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Riesz Potentials and the Hardy–Littlewood–Sobolev Inequality: Examples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Areas of Elementary Plane Figures
- Binary Operations, Monoids, Groups and Subgroups
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Improper Integrals
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lebesgue Measure on Euclidean Space
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal Subgroups and Quotient Groups
- Order, Zorn's Lemma, and the Axiom of Choice
- Outer Measure and the Caratheodory Extension Theorem
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Relations, Functions, and Quotients
- Riesz Potentials and the Hardy–Littlewood–Sobolev Inequality
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sigma Algebras and Borel Sets
- Simple Field Extensions and the Construction of the Complex Numbers
- Smooth Partitions of Unity and Exhaustions
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Derivative and the Mean Value Theorems
- The Exponential Function
- The Inverse and Implicit Function Theorems
- The Inverse Function Theorem Completed
- The Lebesgue and Riemann Integrals Compared
- The Lebesgue Integral and the Convergence Theorems
- The Logarithm and General Powers
- The Lᵖ Spaces Holder Minkowski and Riesz Fischer
- The Maximal Function and Lebesgue Differentiation
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
These examples test the sharpness of the strict-range theory of the companion page, in the same unit normalization and complex-scalar conventions and with Countable Choice declared on each item.
The dilation example shows that the exponent relation is forced by homogeneity alone: if a uniform bound held on all complex smooth compactly supported functions, then applying it to the dilates of a nonzero nonnegative bump and comparing the scalings and would force . The strict theorem is not used as a premise there.
The two counterexamples show that neither endpoint can be added to the strong theorem. Normalized ball densities have unit norm, are approximate point masses, and their potentials obey outside ; raising this to produces the divergent radial tail , so no strong estimate holds. At the critical exponent , the logarithmically corrected radial function on belongs to , while its potential diverges at the origin and is essentially unbounded on every neighbourhood of it, so no raw bound holds. The endpoint remark on the companion page records the weak-type and mean-oscillation substitutes without proving them.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
Dilation determines the Riesz-potential target exponent
Example
Assume the Axiom of Countable Choice. Fix and . Suppose that for some exponents there is a constant with for every complex , where is the unit Riesz potential of Riesz potential of order alpha. Then necessarily For a nonnegative nonzero test function and its dilates , , the two norms scale as and , so applying the same bound at every scale forces the exponent identity. The strict-range Hardy-Littlewood-Sobolev theorem of this pair is not used: only a hypothetical uniform bound and the homogeneity of the kernel are used.
Facts & Assumptions
Given: Countable Choice, , , exponents , and the hypothesis that holds for every complex with a constant independent of .
For measurable complex , is defined at exactly those where , with for and . Changing the assigned value at the diagonal point does not affect the integral. (Riesz potential of order alpha)
Complex classes and their norms for , the conventions for complex , and the fact that and composed with give again a function of the same class. (Complex Lp classes and Euclidean test-function conventions)
For and there is a smooth with on and . (A smooth bump between concentric Euclidean balls)
Under Countable Choice a diffeomorphism satisfies for every nonnegative Lebesgue measurable ; the maps and are diffeomorphisms of with determinants and . (A C^1 diffeomorphism satisfies the change-of-variables formula for nonnegative Lebesgue measurable functions, Euclidean maps and diffeomorphisms, The determinant of a triangular matrix is the product of its diagonal entries)
Polar coordinates express radial integrals against Lebesgue measure, with finite nonzero surface factor: for every nonnegative Borel , , and . (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Euclidean balls have positive finite Lebesgue measure)
The nonnegative Lebesgue integral is monotone and homogeneous for nonnegative scalars; the integral of the indicator of a measurable set is its measure; a nonnegative measurable function has integral zero if and only if it vanishes almost everywhere. (Monotonicity and nonnegative homogeneity of the nonnegative integral, Integral over a measurable subset, The integral of a nonnegative simple function, A nonnegative measurable function has integral exactly when it vanishes almost everywhere)
For and , and , and under the definition with the natural logarithm. (Real powers for positive bases, with the zero-base positive-exponent convention, The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents, The natural logarithm as the inverse of the exponential function)
Continuous functions and smooth functions on Euclidean space are Borel measurable, hence Lebesgue measurable. (Continuous functions on Euclidean spaces are Borel measurable, Borel measurable and Lebesgue measurable functions on )
Countable Choice is the choice principle assumed by the change-of-variables and polar interfaces used here. (The Axiom of Countable Choice ())
Verification
The bump. By [F3] choose and a smooth with on and support in ; then is real, nonnegative and nonzero, and it is Lebesgue measurable by [F8].
