10.12 Vector-Valued Function Spaces
Proposition 10.12.1 ([III.3.1, SW99]).label Let $T$ be a set, $\sigma \subset 2^{T}$ be an ideal, and $F$ be a TVS over $K \in \RC$, then
- (1)
The $\sigma$-uniformity on $F^{T}$ 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:
- (T)
The $\sigma$-uniform topology on $\cf \subset F^{E}$ is a vector space topology.
- (B)
For each $f \in \cf$ and $S \in \sigma$, $f(S) \subset E$ is bounded.
Proof. (1): Let $U \subset F \times F$ be an entourage and $S \in \sigma$. 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 $f, g, f', g' \in \cf$, $S \in \sigma$, 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 $(f + g, f' + g') \in E(S, U) \cap \cf$.
(T) $\Rightarrow$ (B): Let $f \in \cf$, $S \in \sigma$ and $U \subset F \times F$ be a symmetric entourage, then $E(S, U)(0)$ is a neighbourhood of $0$ with respect to the $\sigma$-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.
(T) $\Rightarrow$ (B): Let $f, g \in \cf$, $\lambda, \lambda' \in K$, and $S \in \sigma$, 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 10.12.2 (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 10.4.2, 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 10.12.1.
(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 7.2.5. Thus $B(T; E)$ is also complete by Proposition 6.7.3.$\square$
Definition 10.12.3 (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 10.12.2.
(2): Since $B(X; E)$ and $C(X; E)$ are both closed subspaces of $E^{X}$ by Definition 10.12.2, $BC(X; E)$ 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 10.12.2. Therefore $BC(X; E)$ is also complete.$\square$
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