How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
is a Hilbert space under the derivative-sum inner product
Statement
Assume the Axiom of Choice, used to invoke the published completeness through the Banach-space theorem for . Let be open, , let , and let . On , with , define In the real case the conjugation is the identity, so the summand is .
Then this formula is representative-independent and finite and defines an inner product on the real or complex vector space that is linear in the first variable, conjugate-linear and conjugate-symmetric in the second (symmetric in the real case) and positive definite. Its induced norm is exactly the displayed norm of Integer-order Sobolev spaces and their norms, and consequently is a Hilbert space over .
Both scalar fields are treated, the order is included, and gives the zero space. The Axiom of Choice is spent only through the completeness interface of Integer-order Sobolev spaces are Banach and through the Countable-Choice conventions of the notation The notation and the reserved zero-boundary symbol; the finite enumeration of and the finitely many representative selections below are choice-free.
Facts & Assumptions
Given: The Axiom of Choice; an open with ; ; a scalar field ; and classes .
, the elements are the same almost-everywhere classes, and their weak derivatives and norm are exactly those already defined for (The notation and the reserved zero-boundary symbol).
consists of the classes such that, for every , there is an class with locally integrable representative satisfying the weak test identity; each such derivative determines one class (Integer-order Sobolev spaces and their norms).
is finite and nonempty: every coordinate of a multi-index in it lies in , and it contains the zero multi-index (Integer-order Sobolev spaces and their norms).
For the zero multi-index , and , so (Integer-order Sobolev spaces and their norms).
The displayed norm is the finite- root of the sum of the -th powers of the derivative norms for , and the maximum of those norms for (Integer-order Sobolev spaces and their norms).
On every measure space the pairing on complex is representative-independent, linear in the first variable, conjugate-linear in the second, conjugate symmetric and positive definite, with . For each finite the same conclusions hold on tuples , with and (The complex pairing is well-defined and satisfies Cauchy–Schwarz).
Under the Axiom of Choice, with the displayed norm is a complete normed space over ; in particular it is a -vector space (Integer-order Sobolev spaces are Banach).
An inner product on an -vector space , , is a function that is linear in the first argument, satisfies , and has real nonnegative and exactly for (Real and complex inner product spaces, with the inner product linear in the first argument).
The induced length of an inner-product space is , the inner-product norm of the space (Real and complex inner-product spaces and their induced length).
A real (respectively complex) Hilbert space is a real (respectively complex) inner-product space whose induced-length metric is complete: every Cauchy sequence for converges in the space (Hilbert space).
Holder's inequality holds for conjugate exponents; for measurable real with satisfy (Holder's inequality for integrals, including the endpoint cases).
The Lebesgue integral is complex-linear on , so for scalars and integrable (The Lebesgue integral is linear on ).
If are equal almost everywhere, then for every measurable , in particular for (Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree).
For a measurable , if and only if almost everywhere (A nonnegative measurable function has integral exactly when it vanishes almost everywhere).
For measurable real and , , with value allowed when the integral is infinite (The function space for ).
For , the rule is well defined on the quotient classes , so the norm of a class is the seminorm of any representative (The norm descends to the quotient and makes a normed space for ).
In ZF, the Axiom of Choice implies Countable Choice (AC supplies the countable and dependent choices used in Banach integration).
The Axiom of Choice is the assertion that every family of nonempty sets has a choice function (The Axiom of Choice).
Under Countable Choice, weak differentiation is complex-linear wherever the derivatives exist: if weakly for and , then weakly (Linearity, locality, and commutation of weak derivatives).
Proof
By [F17] the given Axiom of Choice [F18] yields Countable Choice, so the Countable-Choice conventions under which [F1], [F2] and [F19] are stated are in force. Hence the notation of [F1] is available; by [F2] every class of lies in and each , , is again an class; by [F3] the index set is finite and nonempty, so it can be enumerated as with ; by [F4] ; by [F5] the displayed norm is the square root of ; and by [F7] with that norm is a complete normed space over , in particular a -vector space.
Assume first that . Applying the finite-tuple clause of [F6] to the tuple and gives that is representative-independent and finite, is linear in the first tuple slot, is conjugate-linear in the second, is conjugate-symmetric, and is positive definite, with . If and , then [F19] applied coordinatewise gives weakly for every ; the right-hand side lies in , so it is the same class as by [F2], and the tuple slot is complex-linear in the class. Therefore is linear in the first variable and conjugate-linear in the second as a function on , and forces for every by the positivity in [F6], in particular by [F4]. By the axiom list [F8] the pairing is an inner product on the complex vector space of step 1.1, with .
