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operator topologies (Definition)

Let $X$ be a normed vector space and $B(X)$ the space of bounded operators in $X$ . There are several interesting topologies that can be given to $B(X)$ . In what follows, $T_{\alpha}$ denotes a net in $B(X)$ and $T$ denotes an element of $B(X)$ .

Note: On 4, 5, 6 and 7, $X$ must be a Hilbert space.

1. Norm Topology

This is the topology induced by the usual operator norm.

$\displaystyle T_{\alpha} \longrightarrow T$   in the norm topology$\displaystyle \;\; \Longleftrightarrow \; \Vert T_{\alpha} - T \Vert \longrightarrow 0 $

2. Strong Operator Topology

This is the topology generated by the family of semi-norms $\| \cdot \|_{x}\;, x \in X$ defined by $\|T \|_{x} := \|Tx \|$ . That means

$\displaystyle T_{\alpha} \longrightarrow T$   in the strong operator topology$\displaystyle \;\; \Longleftrightarrow\; \Vert(T_{\alpha}- T )x\Vert \longrightarrow 0 \quad, \forall x \in X $

3. Weak Operator Topology

This is the topology generated by the family of semi-norms $\| \cdot \|_{f,x}\;$ , where $x \in X$ and $f$ is a linear functional of $X$ (written $f\in X^*$ , the dual vector space of $X$ ), defined by $\| T \|_{f,x} := |f(Tx)|$ . That means

$\displaystyle T_{\alpha} \longrightarrow T$   in the weak operator topology$\displaystyle \;\; \Longleftrightarrow\; \Vert f((T_{\alpha} -T)x) \Vert \longrightarrow 0 \quad, \forall x \in X ,\; \forall f\in X^* $

$\,$

In case $X$ is an Hilbert space with inner product $\langle \cdot, \cdot \rangle$ , we have that

$\displaystyle T_{\alpha} \longrightarrow T$   in the weak operator topology$\displaystyle \;\; \Longleftrightarrow \; \vert\langle (T_{\alpha} - T)x, y \rangle \vert \longrightarrow 0 \quad, \forall x, y \in X $

4. $\sigma$ -Strong Operator Topology

In this topology $X$ must be a Hilbert space. Let $K(X)$ denote the space of compact operators on $X$ .

The $\sigma$ -strong operator topology is the topology generated by the family of semi-norms $\|\cdot\|_S\;, S \in K(X)$ , defined by $\|T\|_S := \|TS\|$ . That means

$\displaystyle T_{\alpha} \longrightarrow T$   in the $\sigma$ -strong operator topology$\displaystyle \;\; \Longleftrightarrow\; \Vert(T_{\alpha}-T)S\Vert \longrightarrow 0 \quad, \forall S \in K(X) $

$\,$

Equivalently, $T_{\alpha} \longrightarrow T\;\; \Longleftrightarrow \; T_{\alpha}S \longrightarrow TS$ in norm for every $S \in K(X)$ .

This topology is also called the ultra-strong operator topology.

5. $\sigma$ -Weak Operator Topology

In this topology $X$ must be a Hilbert space. Let $B(X)_*$ denote the space of trace-class operators on $X$ and $Tr(S)$ the trace of an operator $S \in B(X)_*$ .

The $\sigma$ -weak operator topology is the topology generated by the family of semi-norms $\{\omega_{S} : S \in B(X)_*\}$ defined by $\omega_{S}(T) := |Tr(TS)|$ . That means

$\displaystyle T_{\alpha} \longrightarrow T$   in the $\sigma$ -weak operator topology$\displaystyle \;\; \Longleftrightarrow\; \vert Tr[(T_{\alpha}-T)S]\vert \longrightarrow 0 \quad, \forall S \in B(X)_* $

This topology is also called the ultra-weak operator topology.

6. Strong-* Operator Topology

In this topology $X$ must be a Hilbert space. In the following $T^*$ denotes the adjoint operator of $T$ .

The strong-* operator topology is the topology generated by the family of semi-norms $\| \cdot \|_{x}\;, x \in X$ defined by $\|T \|_{x} := \|Tx \|+\|T^*x\|$ . That means

$\displaystyle T_{\alpha} \longrightarrow T$   in the strong-* operator topology$\displaystyle \;\; \Longleftrightarrow\; \Vert(T_{\alpha}- T )x\Vert+\Vert(T_{\alpha}^*- T^* )x\Vert \longrightarrow 0 \quad, \forall x \in X $

Equivalently, $T_{\alpha} \longrightarrow T$ if and only if $T_{\alpha}x \longrightarrow Tx$ and $T_{\alpha}^*x \longrightarrow T^*x$ , for every $x \in X$ .

7. $\sigma$ -Strong-* Operator Topology

In this topology $X$ must be a Hilbert space. Let $K(X)$ denote the space of compact operators on $X$ . In the following $T^*$ denotes the adjoint operator of $T$ .

The $\sigma$ -strong-* operator topology is the topology generated by the family of semi-norms $\| \cdot \|_S\;, S \in K(X)$ defined by $\|T \|_S := \|TS \|+\|T^*S\|$ . That means

$\displaystyle T_{\alpha} \longrightarrow T$   in the $\sigma$ -strong-* operator topology$\displaystyle \;\; \Longleftrightarrow\; \Vert(T_{\alpha}- T)S\Vert+\Vert(T_{\alpha}^*- T^*)S\Vert \longrightarrow 0 \quad, \forall S \in K(X) $

$\,$

Equivalently, $T_{\alpha} \longrightarrow T$ if and only if $T_{\alpha}S \longrightarrow TS$ and $T_{\alpha}^*S \longrightarrow T^*S$ in norm, for every $S \in K(X)$ .

This topology is also called ultra-strong-* operator topology.

Comparison of Operator Topologies

  • The norm topology is the strongest of the topologies defined above.
  • The weak operator topology is weaker than the strong operator topology, which is weaker than the norm topology.
  • In Hilbert spaces we can summarize the relations of the above topologies in the following diagram. Given two topologies $\mathcal{U},\mathcal{V}$ the notation $\mathcal{U} \rightarrow \mathcal{V}$ means $\mathcal{U}$ is weaker than $\mathcal{V}$ :

    $\displaystyle \xymatrix{ weak \ar[r] \ar[d] & strong \ar[r] \ar[d] & \emph{stro... ...r] & \emph{<SPAN class=$\sigma$ -strong} \ar[r] & \emph{$\sigma$ -strong-*} \ar[r] & Norm} $">




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See Also: operator norm

Also defines:  strong operator topology, weak operator topology, $\sigma$-weak operator topology, $\sigma$-strong operator topology, strong-* operator topology, $\sigma$-strong-* operator topology, ultra-strong operator topology, ultra-weak operator topology, ultra-strong-* operator topology
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Cross-references: diagram, relations, weaker, adjoint operator, trace, operators, compact operators, inner product, vector space, linear functional, semi-norms, generated by, operator norm, induced, Hilbert space, net, topologies, bounded operators, normed vector space
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This is version 15 of operator topologies, born on 2007-07-04, modified 2008-01-31.
Object id is 9729, canonical name is OperatorTopologies.
Accessed 5159 times total.

Classification:
AMS MSC46A32 (Functional analysis :: Topological linear spaces and related structures :: Spaces of linear operators; topological tensor products; approximation properties)
 47L05 (Operator theory :: Linear spaces and algebras of operators :: Linear spaces of operators)
 54E99 (General topology :: Spaces with richer structures :: Miscellaneous)

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