The norm of the bump is finite and positive. Since and vanishes off the measurable ball , monotonicity and the scalar rule of [F6] together with give . For the lower bound, on , so again by [F6] . Hence .
The potential of the bump is finite and strictly positive everywhere. Fix and put , so that . As vanishes off and , monotonicity in [F6], the change-of-variables formula [F4] applied to the substitution (determinant ) and the polar formula [F5] give In particular is defined by [F1]. On the other hand, for every one has , so . The omitted singleton has Lebesgue measure zero, and changing the assigned diagonal value does not affect the integral by [F1]. Since on , [F6] and [F5] give where positivity of the ball measure is [F5]. Thus and for every .
Positivity and finiteness of the target norm. The hypothesis applied to gives , and since everywhere by step 2.2 the function is nonnegative and strictly positive on the ball of positive measure; if were zero then [F6] would make vanish almost everywhere, contradicting strict positivity on a set of positive measure. Hence .
The scaling identities. For define ; it is again a complex smooth compactly supported function, and is finite everywhere by the computation of step 2.2 applied to the support of . The change-of-variables formula [F4] applied to the linear map , whose determinant is and whose inverse is , gives that is . For the potential, the same substitution in the defining integral and the homogeneity give so applying [F4] once more yields .
The scale inequality. The hypothesis applied to the legitimate test function gives ; substituting step 4.1, Dividing the positive quantities by , which is finite and nonzero by step 3.1, and multiplying by gives
The exponent vanishes. Suppose . Then and , so is a positive real number; by the real-power laws [F7] applied with , and , contradicting for every as established in step 5.1. Therefore , which is precisely , equivalently .
Conclusion. A uniform bound over the complex smooth compactly supported functions forces ; the argument uses only the homogeneity of the kernel, a nonzero nonnegative bump, and the exact dilation identities, so the strict-range Hardy-Littlewood-Sobolev theorem is not a premise of this necessity statement. Countable Choice enters only through the change-of-variables and polar interfaces [F4], [F5] and [F9].
Strong fractional integration fails at p equal to one
Statement refuted
Assume the Axiom of Countable Choice. Let , and put . For every the normalized ball function has and is an approximate point mass as ; its Riesz potential of Riesz potential of order alpha satisfies for every with , and consequently . Thus the strong endpoint estimate is false: no constant can satisfy for all .
Fix . The normalized ball density is nonnegative and measurable, supported on the ball , which has positive finite measure; its integral is one. For with and one has , and since the kernel exponent is negative, . Integrating this lower bound against the probability density gives the claimed pointwise lower bound. Raising it to the power turns the radial factor into , and the polar decomposition of Lebesgue measure shows that ; hence has infinite norm. The approximate-point-mass clause is the standard normalized-ball computation against continuous compactly supported tests.
Facts & Assumptions
Given: Countable Choice, , , , and an arbitrary .
The unit Riesz potential is , with for , at every point where the absolute integral is finite. (Riesz potential of order alpha)
Complex classes for finite , the modulus and its powers, the conventions for complex and , and the componentwise complex integral. (Complex Lp classes and Euclidean test-function conventions)
Every Euclidean ball is Lebesgue measurable with . (Euclidean balls have positive finite Lebesgue measure)
Under Countable Choice, polar coordinates give for every nonnegative Borel , with a finite Borel measure on the unit sphere. (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma)
Every half-open interval is Lebesgue measurable with measure . The nonnegative Lebesgue integral agrees with the simple integral, so for . (A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included, The nonnegative integral agrees with the simple integral on simple functions, The integral of a nonnegative simple function)
The integral over a measurable set is the integral of the product with its indicator; the nonnegative Lebesgue integral is monotone, homogeneous for nonnegative scalars, and additive. (Integral over a measurable subset, Monotonicity and nonnegative homogeneity of the nonnegative integral, Additivity of the nonnegative Lebesgue integral)
For integrable complex functions the integral is linear and satisfies . (The Lebesgue integral is linear on , The modulus of an integral is bounded by the integral of the modulus)
Countable Choice is the choice principle assumed by the polar and measure interfaces used here. (The Axiom of Countable Choice ())
Counterexample
The density and its norm. By [F3] the ball is measurable with , so is a well-defined nonnegative measurable function with integrable and in particular and .
The pointwise lower bound. Fix with . For every the triangle inequality for the Euclidean norm gives ; since , raising the positive numbers to the negative power reverses the inequality and As and , monotonicity and the scalar rule of [F6] applied to the definition [F1] give the pointwise absolute convergence being a consequence of the same finite upper bound since on the support for the upper estimate.