Assume now that . For each choose a measurable real representative of the class and of the class ; this is a selection from finitely many nonempty sets, so it needs no choice principle. By [F11] with each product is integrable, and by [F13] the number depends only on the two almost-everywhere classes. Setting therefore defines a finite, representative-independent pairing. If and with representatives of , then [F19] makes a representative of , and [F12] yields and likewise in the second variable; also . Hence is bilinear and symmetric on . Since the are real, [F15] and [F16] give , so ; if this is , then every vanishes almost everywhere by [F14], in particular by [F4], while plainly gives . By [F8] the pairing is an inner product on the real vector space of step 1.1.
In the complex case, [F9] says that the norm induced by the inner product of step 2.1 is , which by [F5] is exactly the displayed norm of for . By [F7] with the space is complete for that displayed norm, so the induced-length metric of is complete, and [F10] makes a complex Hilbert space.
In the real case the same computation with step 2.2 gives equal to the displayed norm by [F5], and [F7] with plus [F10] make a real Hilbert space.
Combining steps 2.1 and 2.2, the single displayed formula defines an inner product on , linear in the first variable, for each of the two scalar fields, and steps 3.1 and 3.2 identify its induced norm with the displayed norm and its induced-length metric as complete; hence is a Hilbert space over in the sense of [F10]. At the sum has the single term , so the pairing is the pairing , the norm identity is the case of [F4] and [F5], and the completeness assertion is the , case of [F7]; at all finitely many summands are present. If , then by [F1] and [F4] the only class is zero and every summand vanishes, so is a Hilbert space. The only choice principle used is the given Axiom of Choice [F18], spent through Countable Choice obtained in step 1.1 by [F17] and through the completeness interface [F7]; the enumeration of [F3] and the representative selections in step 2.2 are finite and choice-free, and no representative selection for infinitely many classes occurs.
Sources
- John K. Hunter, Notes on Partial Differential Equations, Chapter 3 §3.5, Definition 3.23, printed p. 59 (PDF p. 63): Hunter introduces as notation for the integer-order Sobolev space.
- Haim Brezis, Functional Analysis, Sobolev Spaces and Partial Differential Equations, Chapter 9 §9.1 (n-dimensional case; Chapter 8 §8.2 is the one-dimensional case): the Sobolev spaces are defined through weak derivatives and shown to be Banach spaces under the displayed norm; for the pairing is the standard inner product making a Hilbert space. The present item assembles that standard argument from the two published interfaces cited in the Facts block rather than importing it as a black box.
- The complex pairing interface is The complex pairing is well-defined and satisfies Cauchy–Schwarz; the completeness interface is Integer-order Sobolev spaces are Banach; the complete normed space is made a Hilbert space by Hilbert space.
Depends on
- The notation $H^k$ and the reserved zero-boundary symbol
- Integer-order Sobolev spaces and their norms
- Linearity, locality, and commutation of weak derivatives
- The complex $L^2$ pairing is well-defined and satisfies Cauchy–Schwarz
- Integer-order Sobolev spaces are Banach
- Real and complex inner product spaces, with the inner product linear in the first argument
- Real and complex inner-product spaces and their induced length
- Hilbert space
- Holder's inequality for integrals, including the endpoint cases
- The Lebesgue integral is linear on $L^1(\mu)$
- Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree
- A nonnegative measurable function has integral $0$ exactly when it vanishes almost everywhere
- The function space $\mathcal{L}^p(\mu)$ for $0 < p < \infty$
- The $L^p$ norm descends to the quotient and makes $L^p$ a normed space for $1 \le p \le \infty$
- AC supplies the countable and dependent choices used in Banach integration
- The Axiom of Choice
Used by
Nothing in the library uses this result yet.
Dependency tree · two levels
61 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- John K. Hunter, Notes on Partial Differential Equations (2014), Chapter 3 §3.5 (standard reference, not scraped)
- Haim Brezis, Functional Analysis, Sobolev Spaces and Partial Differential Equations (2011), Chapter 9 §9.1 (standard reference, not scraped)