10.11 Vector-Valued Function Spaces
Proposition 10.11.1 ([III.3.1, SW99]).label Let $T$ be a set, $\mathfrak{S}\subset 2^{T}$ be an upward-directed system of sets, $F$ be a TVS over $K \in \RC$, then
- (1)
The $\mathfrak{S}$-uniformity on $F^{T}$ (Definition 7.1.2) is translation invariant.
- (2)
The composition defined by
\[T^{F} \times T^{F} \to T^{F} \quad (f + g)(x) = f(x) + g(x)\]is continuous.
For any vector subspace $\cf \subset F^{T}$, the following are equivalent:
- (3)
The $\mathfrak{S}$-uniform topology on $\cf \subset F^{E}$ is a vector space topology.
- (4)
For each $S \in \mathfrak{S}$ and $f \in \cf$, $f(S) \subset E$ is bounded.
Proof. (1): Let $U \subset F \times F$ be an entourage and $S \in \mathfrak{S}$. Using Proposition 10.1.6, assume without loss of generality that $U$ is translation-invariant. For any $(f, g) \in E(S, U)$, $h \in F^{T}$, and $x \in S$, $(f(x) + h(x), g(x) + h(x)) \in U$. Thus $(f + h, g + h) \in E(S, U)$ and $E(S, U)$ is translation-invariant.
(2): Let $f, g, f', g' \in \cf$, $S \in \mathfrak{S}$, and $U \subset F \times F$ be an entourage. By (TVS1), there exists an entourage $V \subset F \times F$ such that for any $x, x', y, y' \in F$ with $(x, x'), (y, y') \in V$, $(x + y, x' + y') \in U$. If $(f, g), (f', g') \in E(S, V) \cap \cf$, then for any $x \in S$, $(f(x) + g(x), f'(x) + g'(x)) \in U$, so $(f + g, f' + g') \in E(S, U) \cap \cf$.
(3) $\Rightarrow$ (4): Let $f \in \cf$, $S \in \mathfrak{S}$ and $U \subset F \times F$ be a symmetric entourage, then $E(S, U)(0)$ is a neighbourhood of $0$ with respect to the $\mathfrak{S}$-uniform topology. By (TVS2), there exists $\lambda > 0$ such that $f \in \lambda E(S, U)(0)$. In which case, for any $x \in S$, $\lambda^{-1}f(x) \in U(0)$ and $f(x) \in \lambda U(0)$. Thus $f(S) \subset \lambda U(0)$, and $f(S)$ is bounded.
(4) $\Rightarrow$ (3): Let $f, g \in \cf$, $\lambda, \lambda' \in K$, and $S \in \mathfrak{S}$, then for any $x \in X$,
Let $U_{0} \in \cn_{F}(0)$. By (TVS1) and Proposition 10.1.11, there exists $U \in \cn_{F}(0)$ circled such that $U + U \subset U_{0}$. By (TVS2), there exists $V \in \cn_{F}(0)$ such that $\lambda' V \subset U$. Since $f(S)$ is bounded, there exists $\eps > 0$ with $\eps f(S) \subset U$. In which case, if $\abs{\lambda - \lambda'}< \eps$ and $f(x) - g(x) \in V$ for all $x \in S$, then
for all $x \in S$.$\square$
Definition 10.11.2 (Space of Bounded Functions).label Let $T$ be a set, $E$ be a TVS over $K \in \RC$, and $f: T \to E$ be a function, then $f$ is bounded if $f(T)$ is a bounded subset of $E$. The set $B(T; E) \subset E^{T}$ is the space of all bounded functions from $T$ to $E$, and:
- (1)
$B(T; E)$ equipped with the uniform topology and pointwise operations is a TVS over $K \in \RC$.
- (2)
$B(T; E)$ is a closed subset of $E^{T}$ with respect to the uniform topology. In particular, if $E$ is complete, then so is $B(T; E)$.
Proof. (1): For any $f, g \in B(T; E)$ and $\lambda \in K$, $(\lambda f + g)(T) \subset (\lambda f)(T) + g(T)$, which is bounded by Proposition 10.3.2, so $B(T; E)$ is closed under addition and scalar multiplication.
Since $f(E)$ is bounded for all $f \in B(T; E)$, $B(T; E)$ forms a TVS over $K$ by Proposition 10.11.1.