Computation of the tail. The function is nonnegative and Borel, so polar coordinates [F4] give To see that the radial Lebesgue integral is infinite, set and for . These disjoint intervals partition ; on , and by [F5]. Thus each , using [F5] and [F6]. Finite additivity and monotonicity imply for every positive integer , so it is infinite. Finally : applying [F4] to gives , and [F3] makes the ball measure positive and finite. Hence .
The far tail diverges. Since we have , so on the measurable set the lower bound of step 1.2 gives . If belonged to , then applicability of [F6] to the nonnegative functions and would give
Approximate point mass. Let be continuous and compactly supported, and fix . Continuity of at the origin gives with whenever . For every linearity of the integral [F7] together with the normalization gives and the triangle inequality [F7] and monotonicity of the nonnegative integral [F6] bound its modulus by . Hence as : the normalized balls converge to the point mass at the origin against continuous compactly supported tests.
No strong endpoint estimate. Steps 2.1 and 1.3 are contradictory: if then , but that integral equals . Hence for every . Since by step 1.1, no constant satisfies for all in : the family alone refutes the estimate.
Conclusion. The normalized ball density has unit norm, is an approximate point mass, and its potential has the radial lower bound outside , whose -th power is a nonzero multiple of the divergent tail ; therefore the strong endpoint fails. The argument exhibits the failure at fixed without any limit or Fatou step, and no endpoint case is silently substituted into the strict-range theorem. Countable Choice is used only through the polar and measure interfaces [F3]-[F5] and [F8].
The critical Riesz potential can diverge and be essentially unbounded
Statement refuted
Assume the Axiom of Countable Choice. Let , and . Define and Then belongs to , while the defining absolute integral of the Riesz potential of Riesz potential of order alpha diverges at the origin, in the sense that the defining absolute integral is infinite there, and is not essentially bounded: for every threshold and some the superlevel set contains the punctured ball , which has positive Lebesgue measure. Hence the raw Riesz integral is not a bounded map from to , and the critical exponent cannot be added to the strict-range strong theorem.
The function is nonnegative and finite-valued: it vanishes at the origin and off the punctured ball of radius , and on it is the continuous radial expression , which is positive there. Polar integration converts its integral into the half-line integral , finite exactly because ; for the origin integral, polar coordinates and the Lebesgue change of variables give the integral of u^-1 over [2,infinity), which diverges because each half-open dyadic interval [2^j,2^(j+1)), j>=1, contributes at least 1/2. Finally, on the annulus the kernel obeys , so the potential at is bounded below by a positive constant times , which tends to infinity as ; every sufficiently small punctured ball is therefore a superlevel set, and punctured balls have positive measure.
Facts & Assumptions
Given: Countable Choice, , , , and the function displayed in the statement.
The unit Riesz potential is , with for , at every point where the absolute integral is finite; where the defining absolute integral is infinite no finite value is assigned. (Riesz potential of order alpha)
Complex classes for finite , their norms, the modulus of a complex measurable function, and the convention that finite-valued complex functions are integrated componentwise. (Complex Lp classes and Euclidean test-function conventions)
Under Countable Choice, for every nonnegative Borel , with a finite Borel measure, and . (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Euclidean balls have positive finite Lebesgue measure)
The improper -test for rational exponents: converges exactly when ; in particular diverges. Comparison: if eventually at a singular end and converges, then converges. Substitution: a monotone differentiable surjection between intervals, with locally integrable derivative and proper change-of-variable hypotheses on compact truncations, transports convergence and the value of an improper integral, with orientation retained for decreasing parametrizations. A nonnegative improper Riemann integral on a half-line that converges agrees with the Lebesgue integral. (The improper -test for rational exponents, Comparison tests for improper integrals, Change of variable in an improper integral, A nonnegative improper Riemann integral on a half-line agrees with the Lebesgue integral)
For , , so for every . (The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t)
The integral over a measurable set is the integral of the product with its indicator; the nonnegative Lebesgue integral is monotone and homogeneous for nonnegative scalars. (Integral over a measurable subset, Monotonicity and nonnegative homogeneity of the nonnegative integral)
Continuous real functions on Euclidean space are Borel measurable; sums, products, scalar multiples and absolute values of Borel measurable real functions are Borel measurable; a function that agrees on an open set with a continuous function and is constant on the complementary closed set is Borel measurable; every Borel subset of Euclidean space is Lebesgue measurable. (Continuous functions on Euclidean spaces are Borel measurable, Arithmetic and lattice operations preserve measurability whenever they are defined, Assuming countable choice, every Borel subset of is Lebesgue measurable, Borel measurable and Lebesgue measurable functions on )
