
|
|
||||||
\phi_{2n}\begin{bmatrix}
|
|
||||||
1_{M_n(A)} &T \\
|
|
||||||
T^* &1_{M_n(A)}
|
|
||||||
\end{bmatrix} = \begin{bmatrix}
|
|
||||||
\phi_n(1_{M_n(A)}) &\phi_n(T) \\
|
|
||||||
\phi_n(T)^* & \phi_n(1_{M_n(A)})
|
|
||||||
\end{bmatrix} \ge 0
|
|
||||||
\]
|
|
||||||
|
|
||||||
First suppose that $\phi_n(1_{M_n(A)})$ is invertible, then
|
|
||||||
|
|
||||||
\begin{align*}
|
|
||||||
\phi_n(1_{M_n(A)}) &\le \normn{\phi_n(1_{M_n(A)})}_{M_n(B)} \cdot 1_{M_n(B)} \\
|
|
||||||
1_{M_n(B)} &\le \normn{\phi_n(1_{M_n(A)})}_{M_n(B)} \cdot \phi_n(1_{M_n(A)})^{-1} \\
|
|
||||||
\normn{\phi_n(1_{M_n(A)})}_{M_n(B)}^{-1} &\le \phi_n(1_{M_n(A)})^{-1}
|
|
||||||
\end{align*}
|
|
||||||
|
|
||||||
By the \hyperref[Schur complement condition]{lemma:schur-complement-positive},
|
|
||||||
\begin{align*}
|
|
||||||
\phi_n(1_{M_n(A)}) &\ge \phi_n(T)\phi_n(1_{M_n(A)})^{-1}\phi_n(T)^* \\
|
|
||||||
&\ge \normn{\phi_n(1_{M_n(A)})}_{M_n(B)}^{-1}\phi_n(T)\phi_n(T)^* \\
|
|
||||||
\normn{\phi_n(1_{M_n(A)})}_{M_n(B)}^2 &\ge \normn{\phi_n(T)\phi_n(T)^*}_{M_n(B)} = \normn{\phi_n(T)}_{M_n(B)}^2
|
|
||||||
\end{align*}
|
|
||||||
|
|
||||||
and $\normn{\phi_n(T)}_{M_n(B)} \le \normn{\phi_n(1_{M_n(A)})}_{M_n(B)}$. Therefore $\norm{\phi}_{\text{cb}} \le \normn{\phi(1_A)}_B$.
|
|
||||||
|
|
||||||
Now suppose that $\phi$ is an arbitrary completely positive map. Let $\psi \in S(A)$ be a state and $\eps > 0$, then $\phi + \eps 1_B\psi$ is also a completely positive map. In which case,
|
|
||||||
\[
|
|
||||||
\norm{\phi}_{\text{cb}} \le \inf_{\eps > 0}\norm{\phi + \eps1_B\psi}_{\text{cb}} \le \inf_{\eps > 0}\norm{\phi(1_A) + \eps 1_B}_B = \norm{\phi(1_A)}_B
|
|
||||||
\]
|
|
||||||
\end{proof}
|
|
||||||
|
|
||||||
\begin{example}
|
\begin{example}
|
||||||
\label{example:transpose-not-completely-positive}
|
\label{example:transpose-not-completely-positive}
|
||||||
Let $T: M_2(\complex) \to M_2(\complex)$ be the transpose map, then $T$ is positive, but not $2$-positive.
|
Let $T: M_2(\complex) \to M_2(\complex)$ be the transpose map, then $T$ is positive, but not $2$-positive.
|
||||||
@@ -378,135 +326,61 @@
|
|||||||
is invertible, with negative determinant, so $T_2(C)$ is not positive.
|
is invertible, with negative determinant, so $T_2(C)$ is not positive.
|
||||||
\end{proof}
|
\end{proof}
|
||||||
|
|
||||||
\begin{example}
|
|
||||||
\label{example:homomorphism-completely-positive}
|
|
||||||
Let $A, B$ be $C^*$-algebras and $\phi: A \to B$ be a *-homomorphism, then $\phi$ is completely positive.
|
|
||||||
\end{example}
|
|
||||||
\begin{proof}
|
|
||||||
For each $n \in \natp$, the induced map $\phi_n: M_n(A) \to M_n(B)$ is a *-homomorphism.
|
|
||||||
\end{proof}
|
|
||||||
|
|
||||||
\begin{example}
|
|
||||||
\label{example:multiply-completely-bounded}
|
|
||||||
|
|
||||||
Let $A$ be a $C^*$-algebra, $y, z \in A$, $\phi: A \to A$ be defined by $x \mapsto yxz$, then
|
|
||||||
\begin{enumerate}
|
|
||||||
\item $\phi$ is completely bounded.
