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Proof of Integrability of Products of Four Sobolev Classes on the Torus in Dimensions at Most Three

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· 9,598 chars · 24 deps · depth 30 Reason: First publication: proof that a product of four Sobolev representatives is integrable, via the Sobolev embedding into the sixth Lebesgue class, comparison of seminorms on a space of total measure one, and Hoelder's inequality with four exponents equal to four; with the fourth-power and cube-pairing clauses derived from it.

Each representative lies in the sixth Lebesgue class by the Sobolev embedding, hence in the fourth by comparison of seminorms on a space of total measure one; Hoelder's inequality with four exponents equal to four then bounds the product. The remaining clauses are the diagonal case and the square-integrable pairing.

Proof

Each result cited is universally quantified over the data in its own statement and is applied here to the data at hand; the notation is that of the statement, and the measure space throughout is (Q,BQ,λQ)(Q,\mathcal{B}_{Q},\lambda_{Q}) of The Flat Torus: Standing Notation §measure. Finite products of real numbers are the finite products of that definition, so that k=14ak\prod_{k=1}^{4}a_{k} is the iterated product ((a1a2)a3)a4((a_{1}a_{2})a_{3})a_{4} by the recursion defining it.

Step 0 (A product comparison). Let α,β,γ,δR\alpha,\beta,\gamma,\delta\in\mathbb{R} satisfy 0α0\le\alpha, αβ\alpha\le\beta, 0γ0\le\gamma and γδ\gamma\le\delta. Then αγβδ\alpha\gamma\le\beta\delta. Indeed, claim 5 of Elementary Arithmetic in an Ordered Field, applied to αβ\alpha\le\beta with the nonnegative multiplier γ\gamma, gives γαγβ\gamma\alpha\le\gamma\beta; the number β\beta is nonnegative by transitivity of the order of The Real Numbers: Standing Notation and Background §numbers applied to 0α0\le\alpha and αβ\alpha\le\beta, so the same claim applied to γδ\gamma\le\delta with the multiplier β\beta gives βγβδ\beta\gamma\le\beta\delta; and transitivity together with commutativity of multiplication gives αγβδ\alpha\gamma\le\beta\delta. We record also that a product of two nonnegative real numbers is nonnegative: if 0α0\le\alpha and 0γ0\le\gamma, then α0αγ\alpha\cdot0\le\alpha\gamma by claim 5 of Elementary Arithmetic in an Ordered Field, while α0=0α=0\alpha\cdot0=0\cdot\alpha=0 by commutativity and claim 1 of Zero Products and Elementary Identities in a Field, so 0αγ0\le\alpha\gamma.

Step 1 (Membership in L1(Tn)\mathcal{L}^{1}(\mathbb{T}^{n}) and integrability). Let f:QRf:Q\to\mathbb{R} be measurable. By Properties of Real Powers of Nonnegative Real Numbers §agreement the power of a nonnegative real number with exponent 11 is that number itself, so the map f1|f|^{1} of Power-Integrable Functions and the p-Seminorm §measurable-power is f|f|. Hence, by Power-Integrable Functions and the p-Seminorm §space, fL1(Tn)f\in\mathcal{L}^{1}(\mathbb{T}^{n}) if and only if Tnfdx<\int_{\mathbb{T}^{n}}|f|\,dx<\infty, which by the last sentence of Integrable Function and the Lebesgue Integral holds if and only if ff is integrable; and in that case f1=Tnfdx\lVert f\rVert_{1}=\int_{\mathbb{T}^{n}}|f|\,dx by Power-Integrable Functions and the p-Seminorm §seminorm, since 1/1=11/1=1 and the power with exponent 11 is the identity by the clause just cited.

Claim 1. Let U1,U2,U3,U4U_{1},U_{2},U_{3},U_{4} and their representatives u1,u2,u3,u4u_{1},u_{2},u_{3},u_{4} be as in the claim.