Countable Choice is the choice principle assumed by the polar and measure interfaces used here. (The Axiom of Countable Choice ())
For a diffeomorphism between open Euclidean sets and nonnegative Lebesgue-measurable , . In particular is a diffeomorphism with absolute Jacobian , and maps diffeomorphically onto with : its inverse is by the definition of , while the logarithm and exponential are . (The natural logarithm as the inverse of the exponential function, The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t, The exponential function is smooth and ) (A C^1 diffeomorphism satisfies the change-of-variables formula for nonnegative Lebesgue measurable functions, Euclidean maps and diffeomorphisms, The determinant of a triangular matrix is the product of its diagonal entries)
Every half-open interval is Lebesgue measurable with measure ; the integral of a nonnegative simple function equals its simple integral; and the nonnegative Lebesgue integral is additive, monotone, and homogeneous for nonnegative scalars. (A box in with parameters is Lebesgue measurable of measure , whichever of its faces are included, The nonnegative integral agrees with the simple integral on simple functions, The integral of a nonnegative simple function, Additivity of the nonnegative Lebesgue integral, Integral over a measurable subset, Monotonicity and nonnegative homogeneity of the nonnegative integral)
Counterexample
Measurability and nonnegativity. On the open set the function is continuous and positive, since and the logarithm are continuous and for ; on the closed complement the function is the constant . By [F7] the function is Borel and Lebesgue measurable, nonnegative, and finite-valued, with .
Substitution for the radial profiles. The map is a decreasing diffeomorphism from onto , with . Applying [F9] to the nonnegative function gives, for every real , the equality of extended nonnegative Lebesgue integrals Here at the limiting endpoint.
Absolute convergence at every nonzero point. Fix . Since for , the function satisfies on its support, so there. On the measurable set one has , so , and [F9] applied to the change of variables together with the polar formula [F3] gives because . On the complementary set, gives , and [F3] gives because . The two regions together cover the support of , so the defining absolute integral of at is finite: is defined by [F1] at every .
Divergence at the origin. At the absolute integrand is on , a nonnegative Borel radial function. Polar coordinates [F3] and Lebesgue change of variables [F9] with give For and , one has on and by [F10], so . Additivity and monotonicity in [F10] show the integral over is at least for every positive integer , hence it is infinite. Since by [F3], the defining absolute integral diverges and no finite value of is assigned by [F1].
The function lies in . Since , the nonnegative Borel function is radial with profile on and elsewhere, so [F3] and step 1.2 give Choose a rational with , possible because ; then for , and converges by [F4], so the comparison principle of [F4] makes converge. Its value is finite and is finite by [F3], so .
Lower bound on a punctured annulus. Let and suppose satisfies . Then , so the triangle inequality gives ; because , raising the positive quantities to the power reverses the inequality and Step 1.3 makes the defining integral at absolutely convergent, so integrating this lower bound against the nonnegative function on the measurable annulus and using monotonicity and the scalar rule of [F6] is legitimate and gives
Evaluation of the annular integral. The integrand in step 2.2 is a nonnegative Borel radial function equal to in the radial variable, so [F3] and step 1.2 give The upper limit exceeds because , so [F5] evaluates the last integral as , and the lower bound of step 2.2 reads
Essential unboundedness. Fix . Since as and by [F3], there is with . Step 3.1 then gives for every with , so the superlevel set contains the punctured ball . That punctured ball contains the annulus , a Borel set whose measure is positive by [F3]; at the defining absolute integral is by step 1.4, so is not assigned a finite value. Hence is not a null set for any , and no constant can bound almost everywhere.
Conclusion. Steps 2.1, 1.4 and 4.1 exhibit a function whose Riesz integral diverges at the origin and whose finite values are essentially unbounded on every neighbourhood of the origin, so the critical case admits neither a finite raw potential at every point nor a bounded estimate. This shows the necessity of the strict range in the strong theorem of this pair. Countable Choice is used only through the polar, measure, and Lebesgue change-of-variables interfaces [F3]-[F4] and [F8]-[F10]; no other choice principle is invoked.
Sources
- Eleonor Harboure, Spaces of Smooth Functions, remark following Theorem 1, printed p. 2
- Larry Guth, Hardy–Littlewood–Sobolev Inequality, Proposition 0.1, printed p. 1
- Eleonor Harboure, Spaces of Smooth Functions, Theorem 3 and following remark, printed p. 5
- Eleonor Harboure, Spaces of Smooth Functions, critical radial example, printed p. 5