|
|
||||||
\item If $y = z^*$, then $\phi$ is completely positive.
|
|
||||||
\end{enumerate}
|
|
||||||
\end{example}
|
|
||||||
\begin{proof}
|
|
||||||
(1): For each $n \in \natp$ and $T \in M_n(A)$,
|
|
||||||
\[
|
|
||||||
\phi_n(T) = (1_{M_n(\complex)} \otimes y)T(1_{M_n(\complex)} \otimes z)
|
|
||||||
\]
|
|
||||||
\end{proof}
|
|
||||||
|
|
||||||
\begin{proposition}
|
|
||||||
\label{proposition:commutative-mn-facts}
|
|
||||||
Let $X$ be a compact Hausdorff space, then:
|
|
||||||
\begin{enumerate}
|
|
||||||
\item $C(X; M_n(\complex))$ equipped with pointwise product, pointwise involution, and the norm
|
|
||||||
\[
|
|
||||||
\norm{f}_{C(X; M_n(\complex))} = \sup_{x \in X}\norm{f(x)}_{M_n(\complex)}
|
|
||||||
\]
|
|
||||||
|
|
||||||
is a $C^*$-algebra.
|
|
||||||
\item The mapping
|
|
||||||
\[
|
|
||||||
M_n(C(X; \complex)) \to C(X; M_n(\complex)) \quad M \otimes f \mapsto M \cdot f
|
|
||||||
\]
|
|
||||||
|
|
||||||
is a *-isomorphism.
|
|
||||||
\item For any $f \in C(X; M_n(\complex))$, $f \ge 0$ if and only if $f(x) \ge 0$ in $M_n(\complex)$ for all $x \in X$.
|
|
||||||
\end{enumerate}
|
|
||||||
\end{proposition}
|
|
||||||
\begin{proof}
|
|
||||||
(1): For any $f \in C(X; M_n(\complex))$,
|
|
||||||
\[
|
|
||||||
\sup_{x \in X}\norm{f(x)}_{M_n(\complex)}^2 = \sup_{x \in X}\norm{f(x)^*f(x)}_{M_n(\complex)} = \norm{f^*f}_{C(X; M_n(\complex))}
|
|
||||||
\]
|
|
||||||
|
|
||||||
(3): If $f \ge 0$, then there exists $g \in C(X; M_n(\complex))$ such that $f(x) = g^*(x)g(x)$ for all $x \in X$, so $f(x) \ge 0$ in $M_n(\complex)$ for all $x \in X$.
|
|
||||||
|
|
||||||
On the other hand, if $f(x) \ge 0$ in $M_n(\complex)$ for all $x \in X$, then $g(x) = f(x)^{1/2}$ is defined for all $x \in X$. By the \hyperref[continuous functional calculus]{definition:continuous-functional-calculus}, $g$ is continuous from $X$ to $M_n(\complex)$. Therefore there exists $g \in C(X; M_n(\complex))$ such that $f = g^*g$.
|
|
||||||
\end{proof}
|
|
||||||
|
|
||||||
|
\begin{definition}[Module Map]
|
||||||
|
\label{definition:module-map}
|
||||||
|
Let $A, B, C$ be $C^*$-algebras with $C \subset A, B$ and $1_A = 1_B = 1_C$, then $A$ and $B$ are $C$-bimodules with respect to multiplication.
|
||||||
|
|
||||||
|
Let $\phi: A \to B$ be a linear map, then $\phi$ is a \textbf{$C$-bimodule map} if $\phi(c_1ac_2) = c_1\phi(a)c_2$ for all $a \in A$ and $c_1, c_2 \in C$.
|
||||||
|
\end{definition}
|
||||||
|
|
||||||
\begin{theorem}
|
\begin{theorem}
|
||||||
\label{theorem:bounded-functional-completely-bounded}
|
\label{theorem:completely-positive-bimodule}
|
||||||
Let $A$ be a unital $C^*$-algebra, $S \subset A$ be a subspace, $X$ be a compact Hausdorff space, and $\phi \in L(S; C(X; \complex))$, then:
|
Let $A, B$ be unital $C^*$-algebras, $\phi: A \to B$ be a unital completely positive map, then:
|
||||||
\begin{enumerate}
|
\begin{enumerate}
|
||||||
\item $\norm{\phi}_{\text{cb}} = \norm{\phi}_{L(S; C(X; \complex))}$.
