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The distributional gradient of a locally integrable function smooth off one point
Statement
Assume the Axiom of Countable Choice () for the Lebesgue and product-measure interfaces (The Axiom of Countable Choice ()). Use the explicit one-based labels for ; here denotes differentiation in , corresponding to in the zero-based supplier convention of Directional derivatives and partial derivatives of a map . Let , let , and let be continuous on and of class there, with each classical partial derivative (extended by at ) again in (A locally integrable function on ). Then for every , with the regular distribution of (Regular distribution from a locally integrable function, Locally integrable functions embed in distributions) and the distributional derivative (Distributional derivative), that is, for every (Test function space d of an open set). The value assigned to at the single point is immaterial, because a singleton is Lebesgue null (A box with a degenerate side is Lebesgue null, and so is every coordinate hyperplane in , A nonnegative integral over a null set vanishes, Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree). Both hypotheses are used: must be locally integrable and continuous away from , and each classical partial must be locally integrable; the lemma is asserted for one exceptional point, not for an exceptional set of positive surface measure.
Facts & Assumptions
Given: The Axiom of Countable Choice, , , and a function that is continuous on and there, with every classical partial (extended by at ) in . Fix an index and a test function .
For the regular distribution is , and the embedding is complex-linear and injective modulo almost-everywhere equality (Regular distribution from a locally integrable function, Locally integrable functions embed in distributions).
The distributional derivative is defined by , and the pairing is bilinear with no conjugation (Distributional derivative).
The test space consists of smooth compactly supported functions; each such is bounded and its support is a compact subset of (Test function space d of an open set, Euclidean maps and diffeomorphisms).
A singleton is Lebesgue null, the integral over a measurable null set vanishes, and changing an integrand on a null set does not change its integral or its class (A box with a degenerate side is Lebesgue null, and so is every coordinate hyperplane in , A nonnegative integral over a null set vanishes, Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree, Measure-null sets and almost-everywhere statements relative to a measure).
Measurable real functions are closed under pointwise-defined sums, scalar multiples and absolute values; a nonnegative measurable function may be restricted by a measurable-set indicator, and increasing limits are measurable (Closure properties of measurable functions used by the integral). Integrability means finiteness of the integral of the absolute value, and the nonnegative integral is monotone and homogeneous (Integral over a measurable subset, Integrable real and complex functions, and their integrals, Monotonicity and nonnegative homogeneity of the nonnegative integral). Measurability of the particular products in this proof is established locally in step 1.1.
means that is measurable and for every Euclidean ball (A locally integrable function on , Open ball, closed ball and sphere in a metric space); the Lebesgue and product-measure interfaces used below carry the declared Countable Choice (The Axiom of Countable Choice ()).
Under the standard identification , the Borel sigma-algebras satisfy , and is the completion of the product measure (The Borel product of R^m and R^n is the Borel sigma-algebra of R^{m+n}, The Euclidean Lebesgue measure is the completion of the product of the factor Lebesgue measures).
Fubini and Tonelli hold for the completed product of two sigma-finite measure spaces: for the sections are integrable almost everywhere and the repeated integrals agree with the integral against (Tonelli and Fubini for the completed product, with only almost-everywhere section measurability).
A coordinate permutation of is a linear isometry for the Euclidean norm, hence an orthogonal operator, and every orthogonal operator has ; for a diffeomorphism and , (Linear map between vector spaces over the same field, The Euclidean inner product on , Linear isometries, and orthogonal or unitary operators on finite-dimensional inner product spaces, Orthogonal and unitary operators form groups, and their determinants have modulus one, A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions).
Integration by parts holds on a compact interval for functions differentiable at every point whose derivatives are integrable, continuous functions on a compact interval are Darboux integrable, and a bounded Borel Riemann integrable function on a box has equal Riemann and Lebesgue integrals (If are differentiable on with integrable, then , A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion, Riemann–Lebesgue comparison for distribution test integrands).