(a) Since 1n1\le n and n3n\le3, The Sobolev Embedding of the First Sobolev Space of the Torus into the Sixth Lebesgue Space in Dimensions at Most Three §embedding, applied for each kk to the class UkU_{k} and its representative uku_{k}, gives ukL6(Tn)u_{k}\in\mathcal{L}^{6}(\mathbb{T}^{n}) and uk65UkH1\lVert u_{k}\rVert_{6}\le5\,\lVert U_{k}\rVert_{H^{1}}.

(b) The real numbers 44 and 66 satisfy 141\le4 and 464\le6, so Comparison of the Lebesgue Seminorms on the Torus §comparison, applied with r=4r=4, s=6s=6 and v=ukv=u_{k}, gives ukL4(Tn)u_{k}\in\mathcal{L}^{4}(\mathbb{T}^{n}) and uk4uk6\lVert u_{k}\rVert_{4}\le\lVert u_{k}\rVert_{6}. With (a) and transitivity of the order, uk45UkH1\lVert u_{k}\rVert_{4}\le5\,\lVert U_{k}\rVert_{H^{1}} for each kk.

(c) The real number 44 is positive, hence nonzero and invertible, by claim 3 of Properties of the Canonical Map from the Natural Numbers to an Ordered Field. Repeated use of the recursion in claim 1 of Properties of Finite Sums together with claim 1 of Properties of the Canonical Map from the Natural Numbers to an Ordered Field gives k=141=4\sum_{k=1}^{4}1=4, whence by claim 3 of the former

k=1414=14k=141=144=1.\sum_{k=1}^{4}\frac{1}{4}=\frac{1}{4}\sum_{k=1}^{4}1=\frac{1}{4}\cdot 4=1 .

Therefore Hoelder's Inequality, for Two and for Finitely Many Factors §several, applied to the measure space (Q,BQ,λQ)(Q,\mathcal{B}_{Q},\lambda_{Q}) with the number of factors — written nn in that clause, and not to be confused with the dimension nn of the present statement — taken to be 44, with pk=4p_{k}=4 and fk=ukf_{k}=u_{k} for k[4]k\in[4], shows that the pointwise product F=u1u2u3u4F=u_{1}u_{2}u_{3}u_{4} lies in L1(Tn)\mathcal{L}^{1}(\mathbb{T}^{n}) and

TnFdxu14u24u34u44.\int_{\mathbb{T}^{n}}|F|\,dx\le\lVert u_{1}\rVert_{4}\lVert u_{2}\rVert_{4}\lVert u_{3}\rVert_{4}\lVert u_{4}\rVert_{4}.

(d) Seminorms are nonnegative by Power-Integrable Functions and the p-Seminorm §seminorm, norms are nonnegative by Real Inner Product Space §norm, and 5=1+1+1+1+15=1+1+1+1+1 is nonnegative by claims 1 and 2 of Elementary Arithmetic in an Ordered Field; hence each 5UkH15\lVert U_{k}\rVert_{H^{1}} is nonnegative by the product remark of Step 0, and so is each partial product of the numbers uk4\lVert u_{k}\rVert_{4} and each partial product of the numbers 5UkH15\lVert U_{k}\rVert_{H^{1}}. Three applications of Step 0 to the four comparisons of (b), the hypotheses 0α0\le\alpha and 0γ0\le\gamma being supplied at each application by these nonnegativity facts, give

u14u24u34u44(5U1H1)(5U2H1)(5U3H1)(5U4H1),\lVert u_{1}\rVert_{4}\lVert u_{2}\rVert_{4}\lVert u_{3}\rVert_{4}\lVert u_{4}\rVert_{4}\le\bigl(5\lVert U_{1}\rVert_{H^{1}}\bigr)\bigl(5\lVert U_{2}\rVert_{H^{1}}\bigr)\bigl(5\lVert U_{3}\rVert_{H^{1}}\bigr)\bigl(5\lVert U_{4}\rVert_{H^{1}}\bigr),