|
\item For any $a \in A$, $\phi(a)^*\phi(a) = \phi(a^*a)$ if and only if $\phi(ba) = \phi(b)\phi(a)$ for all $b \in A$. The space $R = \bracsn{a \in A|\phi(a)^*\phi(a) = \phi(a^*a)}$ is a subalgebra of $A$, and $\phi|_R$ is a homomorphism.
|
||||||
\item If $S$ is an operator system and $\phi$ is positive, then $\phi$ is completely positive.
|
\item For any $a \in A$, $\phi(a)\phi(a)^* = \phi(aa^*)$ if and only if $\phi(ab) = \phi(a)\phi(b)$ for all $b \in A$. The space $L = \bracsn{a \in A| \phi(a)\phi(a)^* = \phi(aa^*)}$ is a subalgebra of $A$, and $\phi|_L$ is a homomorphism.
|
||||||
|
\item $L \cap R$ is a $C^*$-subalgebra of $A$, and $\phi|_{L \cap R}$ is a *-homomorphism.
|
||||||
\end{enumerate}
|
\end{enumerate}
|
||||||
\end{theorem}
|
\end{theorem}
|
||||||
\begin{proof}[Proof, {{\cite[Proposition 3.8]{Paulsen}}}. ]
|
\begin{proof}
|
||||||
By \autoref{proposition:commutative-mn-facts}, the norm and order relation on $C(X; M_n(\complex)) \iso M_n(C(X; \complex))$ are pointwise. As such, assume without loss of generality that $X$ is a single point and $C(X; \complex) = \complex$.
|
(1, $\Leftarrow$): Suppose that $\phi(ba) = \phi(b)\phi(a)$ for all $b \in A$, then $\phi(a^*) = \phi(a)^*\phi(a)$ after plugging in $b = a^*$.
|
||||||
|
|
||||||
Let $a = (a_{ij}) \in M_n(S)$. For each $\xi, \eta \in \complex^n$,
|
|
||||||
\begin{align*}
|
|
||||||
\dpn{\phi_n(a)\xi, \eta}{\complex^n} &= \sum_{i, j = 1}^n \xi_j \ol{\eta_i} \dpn{a_{ij}, \phi}{S} = \angles{\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i}, \phi}_S
|
|
||||||
\end{align*}
|
|
||||||
|
|
||||||
where
|
|
||||||
\begin{align*}
|
|
||||||
\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i} &= (\one \otimes \ol{\eta}) \cdot a \cdot (\xi \otimes \one)
|
|
||||||
\end{align*}
|
|
||||||
|
|
||||||
(1):
|
(1, $\Rightarrow$): Suppose that $\phi(a^*a) = \phi(a)^*\phi(a)$. By the \hyperref[Kadison-Schwarz inequality]{proposition:cauchy-schwarz-2-positive},
|
||||||
\begin{align*}
|
\begin{align*}
|
||||||
|\dpn{\phi_n(a)\xi, \eta}{\complex^n}| &\le \norm{\phi}_{S^*} \cdot \norm{\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i}}_{S} \\
|
\phi_2\begin{bmatrix}
|
||||||
\norm{\sum_{i, j = 1}^n a_{ij}\xi_j\ol{\eta_i}}_{S} &\le \norm{\xi}_{\complex^n}\norm{\eta}_{\complex^n}\norm{a}_{M_n(S)} \\
|
a & b^* \\
|
||||||
\norm{\phi_n(a)}_{M_n(\complex)} &\le \norm{\phi}_{S^*}\norm{a}_{M_n(S)} \\
|
0 & 0
|
||||||
\norm{\phi}_{\text{cb}} &\le \norm{\phi}_{S^*}
|
\end{bmatrix}^*\phi_2\begin{bmatrix}
|
||||||
|
a & b^* \\
|
||||||
|
0 & 0
|
||||||
|
\end{bmatrix} \le \phi_2\begin{bmatrix}
|
||||||
|
a^*a & a^*b^* \\
|
||||||
|
ba & bb^*
|
||||||
|
\end{bmatrix}
|
||||||
\end{align*}
|
\end{align*}
|
||||||
|
|
||||||
(2): If $\xi = \eta$, then
|
|
||||||
\[
|
|
||||||
\sum_{i, j = 1}^n a_{ij}\eta_j\ol{\eta_i} = (\xi \otimes \one)^* \cdot a \cdot (\xi \otimes \one) \ge 0
|
|
||||||
\]
|
|
||||||
|
|
||||||
so
|
so
|
||||||
\[
|
\[
|
||||||
\dpn{\phi_n(a)\xi, \eta}{\complex^n} = \dpn{(\xi \otimes \one)^* \cdot a \cdot (\xi \otimes \one), \phi}{S} \ge 0
|
\begin{bmatrix}
|
||||||
|
\phi(a^*)\phi(a) & \phi(a^*)\phi(b) \\
|
||||||
|
\phi(b)\phi(a) & \phi(b)\phi(b^*)
|
||||||
|
\end{bmatrix} \le
|
||||||
|
\begin{bmatrix}
|
||||||
|
\phi(a^*a) & \phi(a^*b) \\
|
||||||
|
\phi(ba) & \phi(bb^*)
|
||||||
|
\end{bmatrix}
|
||||||
\]
|
\]
|
||||||
\end{proof}
|
|
||||||
|
|
||||||
|
and
|
||||||
\begin{theorem}[Stinespring]
|
|
||||||
\label{theorem:stinespring-commutative-completely-positive}
|
|
||||||
Let $X$ be a compact Hausdorff space, $B$ be a $C^*$-algebra, $\phi: C(X; \complex) \to B$ be a positive map, then $\phi$ is completely positive.