The classical partial derivative is the derivative of the one-variable function obtained by freezing all other coordinates (Directional derivatives and partial derivatives of a map ).
Proof
Set and on . By [F4] replace and each at by without changing their local integrability classes or integrals. On these functions, and the real and imaginary parts of , are continuous. For any one of these real functions extended by at and every real , the set is open in , hence open in ; the full superlevel set is this open set with added when . It is therefore Borel, so the real and imaginary parts of are Borel measurable. Choose a ball containing the compact support of and its derivatives. On it and , and both products vanish outside it; monotonicity and homogeneity yield .
Let be the coordinate permutation moving the -th coordinate to the last position, . Then , so is a linear isometry, hence an orthogonal operator with ([F9]); is a diffeomorphism of onto itself. Applying the change-of-variables identity of [F9] to and to , and using , gives The compositions and are Borel and in because and likewise for .
Identify with by the standard ordering, so that a point with last coordinate and remaining coordinates is written ; the permutation of step 2.1 then satisfies where lists the coordinates other than the -th. Define and , where is the point with -th coordinate and remaining coordinates . Then and under the identification, so step 2.1 reads and ; by [F7] and [F8] these equal the repeated integrals and , the inner sections being integrable for almost every .
Fix such that the line does not pass through ; the excluded set of is the single point listing the coordinates of other than , which is a degenerate box and hence -null ([F4]). For such , the map is on with derivative ([F11]), and is smooth with compact support ([F3]). Choose with the support of contained in . Then is differentiable at every point of with continuous derivative there, so is integrable in the Darboux sense ([F10]); applying the real integration-by-parts formula of [F10] to the real and imaginary parts of both factors on , combining the resulting identities bilinearly and using that the boundary terms vanish gives where the Darboux integrals have been replaced by the equal Lebesgue integrals of the continuous compactly supported integrands ([F10]).
The equality of step 4.1 holds for every outside the null set ([F4]), hence almost everywhere, and the section functions are integrable there by step 3.1. Integrating the identity over and using the linearity of the integral gives . Therefore, by [F1] and [F2], Since was arbitrary, in , as claimed.
Depends on
The Axiom of Countable Choice ()
A locally integrable function on
Regular distribution from a locally integrable function
Locally integrable functions embed in distributions
Distributional derivative
Test function space d of an open set
A box with a degenerate side is Lebesgue null, and so is every coordinate hyperplane in
A nonnegative integral over a null set vanishes
Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree
Euclidean maps and diffeomorphisms
Measure-null sets and almost-everywhere statements relative to a measure
Closure properties of measurable functions used by the integral
Integral over a measurable subset
Integrable real and complex functions, and their integrals
Monotonicity and nonnegative homogeneity of the nonnegative integral
Open ball, closed ball and sphere in a metric space
The Borel product of R^m and R^n is the Borel sigma-algebra of R^{m+n}
The Euclidean Lebesgue measure is the completion of the product of the factor Lebesgue measures
Tonelli and Fubini for the completed product, with only almost-everywhere section measurability
Linear map between vector spaces over the same field
The Euclidean inner product on
Linear isometries, and orthogonal or unitary operators on finite-dimensional inner product spaces
Orthogonal and unitary operators form groups, and their determinants have modulus one
A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions
If are differentiable on with integrable, then
A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion
Riemann–Lebesgue comparison for distribution test integrands
Directional derivatives and partial derivatives of a map
Dependency tree · 2 levels
Sources
- David Tong, Electromagnetism, University of Cambridge Part II Mathematical Tripos lecture notes (2026 printing, 236 pp.)
- Weng Cho Chew, Lectures on Electromagnetic Field Theory (Purdue University, Fall 2020, 497 pp.)
- David J. Griffiths, Introduction to Electrodynamics, 3rd edition (Prentice Hall 1999, 596 pp.; full scanned text)
- L. D. Landau and E. M. Lifshitz, The Classical Theory of Fields, 3rd revised English edition (Pergamon 1971, 387 pp.; full text)