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The closest point theorem in a Hilbert space states that every nonempty closed convex subset of a Hilbert space has a unique point nearest to any given .
Let and choose with . The parallelogram identity and convexity give
so is Cauchy. Completeness and closedness give a limit with . If were both minimizers, the same identity with their midpoint would force .
Apply the theorem to a closed subspace . For , let be closest and put . For every , minimality of at for real and imaginary gives . Hence
The intersection is zero, so .
If is a shift with orthonormal basis , it is an isometry,
Conversely, suppose these three properties hold. Choose a unit vector spanning and set . Isometry makes this sequence orthonormal. Iterating the orthogonal decomposition
gives
A vector orthogonal to every lies in every and is therefore zero. Thus is an orthonormal basis and , so is a shift. This is the wandering-vector characterization of a unilateral shift.
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