|
|
||||||
\end{theorem}
|
|
||||||
\begin{proof}
|
|
||||||
Let $P \in C(X; M_n(\complex))$ with $P \ge 0$ and $\eps > 0$. By \autoref{proposition:uniform-continuous-compact} and \autoref{theorem:lch-paracompact}, there exists a partition of unity $\seqf{\psi_j} \subset C(X; [0, 1])$ and positive matrices $\seqf{p_j} \subset M_n(\complex)$ such that
|
|
||||||
\[
|
\[
|
||||||
\norm{P(x) - \sum_{j = 1}^n p_j\psi_j(x)}_{M_n(\complex)} < \eps
|
\begin{bmatrix}
|
||||||
|
0 & \phi(a^*b^*) - \phi(a^*)\phi(b) \\
|
||||||
|
\phi(b)\phi(a) - \phi(ba) & \phi(b)\phi(b^*) - \phi(bb^*)
|
||||||
|
\end{bmatrix} \ge 0
|
||||||
\]
|
\]
|
||||||
|
|
||||||
for all $x \in X$. For each $1 \le j \le n$, $\phi_n(p_j\psi_j) = p_j\phi(\psi_j) \ge 0$. As $\eps > 0$ is arbitrary, $\phi_n(P) \ge 0$.
|
Since the top left entry is zero, $\phi(b)\phi(a) - \phi(ba) = 0$.
|
||||||
\end{proof}
|
|
||||||
|
|
||||||
\begin{theorem}[Choi]
|
|
||||||
\label{theorem:choi-matrix-positive}
|
|
||||||
Let $n \in \natp$, $B$ be a $C^*$-algebra, and $\phi: M_n(\complex) \to B$ be a linear map. For each $1 \le i, j \le n$, let $E_{ij}$ be the standard matrix units for $M_n(\complex)$, then $C_\phi = (\phi(E_{ij})) \in M_n(B)$ is the \textbf{Chi matrix} of $\phi$. The mapping $\phi \mapsto C_\phi$ is an isomorphism from $L(M_n(\complex); B)$ to $M_n(B)$, and the following are equivalent:
|
|
||||||
\begin{enumerate}
|
|
||||||
\item $\phi$ is completely positive.
|
|
||||||
\item $\phi$ is $n$-positive.
|
|
||||||
\item $C_\phi$ is positive in $M_n(B)$.
|
|
||||||
\end{enumerate}
|
|
||||||
\end{theorem}
|
|
||||||
\begin{proof}
|
|
||||||
(2) $\Rightarrow$ (3): The matrix $E = (E_{ij})$ is positive in $M_n(\complex)$.
|
|
||||||
|
|
||||||
(3) $\Rightarrow$ (1):
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
$\phi, \psi \in S(G)$, $K \subset G$ be compact, and $V \in \cn_G(1_G)$ be relatively compact, then
|
|
||||||
\begin{align*}
|
|
||||||
|
|
||||||
\end{align*}
|
|
||||||
|
|
||||||
\end{proof}
|
\end{proof}
|
||||||
|
|
||||||
|
|||||||
@@ -4,3 +4,4 @@
|
|||||||
\input{./dilation.tex}
|
\input{./dilation.tex}
|
||||||
\input{./os.tex}
|
\input{./os.tex}
|
||||||
\input{./completely.tex}
|
\input{./completely.tex}
|
||||||
|
\input{./complete-upgrade.tex}
|
||||||
|
|||||||
@@ -8,12 +8,12 @@
|
|||||||
|
|
||||||
\begin{proposition}
|
\begin{proposition}
|
||||||
\label{proposition:maximal-commutative-vn}
|
\label{proposition:maximal-commutative-vn}
|
||||||
Let $H$ be a complex Hilbert space and $A \subset B(H)$ be a $C^*$-subalgebra, then $A$ is a maximal commutative von Neumann algebra if and only if $A = A'$.
