Theorem 16.3.4.label Let $(X, \cm, \mu)$ be a measure space, $K \in \RC$, $H$ be a Hilbert space over $K$, $p, q \in [1, \infty]$ be Hölder conjugates such that one of the following holds:

  1. (a)

    $p \in (1, \infty)$ and $q \in (1, \infty)$.

  2. (b)

    $p = 1$, $q = \infty$, $H$ is separable, and $\mu$ is localisable.

For each $g \in L^{q}(X, \cm, \mu; H)$, let

\[\phi_{g}: L^{p}(X, \cm, \mu; H) \to K \quad f \mapsto \int \dpn{f, g}{H}d\mu\]

then the mapping

\[L^{q}(X, \cm, \mu; H) \to L^{p}(X, \cm, \mu; H)^{*} \quad g \mapsto \phi_{g}\]

is a conjugate linear isometric isomorphism.

Proof, [Theorem 6.15, Fol99]. By Theorem 16.3.3, the given map is isometric. Thus it is sufficient to show that it is surjective. Let $\phi \in L^{p}(X; H)^{*}$.

(Finite): First suppose that $\mu$ is finite, then $\Sigma(X, \cm; H) \subset L^{p}(X; H)$, and $\phi$ induces an $H$-valued measure on $(X, \cm)$, absolutely continuous with respect to $\mu$. By the Radon-Nikodym Theorem, there exists $g \in L^{1}(X; H)$ such that for each $f \in \Sigma(X, \cm; H)$,

\[\int \dpn{f, g}{H}d\mu = \dpn{f, \phi}{L^p(X; H)}\]

By Theorem 16.3.3, $g \in L^{q}(X; H)$.

(Arbitrary): In the case of (a), by Lemma 16.3.2, there exists a $\sigma$-finite set $A \in \cm$ such that for each $f \in L^{p}(X; H)$, $\dpn{f, \phi}{L^p(X; H)}= \dpn{\one_A \cdot f, \phi}{L^p(X; H)}$. In the case of (b), $A = X$ is a localisable set satisfying the same restriction condition.

Let $F \in \cm$ with $F \subset A$ and $\mu(F) < \infty$. By the finite case, there exists $g_{F} \in L^{q}(F; H)$ such that for every $f \in L^{p}(X; H)$,

\[\int_{F} \dpn{f, g_F}{H}d\mu = \dpn{\one_{F} \cdot f, \phi}{L^p(X; H)}\]

In the case of (a), there exists a countable exhaustion $\seq{F_n}\subset \cm$ of $A$ with sets of finite measure. For each $n \in \natp$, a representative of $g_{F_n}$ may be taken to have separable range. In the case of (b), such a representative may be chosen for every $F \in \cm$ with $F \subset A$ and $\mu(F) < \infty$. Thus by the gluing lemma for measurable functions, there exists a measurable function $g: X \to H$ such that $g|_{F}= g_{F}$ almost everywhere for all $F \in \cm$ with $F \subset A$ and $\mu(F) < \infty$.

If $q < \infty$, then $g \in L^{q}(X; H)$ by the Monotone Convergence Theorem. Otherwise,

\[\norm{g}_{L^\infty(X; H)}\le \sup_{\substack{F \in \cm \\ F \subset A \\ \mu(F) < \infty}}\norm{g_F}_{L^\infty(F; H)}\le \norm{\phi}_{L^1(X; H)^*}\]

Hence $g \in L^{q}(X; H)$ with $\norm{g}_{L^q(X; H)}\le \norm{\phi}_{L^1(X; H)^*}$.

Finally, let $f \in L^{p}(X; H)$, then there exists $\seq{F_n}\subset \cm$ such that $F_{n} \upto \bracsn{f \ne 0}\cap A$ and $\mu(F_{n}) < \infty$ for all $n \in \natp$. In which case, by the Dominated Convergence Theorem,

\begin{align*}\int \dpn{f, g}{H}d\mu&= \limv{n}\int_{F_n}\dpn{f, g}{H}d\mu = \limv{n}\int_{F_n}\dpn{f, g_{F_n}}{H}d\mu \\&= \limv{n}\dpn{\one_{F_n} \cdot f, \phi}{L^p(X; H)}= \limv{n}\dpn{f, \phi}{L^p(X; H)}\end{align*}

Therefore the mapping is surjective, and hence an isomorphism.$\square$

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