and the right-hand side equals 625U1H1U2H1U3H1U4H1625\,\lVert U_{1}\rVert_{H^{1}}\lVert U_{2}\rVert_{H^{1}}\lVert U_{3}\rVert_{H^{1}}\lVert U_{4}\rVert_{H^{1}} by associativity and commutativity of multiplication together with claim 1 of Properties of Natural Number Powers in a Field, which gives ((55)5)5=54=625((5\cdot5)\cdot5)\cdot5=5^{4}=625.

(e) By Step 1 the function FF is integrable, so claim 2 of Linearity and Monotonicity of the Lebesgue Integral gives TnFdxTnFdx\bigl|\int_{\mathbb{T}^{n}}F\,dx\bigr|\le\int_{\mathbb{T}^{n}}|F|\,dx. Combining this with (c) and (d) and using transitivity of the order yields the asserted bound.

(f) Let u1,u2,u3,u4u'_{1},u'_{2},u'_{3},u'_{4} be any representatives of U1,U2,U3,U4U_{1},U_{2},U_{3},U_{4}. For each kk one has uk=uku'_{k}=u_{k} almost everywhere by The Lebesgue Space of Power-Integrable Functions §equivalence. Applying the last sentence of claim 1 of The Lebesgue Integral and Null Sets: Almost-Everywhere Comparison, Markov's Inequality, and Dominated Convergence Almost Everywhere to the sequence of properties QmQ_{m} (mNm\in\mathbb{N}), where QmQ_{m} is the property uk(y)=uk(y)u'_{k}(y)=u_{k}(y) with kk the lesser of mm and 44, we conclude that almost every yQy\in Q satisfies uk(y)=uk(y)u'_{k}(y)=u_{k}(y) for all k[4]k\in[4] simultaneously; at every such yy the pointwise products u1u2u3u4u'_{1}u'_{2}u'_{3}u'_{4} and FF agree. The product u1u2u3u4u'_{1}u'_{2}u'_{3}u'_{4} is measurable by claim 3 of Arithmetic, Absolute Values, and Pointwise Limits of Measurable Real-Valued Functions. Hence the last sentence of The Lebesgue Integral and Null Sets: Almost-Everywhere Comparison, Markov's Inequality, and Dominated Convergence Almost Everywhere §comparison, applied with the integrable FF and this product, shows that the latter is integrable with the same integral. This proves claim 1.

Claim 2. Let UU and uu be as in the claim. By claim 1 of Properties of Natural Number Powers in a Field, for every yQy\in Q,

(u(y))4=(u(y))3u(y)=((u(y))2u(y))u(y)=((u(y)u(y))u(y))u(y),(u(y))^{4}=(u(y))^{3}u(y)=\bigl((u(y))^{2}u(y)\bigr)u(y)=\bigl((u(y)u(y))u(y)\bigr)u(y),

so the pointwise fourth power u4u^{4} is the pointwise product of the four maps u,u,u,uu,u,u,u. Claim 1, applied with U1=U2=U3=U4=UU_{1}=U_{2}=U_{3}=U_{4}=U and u1=u2=u3=u4=uu_{1}=u_{2}=u_{3}=u_{4}=u, therefore gives u4L1(Tn)u^{4}\in\mathcal{L}^{1}(\mathbb{T}^{n}), the independence of Tnu4dx\int_{\mathbb{T}^{n}}u^{4}\,dx from the representative chosen, and

Tnu4dx625UH1UH1UH1UH1=625(UH1)4,\Bigl|\int_{\mathbb{T}^{n}}u^{4}\,dx\Bigr|\le625\,\lVert U\rVert_{H^{1}}\lVert U\rVert_{H^{1}}\lVert U\rVert_{H^{1}}\lVert U\rVert_{H^{1}}=625\,\bigl(\lVert U\rVert_{H^{1}}\bigr)^{4},

the last equality again by claim 1 of Properties of Natural Number Powers in a Field.

