On , a first-order Sobolev space function has a continuous representative and obeys
Bound the average by the Cauchy-Schwarz inequality and average the identity . This also gives . A unit constant with the standard Sobolev norm cannot be asserted on arbitrary interval lengths: already disproves it when .
Let be the uncentered maximal function of , defined by its averages over balls. First establish the strong estimate needed below. The uncentered maximal weak-type inequality gives the weak bound with , and plainly for bounded inputs. For , split it into its parts on and . The first part is in , since , and the second part contributes at most to the maximal function. Sublinearity therefore gives
Integrating this bound with layer cake representation and Tonelli theorem yields
This proves the strong Lp bound from weak L1 and L-infinity bounds directly. In particular is finite almost everywhere.
Now split the positive Riesz potential of at a radius . In the near region, decompose into annuli . On the th annulus,
The geometric series converges because . In the far region, Hölder's inequality, with , gives
The radial integral is finite exactly because . Combining these bounds, including the fixed Riesz normalization constant, gives
For , choose . If , every ball average vanishes and almost everywhere, so the assertion is trivial. The zero-norm case is likewise trivial. The resulting Hedberg inequality is
This proves absolute convergence of the defining integral for almost every , also for signed or complex . Put . The proposed exponent satisfies , so . Raising the pointwise estimate to the th power and using the proved maximal bound gives
Thus the Hardy–Littlewood–Sobolev inequality follows from the estimates just derived, rather than being quoted in place of its proof.
For uniqueness of the target exponent, suppose such a uniform estimate holds with index instead. Choose a nonzero nonnegative bump function and let for . Homogeneity of the Riesz potential gives
The assumed estimate at makes the nonzero output's norm finite. For all it must therefore satisfy
with when . Letting tend to zero or infinity forces the power of to vanish:
Hence no other target index is possible.
For the Sobolev embedding, take and , so the preceding result is available with . For , the vector field has zero divergence in away from . Integrating by parts outside the ball , its inner boundary contributes times the spherical average of about . The outer boundary contributes zero because has compact support. Letting proves
The absolute value is at most . Thus
For a general member of the first-order Sobolev space , approximate in the Sobolev norm by compactly supported smooth functions. This density of smooth functions in a Sobolev space follows from cutoffs tending to one and subsequent mollification: the cutoff-gradient term tends to zero in , and a mollifier approximates both the function and each weak derivative. The displayed estimate makes the approximants Cauchy in . Their limit is the original function, so subsequences converging almost everywhere identify the limit with it. This proves continuous embedding. The range is essential for this consequence; the formula is not a general critical embedding into .
For , the fundamental theorem of calculus along the th coordinate line gives
Take and in the introductory result. It follows that
The last step is the arithmetic-geometric mean inequality. This bounds the target norm by the first-order Sobolev space norm. Approximate any by compactly supported smooth functions, using cutoffs and mollification as in Question 4. The estimate applied to differences gives convergence in , and subsequences of the simultaneous and target-norm convergence identify the two limits almost everywhere. Thus embeds continuously into . The coordinate-derivative product bound also passes to the limit. For , the line argument instead gives and the embedding into .
Use the angular-frequency Fourier transform convention
A precise sufficient interpretation of the regularity assumption is , in the first-order Sobolev space and ; in particular, nonzero Schwartz functions are admissible. We use the Plancherel theorem, in the normalization , together with its derivative identity . Both identities hold in for , by extending their identities for Schwartz functions. Thus the frequency factor is
For a Schwartz function, integration by parts gives . This remains true under the stated assumptions: insert a smooth cutoff into the derivative of , where is one near zero and compactly supported. Integration gives
The cutoff-derivative term tends to zero, since is bounded independently of and supported in a tail. The other terms converge by dominated convergence and the integrability of , furnished by the Cauchy-Schwarz inequality. Hence
After squaring and using the Plancherel theorem, we obtain the uncentred Fourier uncertainty principle:
If equality holds, both displayed inequalities must be equalities. The equality condition in the Cauchy-Schwarz inequality gives almost everywhere for a constant ; the real-part inequality and the identity for then force with real. The weak derivative equation has the solution : locally multiply by to obtain a function whose weak derivative is zero, hence a constant. Conversely, for this Gaussian function the normalized second moments are in position and in angular frequency, whose product is . Therefore
These are raw second moments, rather than variances about their respective means. Consequently translations and nonzero frequency modulations of the Gaussian function are not equality cases here; the equality case of the Heisenberg uncertainty relation for centred variances has those additional freedoms.
For , the first-order Sobolev space is
The weak derivative is unique as an equivalence class modulo equality almost everywhere. We use the standard Sobolev norm . Pointwise values of an arbitrary representative have no intrinsic meaning; the one-dimensional Sobolev representative supplies the continuous representative used later.
For , the function is the th weak derivative when
for every test function . This is the integration by parts identity with no boundary term and agrees with the ordinary derivative whenever is classically differentiable.
For , the first-order Sobolev space is
with norm, for example,
Functions equal almost everywhere represent the same Sobolev element.
For , its difference quotient equals in L2 space. Thus , and translation of a function gives in L2 space. Conversely, bounded difference quotients have a weakly convergent subsequence as . Against a test function, , so that weak limit is the weak derivative of . It lies in L2 space, which is precisely the first-order Sobolev space condition.