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# Riesz representation theorem

The Riesz representation theorem in functional analysis establishes an important connection between a Hilbert space and its dual space: if the ground field is the real numbers, the two are isometrically isomorphic; if the ground field is the complex numbers, the two are isometrically anti-isomorphic. The theorem is the justification for the bra-ket notation popular in the mathematical treatment of quantum mechanics. The (anti-) isomorphism is a particular natural one as will be described next.

Let H be a Hilbert space, and let H ' denote its dual space, consisting of all continuous linear functions from H into the base field R or C. If x is an element of H, then φx defined by

φx(y) = <x, y>    for all y in H
is an element of H '. The Riesz representation theorem states that every element of H ' can be written in this form, and that furthermore the assignment Φ(x) = φx defines an isometric (anti-) isomorphism
Φ : H -> H '
meaning that
• Φ is bijective
• The norms of x and Φ(x) agree: ||x|| = ||Φ(x)||
• Φ is additive: Φ(x1 + x2) = Φ(x1) + Φ(x2)
• If the base field is R, then Φ(λ x) = λ Φ(x) for all real numbers λ
• If the base field is C, then Φ(λ x) = λ* Φ(x) for all complex numbers λ, where λ* denotes the complex conjugation of λ

The inverse map of Φ can be described as follows. Given an element φ of H ', the orthogonal complement of the kernel of φ is a one-dimensional subspace of H. Take a non-zero element z in that subspace, and set x = φ(z) / ||z||2 · z. Then Φ(x) = φ.