Claim 3. Let U,WU,W and their representatives u,wu,w be as in the claim.

(a) By (a) of claim 1, uL6(Tn)u\in\mathcal{L}^{6}(\mathbb{T}^{n}). The real numbers r=3r=3 and s=2s=2 satisfy 0<30<3, 121\le2 and 161\le6, and rs=6rs=6; so claim 6 of Elementary Properties of the p-Seminorm, applied to the measurable map uu on (Q,BQ,λQ)(Q,\mathcal{B}_{Q},\lambda_{Q}), gives that the map u3:y(u(y))3|u|^{3}:y\mapsto(|u(y)|)^{3} is measurable and lies in L2(Tn)\mathcal{L}^{2}(\mathbb{T}^{n}).

(b) The pointwise cube u3u^{3} is measurable by claim 3 of Arithmetic, Absolute Values, and Pointwise Limits of Measurable Real-Valued Functions, and for every yQy\in Q

u3(y)=(u(y)u(y))u(y)=u(y)u(y)u(y)=(u(y))3|u^{3}(y)|=\bigl|(u(y)u(y))u(y)\bigr|=|u(y)|\,|u(y)|\,|u(y)|=(|u(y)|)^{3}

by claim 1 of Properties of Natural Number Powers in a Field and two applications of claim 4 of Properties of the Absolute Value in an Ordered Field. Hence claim 3 of Elementary Properties of the p-Seminorm, applied with p=2p=2, with f=u3f=u^{3} and with g=u3g=|u|^{3}, gives u3L2(Tn)u^{3}\in\mathcal{L}^{2}(\mathbb{T}^{n}).

(c) If uu' is any representative of UU, then u=uu'=u almost everywhere by The Lebesgue Space of Power-Integrable Functions §equivalence, so (u)3=u3(u')^{3}=u^{3} at every point where u=uu'=u, hence almost everywhere; by (b) applied to uu' and by the same clause, (u)3L2(Tn)(u')^{3}\in\mathcal{L}^{2}(\mathbb{T}^{n}) and [(u)3]=[u3][(u')^{3}]=[u^{3}]. Thus [u3][u^{3}] does not depend on the representative.

(d) H1(Tn)H^{1}(\mathbb{T}^{n}) is a subset of L2(Tn)L^{2}(\mathbb{T}^{n}) by The Sobolev Space of Once Weakly Differentiable Square-Integrable Classes on the Torus §space, so WL2(Tn)W\in L^{2}(\mathbb{T}^{n}) and its representative ww lies in L2(Tn)\mathcal{L}^{2}(\mathbb{T}^{n}) with [w]=W[w]=W. The real numbers 22 and 22 are conjugate exponents, since 1<21<2 and 12+12=1\tfrac{1}{2}+\tfrac{1}{2}=1; hence Hoelder's Inequality, for Two and for Finitely Many Factors §holder, applied with p=q=2p=q=2, f=u3f=u^{3} and g=wg=w, gives u3wL1(Tn)u^{3}w\in\mathcal{L}^{1}(\mathbb{T}^{n}).

(e) Finally The Lebesgue Space of Square-Integrable Functions is a Real Hilbert Space §inner-product, applied to the measure space (Q,BQ,λQ)(Q,\mathcal{B}_{Q},\lambda_{Q}) and to u3,wL2(Tn)u^{3},w\in\mathcal{L}^{2}(\mathbb{T}^{n}), gives

[u3],WL2=[u3],[w]L2=Tnu3wdx,\bigl\langle[u^{3}],W\bigr\rangle_{L^{2}}=\bigl\langle[u^{3}],[w]\bigr\rangle_{L^{2}}=\int_{\mathbb{T}^{n}}u^{3}w\,dx ,

which is claim 3.

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