(2): Let $f \in \ol{B(T; E)}$ and $U \in \cn_{E}(0)$ be circled, then there exists $g \in B(T; E)$ such that $(f - g)(E) \subset U$. Since $g \in B(T; E)$, there exists $\lambda \ge 0$ such that $g(E) \subset \lambda U$. In which case,
so $f \in B(T; E)$.
If $E$ is complete, then $E^{T}$ with the uniform topology is complete by Proposition 7.1.5. Thus $B(T; E)$ is also complete by Proposition 6.5.3.$\square$
Definition 10.11.3 (Space of Bounded Continuous Functions).label Let $X$ be a topological space and $E$ be a TVS over $K \in \RC$, then $BC(X; E) = B(X; E) \cap C(X; E)$ is the space of bounded and continuous functions from $X$ to $E$, and
- (1)
$BC(X; E)$ equipped with the uniform topology and pointwise operations is a TVS over $K \in \RC$.
- (2)
$BC(X; E)$ is a closed subspace of $C(X; E)$ and $B(X; E)$ with respect to the uniform topology. In particular, if $E$ is complete, then so is $BC(X; E)$.
Proof. (1): Since addition and scalar multiplication are continuous, $BC(X; E)$ is a subspace of $B(X; E)$, and hence a TVS over $K \in \RC$ by Definition 10.11.2.
(2): Since $B(X; E)$ and $C(X; E)$ are both closed subspaces of $E^{X}$ by Definition 10.11.2, $BC(X; E)$ is a closed subspace.
If $E$ is complete, then $B(X; E)$ and $C(X; E)$ are both complete under the uniform topology by Definition 10.11.2. Therefore $BC(X; E)$ is also complete.$\square$
Definition 10.11.4 (Space of Bounded Linear Maps).label Let $E, F$ be TVSs over $K \in \RC$, $\mathfrak{S}\subset 2^{E}$ be an upward-directed system, and $k \in \nat$. The space $B_{\mathfrak{S}}^{k}(E; F)$ is the set of all $k$-linear maps $T: E^{k} \to F$ with $T(S^{k}) \in B(F)$ for all $S \in \mathfrak{S}$, equipped with the $\bracsn{S^k| S \in \mathfrak{S}}$-uniform topology.
Let $\fB \subset 2^{E}$ be the collection of all bounded subsets of $E$, then $B_{\mathfrak{S}}(E; F) = B(E; F)$ is the space of bounded linear maps from $E$ to $F$.
Proposition 10.11.5.label Let $E, F$ be TVSs over $K \in \RC$, $\mathfrak{S}\subset 2^{E}$ be an upward-directed system that contains all singletons, and $k \in \natp$, then
- (1)
The map
\[I: B_{\mathfrak{S}}^{k}(E; B_{\mathfrak{S}}(E; F)) \to B^{k+1}_{\mathfrak{S}}(E; F)\]defined by
\[(IT)(x_{1}, \cdots, x_{k+1}) = T(x_{1}, \cdots, x_{k})(x_{k+1})\]is an isomorphism.
- (2)
The map
\[I: \underbrace{B_{\mathfrak{S}}(E; B_{\mathfrak{S}}(E; \cdots)))}_{k \text{ times}}\to B^{k}_{\mathfrak{S}}(E; F)\]defined by
\[IT(x_{1}, \cdots, x_{k}) = T(x_{1})\cdots (x_{k})\]is an isomorphism.
which allows the identification
under the map $I$ in (2).
Proof. (1): To see that $I$ is surjective, let $T \in B_{\mathfrak{S}}^{k+1}(E; F)$ and
Let $(x_{1}, \cdots, x_{k}) \in E^{k}$ and $S \in \mathfrak{S}$. Since $\mathfrak{S}$ is upward-directed and contains all singletons, assume without loss of generality that $\bracsn{x_j}_{1}^{k} \subset S$. In which case,
by assumption. Thus $I^{-1}T(x_{1}, \cdots, x_{k}) \in B_{\mathfrak{S}}(E; F)$.
In addition, for any $S_{1} \in \mathfrak{S}$ and entourage $E(S_{2}, U)$ of $B_{\mathfrak{S}}(E; F)$ where $S_{2} \in \mathfrak{S}$ and $U$ is an entourage of $F$, there exists $S \in \mathfrak{S}$ with $S \supset S_{1} \cup S_{2}$. Given that $T(S^{k+1}) \in B(F)$, there exists $\lambda > 0$ such that $T(S^{k+1}) \subset \lambda U(0)$. In which case, $I^{-1}T(S^{k}) \subset \lambda E(S, U)(0)$ and $I^{-1}T(S^{k}) \in B(B_{\mathfrak{S}}(E; F))$. Thus $I^{-1}T \in B^{k}_{\mathfrak{S}}(E; B_{\mathfrak{S}}(E; F))$.
