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with the integral pairing is a Hilbert space
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let be a measure space and let be the quotient of by the almost-everywhere zero functions (The space as the quotient by null functions), with the quotient norm (The norm descends to the quotient and makes a normed space for ).
- On real the formula is a well-defined inner product, linear in both variables, positive definite, with ; with it is a real Hilbert space (Hilbert space). 2. On complex the formula is a well-defined inner product, linear in the first variable and conjugate-linear in the second, positive definite, with ; with it is a complex Hilbert space (Complex Lp classes and Euclidean test-function conventions).
In both cases the inner product induces exactly the established quotient norm.
Facts & Assumptions
For one has , so ; the integral is unchanged when a representative is replaced by an almost-everywhere equal one, and it is linear on (Cauchy-Schwarz inequality for , Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree, The Lebesgue integral is linear on ).
is complete for , and is a norm on the quotient, so the quotient metrics are the ones in which completeness is asserted (Riesz-Fischer completeness of for , The norm descends to the quotient and makes a normed space for ).
For a nonnegative measurable , if and only if almost everywhere; consequently forces in (A nonnegative measurable function has integral exactly when it vanishes almost everywhere).
On complex the pairing is representative-independent, linear in the first variable, conjugate-linear in the second, conjugate symmetric, positive definite, satisfies and Cauchy–Schwarz, and complex is complete (Complex completeness, density, and inner product: the consumer interface).
An inner product is linear in the first variable, conjugate symmetric and positive definite, and induces the norm (Real and complex inner-product spaces and their induced length).
Proof
Given: Countable Choice and a measure space .
Real case: the pairing. For the product is integrable by [A1], so is defined and depends only on the classes of and by [A1]; the assignment is bilinear by linearity of the integral on and symmetric because multiplication of real functions is commutative.
Complex case. The published complex interface [A4] states that on complex the pairing is representative-independent, linear in the first variable, conjugate-linear in the second, conjugate symmetric and positive definite with , and that complex is complete for ; hence complex is a complex Hilbert space for that pairing, with the established quotient norm.
The real pairing is positive definite: vanishes exactly when almost everywhere, that is exactly when represents the zero class, by [A3]; moreover because the norm is the square root of and for real . Hence the real pairing is an inner product inducing the quotient norm.
The real quotient is complete for that norm by [A2], so with this inner product real is a real Hilbert space.
Steps 3.1 and 1.2 establish both claims for every measure space under Countable Choice, the norm in each case being the established quotient norm.
Depends on
Hilbert space
The space as the quotient by null functions
Cauchy-Schwarz inequality for
Riesz-Fischer completeness of for
Complex Lp classes and Euclidean test-function conventions
Complex completeness, density, and inner product: the consumer interface
The Axiom of Countable Choice ()
Real and complex inner-product spaces and their induced length
Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree
The Lebesgue integral is linear on
A nonnegative measurable function has integral exactly when it vanishes almost everywhere
The norm descends to the quotient and makes a normed space for