Theorem
Riesz representation theorem for Hilbert spaces
Every continuous linear functional on a Hilbert space is inner product with a unique vector.
Statement
Let be a real or complex Hilbert space. Adopt the convention that its inner product is linear in the first variable. For every in the continuous dual , there is a unique such that
Moreover, . Consequently the map
is a conjugate-linear isometric bijection in the complex case and a linear isometric bijection in the real case. This identification depends on the inner product, not only on the normed-space structure.
Proof idea
If , its kernel is a closed hyperplane. Choose a nonzero vector orthogonal to ; decomposing each into its kernel component and its component along produces the representing vector after a scalar normalization. Cauchy--Schwarz gives continuity and the norm identity, while nondegeneracy gives uniqueness Conway, Chapter II, §2.
Consequences
The theorem converts statements about continuous functionals into Hilbert-space geometry. It yields orthogonal projection onto closed subspaces, identifies weak convergence with convergence of all inner products against fixed vectors, and permits the adjoint of a bounded operator to be defined by representing the functional .
Conventions and scope
References
- John B. Conway, A Course in Functional Analysis, 2nd ed., Springer, 1990. DOI record. Relevant: Chapter II, §2 on the Riesz representation theorem.
- Walter Rudin, Functional Analysis, 2nd ed., McGraw--Hill, 1991. WorldCat record. Relevant: Chapter 4 on Hilbert spaces and continuous linear functionals.