It remains to show that $I$ and $I^{-1}$ is continuous. To this end, let $S \in \mathfrak{S}$ and $U$ be an entourage of $F$, then for any $T \in E(S^{k}, E(S, U))(0)$, $IT \in E(S^{k+1}, U)(0)$, so $I$ is continuous.
On the other hand, let $S_{1} \in \mathfrak{S}$ and $E(S_{2}, U)$ be an entourage of $B_{\mathfrak{S}}(E; F)$ where $S_{2} \in \mathfrak{S}$ and $U$ is an entourage of $F$. Let $S \in \mathfrak{S}$ with $S \supset S_{1} \cup S_{2}$, then for any $T \in E(S^{k+1}, U)(0)$, $I^{-1}T \in E(S^{k}, E(S, U))(0)$. Thus $I^{-1}$ is continuous as well.
(2): The case for $k = 2$ is given by (1). If the proposition holds for $k \in \natp$, then
Thus (2) holds for all $k \in \natp$.$\square$
Definition 10.11.6 (Strong Operator Topology).label Let $E, F$ be TVSs over $K \in \RC$, $\fF \subset 2^{E}$ be the collection of finite subsets of $E$, then the $\fF$-uniform topology on $F^{E}$ is the strong operator topology.
The space $L_{s}(E; F)$ denotes $L(E; F)$ equipped with the strong operator topology.
Proposition 10.11.7.label Let $E, F$ be TVSs over $K \in \RC$ and $\net{T}\subset L(E; F)$ and $T \in L_{s}(E; F)$. If
- (a)
There exists a dense subset $S \subset E$ such that $T_{\alpha} x \to Tx$ strongly for all $x \in S$.
- (b)
$\bracs{T_\alpha|\alpha \in A}$ is uniformly equicontinuous.
then $T_{\alpha} \to T$ in $L_{s}(E; F)$.
Proof. Let $x \in E$, $U \in \cn_{F}(Tx)$, and $V \in \cn_{F}(Tx)$ be balanced such that $V + V + V \subset U$. By (b), there exists a balanced neighbourhood $W \in \cn_{E}(0)$ such that $T(W) \cup \bigcup_{\alpha \in A}T_{\alpha}(W) \subset V$. By (a), there exists $y \in S \cap (x + W)$ and $\alpha_{0} \in A$ such that for all $\alpha \ge \alpha_{0}$, $T_{\alpha} y - Ty \in V$. In which case, for any $\alpha \ge \alpha_{0}$,
$\square$
Definition 10.11.8 (Weak Operator Topology).label Let $E, F$ be TVSs over $K \in \RC$, $\fF \subset 2^{E}$ be the collection of finite subsets of $E$, then the $\fF$-uniform topology on $F_{w}^{E}$ is the weak operator topology.
The space $L_{w}(E; F) = L_{s}(E; F_{w})$ denotes $L(E; F)$ equipped with the weak operator topology.
Definition 10.11.9 (Bounded Convergence Topology).label Let $E, F$ be TVSs over $K \in \RC$, $\fB \subset 2^{E}$ be the collection of bounded subsets of $E$, then the $\fB$-uniform topology on $L(E; F)$ is the topology of bounded convergence.
The space $L_{b}(E; F)$ denotes $L(E; F)$ equipped with the topology of bounded convergence.
Proposition 10.11.10.label Let $E, F$ be TVSs over $K \in \RC$ with $F$ being separated, then:
- (1)
$\hom(E; F)$ is a closed subspace of $F^{E}$ with respect to the product topology.
- (2)
$B(E; F)$ is a closed subspace of $F^{E}$ with respect to the topology of bounded convergence. In particular, if $F$ is complete, then so is $B(E; F)$.
Proof. (1): For each $x, y \in E$ and $\lambda \in K$, the mappings
and
are continuous with respect to the product topology. Since
and $\bracs{0}$ is closed in $F$, $\hom(E; F)$ is a closed subspace of $F^{E}$.
(2): By Definition 10.11.2 and (1), the space of bounded functions and the space of linear functions from $E$ to $F$ are closed subspaces of $F^{E}$ with respect to the topology of bounded convergence. Therefore $B(E; F)$ is also a closed subspace.$\square$