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.
The distance for is a complete translation-invariant metric
Statement
Assume the Axiom of Choice. Let and let denote the set of almost-everywhere classes of functions in . Define
Then is a translation-invariant metric on , and is complete.
Facts & Assumptions
Given: The Axiom of Choice, a measure space and an exponent .
The countable instance of the Axiom of Choice selects representatives of a countable sequence of nonempty almost-everywhere equivalence classes (The Axiom of Choice).
The class notation means almost-everywhere equivalence classes of representatives (The space as the quotient by null functions).
A metric and a complete metric space are defined in Metric space: iff , symmetry, and the triangle inequality; pseudometric and ultrametric and Complete metric space: every Cauchy sequence converges in the space.
Monotone convergence, dominated convergence, and measurability of pointwise limits are available (Monotone convergence for the integral, Dominated convergence, Sequential suprema, infima, limsup, liminf, and pointwise limits of measurable functions are measurable).
Zero nonnegative integral means zero almost everywhere (A nonnegative measurable function has integral exactly when it vanishes almost everywhere).
Sums, scalar multiples, absolute values, and pointwise limits of measurable functions are measurable (Closure properties of measurable functions used by the integral).
Countable unions of measurable null sets are measurable and null (Finite and countable subadditivity of measures).
For and nonnegative reals , Indeed, if the claim is trivial. Otherwise set , , and . Then and . If , then , so because ; strict increase of the exponential and the definition of real power therefore give . The same holds for . Hence (Real powers for positive bases, with the zero-base positive-exponent convention, Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm, The exponential function is strictly increasing) [given]
Proof
If and , then and vanish almost everywhere. Outside the union of those two null sets, one has , so almost everywhere. Hence is well defined. The same union-of-null-sets argument shows that addition and scalar multiplication descend to the quotient classes, and the inequality in [L7] shows that is closed under those operations.
Symmetry of is immediate. If , then , so almost everywhere and hence . For the triangle inequality, the pointwise inequality from [L7] gives [L2, L4, L7] and integrating yields Thus [L2] makes a metric.
Let be Cauchy in . Choose by least indices a subsequence with [L3, L5, given, choose] By [A1], choose a sequence of representatives of and define Each is measurable and integrable, and [L3] gives a measurable pointwise limit with Hence almost everywhere. This is the only use of Choice in the argument.
Translation invariance is pointwise: [step 1.1]
Put , a measurable null set by step 1.3. Fix . Then , so the terms tend to . Thus for all large , and then [step 1.3, L3, L7] So the real series converges by comparison with , which makes converge to some real value . Define on . The measurable functions equal to on and zero on converge pointwise to , so [L3] and [L5] make measurable. Moreover, on by [L7], and on . Since and is integrable, , so is a valid element of . Also Integrating and using monotone convergence on the tails yields
Because is Cauchy, given choose with for , then choose with and from step 2.2. The triangle inequality from step 1.2 gives for all . Hence is complete.
Steps 1.2 and 2.1 prove that is a translation-invariant metric, and step 3.1 proves completeness.
Depends on
The Axiom of Choice
The space as the quotient by null functions
Metric space: iff , symmetry, and the triangle inequality; pseudometric and ultrametric
Complete metric space: every Cauchy sequence converges in the space
Monotone convergence for the integral
Dominated convergence
Sequential suprema, infima, limsup, liminf, and pointwise limits of measurable functions are measurable
A nonnegative measurable function has integral exactly when it vanishes almost everywhere
Closure properties of measurable functions used by the integral
Finite and countable subadditivity of measures
Real powers for positive bases, with the zero-base positive-exponent convention
Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm
The exponential function is strictly increasing