|
Let $H$ be a complex Hilbert space and $A \subset B(H)$ be a $C^*$-subalgebra, then $A$ is a maximal abelian von Neumann algebra if and only if $A = A'$.
|
||||||
\end{proposition}
|
\end{proposition}
|
||||||
\begin{proof}
|
\begin{proof}
|
||||||
($\Leftarrow$): Let $B \supset A$ be a commutative von Neumann algebra, then $B \subset A' = A$.
|
($\Leftarrow$): Let $B \supset A$ be a abelian von Neumann algebra, then $B \subset A' = A$.
|
||||||
|
|
||||||
($\Rightarrow$): For each $T \in (A')_{sa}$, the von Neumann algebra generated by $A$ and $T$ is commutative. As such, $T \in A$. As this holds for all $T \in (A')_{sa}$, $A' = (A')_{sa} + i(A')_{sa} \subset A$.
|
($\Rightarrow$): For each $T \in (A')_{sa}$, the von Neumann algebra generated by $A$ and $T$ is abelian. As such, $T \in A$. As this holds for all $T \in (A')_{sa}$, $A' = (A')_{sa} + i(A')_{sa} \subset A$.
|
||||||
\end{proof}
|
\end{proof}
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
@@ -125,7 +125,17 @@
|
|||||||
For each $x \in X$, let $U \in \cn_X(x)$ be a compact neighbourhood. Since $Y$ is a compact Hausdorff space, $\varphi(U)$ is closed by \autoref{proposition:compact-closed}. As $\varphi \in C(X; Y)$ is an embedding, there exists $V \in \cn_Y(\varphi(x))$ such that $\varphi(U) = \varphi(X) \cap V$. Given that $\varphi(X)$ is dense in $Y$, $\varphi(U) = \ol{\varphi(X) \cap V} \supset V$. Therefore $\varphi(U) \in \cn_{Y}(\varphi(x))$, and $\varphi(X)$ is open in $Y$.
|
For each $x \in X$, let $U \in \cn_X(x)$ be a compact neighbourhood. Since $Y$ is a compact Hausdorff space, $\varphi(U)$ is closed by \autoref{proposition:compact-closed}. As $\varphi \in C(X; Y)$ is an embedding, there exists $V \in \cn_Y(\varphi(x))$ such that $\varphi(U) = \varphi(X) \cap V$. Given that $\varphi(X)$ is dense in $Y$, $\varphi(U) = \ol{\varphi(X) \cap V} \supset V$. Therefore $\varphi(U) \in \cn_{Y}(\varphi(x))$, and $\varphi(X)$ is open in $Y$.
|
||||||
\end{proof}
|
\end{proof}
|
||||||
|
|
||||||
|
\begin{proposition}
|
||||||
|
\label{proposition:stone-cech-not-metrisable}
|
||||||
|
Let $X$ be an infinite discrete topological space, then $\beta X$ is not second countable and hence not metrisable.
|
||||||
|
\end{proposition}
|
||||||
|
\begin{proof}
|
||||||
|
Let $\fB \subset 2^X$ be a base for the topology on $\beta X$, then for each $A \subset \beta X$ clopen, there exists $\mathcal{F} \subset \fB$ finite such that $A = \bigcup_{U \in \mathcal{F}}U$. Should $\fB$ be countable, then there are at most countably many clopen subsets of $\beta X$.
|
||||||
|
|
||||||
|
However, for each $A \subset X$, let $U_A = \bracsn{\fU \in \beta X|A \in \fU}$, then $\bracsn{U_A|A \subset X}$ represents uncountably many clopen sets. Therefore $\fB$ cannot be countable, $\beta X$ is not second countable.
|
||||||
|
|
||||||
|
If $\beta X$ was metrisable, then it is second countable by compactness and \autoref{proposition:separable-metric-space}. Therefore $\beta X$ is not metrisable.
|
||||||
|
\end{proof}
|
||||||
|
|
||||||
\begin{definition}[One-Point Compactification]
|
\begin{definition}[One-Point Compactification]
|
||||||
\label{definition:alexandroff-compactification}
|
\label{definition:alexandroff-compactification}
|
||||||
|
|||||||
Reference in New Issue
Block a user