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LemmaStatement: AI-adaptedProof: AI-adaptedPipeline-generatedjudge pass (gpt-5.6-terra)audited 2026-09-22
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L2 with the integral pairing is a Hilbert space

Statement

Assume the Axiom of Countable Choice (The Axiom of Countable Choice (ACω)). Let (X,A,μ) be a measure space and let L2(μ) be the quotient of L2(μ) by the almost-everywhere zero functions (The space Lp(μ) as the quotient by null functions), with the quotient norm ∥⋅∥2 (The Lp norm descends to the quotient and makes Lp a normed space for 1≤p≤∞).

  1. On real L2(μ) the formula ⟨f,g⟩:=∫fg dμis a well-defined inner product, linear in both variables, positive definite, with ⟨f,f⟩=∥f∥22; with it L2(μ) is a real Hilbert space (Hilbert space). 2. On complex L2(μ;C) the formula⟨f,g⟩:=∫fg‾ dμ is a well-defined inner product, linear in the first variable and conjugate-linear in the second, positive definite, with ⟨f,f⟩=∥f∥22; with it L2(μ;C) is a complex Hilbert space (Complex Lp classes and Euclidean test-function conventions).

In both cases the inner product induces exactly the established quotient L2 norm.

Facts & Assumptions

[A1]

For f,g∈L2(μ) one has ∫∣fg∣ dμ≤∥f∥2∥g∥2<+∞, so fg∈L1(μ); the integral is unchanged when a representative is replaced by an almost-everywhere equal one, and it is linear on L1 (Cauchy-Schwarz inequality for L2, Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree, The Lebesgue integral is linear on L1(μ)).

[A2]

L2(μ) is complete for ∥⋅∥2, and ∥⋅∥2 is a norm on the quotient, so the quotient metrics are the ones in which completeness is asserted (Riesz-Fischer completeness of Lp for 1≤p≤∞, The Lp norm descends to the quotient and makes Lp a normed space for 1≤p≤∞).

[A3]

For a nonnegative measurable h, ∫h dμ=0 if and only if h=0 almost everywhere; consequently ⟨f,f⟩=0 forces f=0 in L2(μ) (A nonnegative measurable function has integral 0 exactly when it vanishes almost everywhere).

[A4]

On complex L2 the pairing ∫fg‾ is representative-independent, linear in the first variable, conjugate-linear in the second, conjugate symmetric, positive definite, satisfies ⟨f,f⟩=∥f∥22 and Cauchy–Schwarz, and complex L2 is complete (Complex completeness, density, and inner product: the consumer interface).

[A5]

An inner product is linear in the first variable, conjugate symmetric and positive definite, and induces the norm ∥v∥=⟨v,v⟩ (Real and complex inner-product spaces and their induced length).

Proof

technique · direct

Given: Countable Choice and a measure space (X,A,μ).

1.1A1

Real case: the pairing. For f,g∈L2(μ) the product fg is integrable by [A1], so ∫fg dμ is defined and depends only on the classes of f and g by [A1]; the assignment is bilinear by linearity of the integral on L1 and symmetric because multiplication of real functions is commutative.

1.2A4A5

Complex case. The published complex interface [A4] states that on complex L2 the pairing ∫fg‾ is representative-independent, linear in the first variable, conjugate-linear in the second, conjugate symmetric and positive definite with ⟨f,f⟩=∥f∥22, and that complex L2 is complete for ∥⋅∥2; hence complex L2(μ;C) is a complex Hilbert space for that pairing, with the established quotient norm.

2.1step 1.1A2A3A5

The real pairing is positive definite: ⟨f,f⟩=∫f2 dμ≥0 vanishes exactly when f2=0 almost everywhere, that is exactly when f represents the zero class, by [A3]; moreover ⟨f,f⟩=∫f2 dμ=∥f∥22 because the L2 norm is the square root of ∫∣f∣2 and f2=∣f∣2 for real f. Hence the real pairing is an inner product inducing the quotient norm.

3.1step 2.1A2A5

The real quotient is complete for that norm by [A2], so with this inner product real L2(μ) is a real Hilbert space.

4.1step 1.2step 3.1∎

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 L2 norm.

Depends on

Dependency tree · 2 levels

Sources