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Affine normalization isometry for profile coordinates
Statement
Assume the Axiom of Countable Choice: every sequence of nonempty sets has a choice function. For and , let , with Lebesgue measure, and let and , both formed from measurable functions modulo equality almost everywhere. The map
is a well-defined linear isometric bijection. Its inverse is
Facts & Assumptions
Given: Countable Choice, , , and the Lebesgue quotient spaces on and .
The Axiom of Countable Choice (): every sequence of nonempty sets has a choice function; the change-of-variables supplier below uses this assumption.
The space as the quotient by null functions: each element is an almost-everywhere equivalence class of measurable representatives with finite squared integral.
A C^1 diffeomorphism satisfies the change-of-variables formula for nonnegative Lebesgue measurable functions: under Countable Choice, a diffeomorphism between open Euclidean sets satisfies the change-of-variables formula for every nonnegative Lebesgue-measurable integrand.
Proof
Given: The assumptions and suppliers above.
The affine map , , is a diffeomorphism with derivative . If represent the same element of , the measurable set is null. Apply [F2] to and : , so is null. Therefore the displayed assignment is independent of representatives, and its pointwise formula is linear on representative functions.
For a representative of an element of , apply [F2] to the nonnegative function . The formula gives . The right-hand integral is finite by , so the image is in , is a well-defined linear map, and the norm is preserved.
The inverse affine map is also a diffeomorphism. The same null-set argument makes independent of the representative, and change of variables for , whose derivative is , gives . Direct substitution gives and ; hence is the inverse and is bijective.