Hilbert spaces induced by Hilbert space valued functions

Author:

Saitoh Saburou

Abstract

Let E E be an arbitrary set and F ( E ) \mathcal {F}(E) a linear space composed of all complex valued functions on E E . Let H \mathcal {H} be a (possibly finite-dimensional) Hilbert space with inner product ( , ) H {(,)_\mathcal {H}} . Let h : E H {\mathbf {h}}:E \to \mathcal {H} be a function and consider the linear mapping L L from H \mathcal {H} into F ( E ) \mathcal {F}(E) defined by ( F , h ( p ) ) H {({\mathbf {F}},{\mathbf {h}}(p))_\mathcal {H}} . We let H ~ \tilde {\mathcal {H}} denote the range of L L . Then we assert that H ~ \tilde {\mathcal {H}} becomes a Hilbert space with a reproducing kernel composed of functions on E E , and, moreover, it is uniquely determined by the mapping L L , in a sense. Furthermore, we investigate several fundamental properties for the mapping L L and its inverse.

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,General Mathematics

Reference8 articles.

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