TheoremBase

Weighted Square-Summable Sequence Spaces are Real Hilbert Spaces: the Standard Orthonormal Basis and the Embedding of a Hilbert Space under Bounded Weights

A weighted square-summable sequence space is a real Hilbert space with the rescaled unit sequences as orthonormal basis; under bounded weights the coordinate map embeds a Hilbert space with orthonormal basis continuously and injectively into it.

Statement

In the setting of Borel Probability Measures on a Real Hilbert Space with an Orthonormal Basis: Standing Notation, with the coordinates xkx_{k} of Borel Probability Measures on a Real Hilbert Space with an Orthonormal Basis: Standing Notation §coordinates, let a=(ak)k∈Na=(a_{k})_{k\in\mathbb{N}} be a sequence of positive real numbers, let XaX_{a} with its termwise operations be the weighted sequence space, and let ⟨⋅,⋅⟩a\langle\cdot,\cdot\rangle_{a} and ∣⋅∣a|\cdot|_{a} be as in Weighted Square-Summable Sequence Spaces §inner-product.

1. (A real Hilbert space) With its termwise operations and ⟨⋅,⋅⟩a\langle\cdot,\cdot\rangle_{a}, XaX_{a} is a real Hilbert space whose zero vector is the zero sequence, and ∣⋅∣a|\cdot|_{a} is the norm of its inner product.

2. (Standard orthonormal basis) For k∈Nk\in\mathbb{N} let fkaf^{a}_{k} be the sequence whose kk-th term is the reciprocal of ak1/2a_{k}^{1/2} and whose other terms are 00. Then fka∈Xaf^{a}_{k}\in X_{a}, (fka)k∈N(f^{a}_{k})_{k\in\mathbb{N}} is an orthonormal basis of XaX_{a}, and ⟨v,fka⟩a=ak1/2vk\langle v,f^{a}_{k}\rangle_{a}=a_{k}^{1/2}v_{k} for every v∈Xav\in X_{a} and k∈Nk\in\mathbb{N}.

3. (Embedding under bounded weights) Suppose that there is aˉ∈R\bar{a}\in\mathbb{R} with ak≤aˉa_{k}\le\bar{a} for every k∈Nk\in\mathbb{N}. Then for every x∈Xx\in X the sequence ιa(x)=(xk)k∈N\iota_{a}(x)=(x_{k})_{k\in\mathbb{N}} belongs to XaX_{a}, the map ιa:X→Xa\iota_{a}:X\to X_{a} is linear for the termwise operations and injective, and ∣ιa(x)∣a2≤aˉ ∣x∣2|\iota_{a}(x)|_{a}^{2}\le\bar{a}\,|x|^{2} for every x∈Xx\in X.

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