TheoremBase

Substitute the free-field variances ckc_k = nu/(2 muk)mu_k), temperature nu/2, discount gamma, control cost 1 and couplings beta into the Gaussian dressing lemma: a/c_i = mu, so the coupling condition holds; b = 2q solves the dressing Riccati equation, so bib_i = 2q_k by uniqueness; the dressed variances give PhiNPhi_N = (nu/4)|z|^2_{c'}; the profile integral equals PsiNPsi_N plus the sum of the renormalised constants, which is sN/gammas_N/gamma; and the H−3H^{-3} lattice-sum formula with mukmu_k >= 1 gives |iota_N z|_H <= ||z||, whence g o iotaNiota_N is bounded and Lipschitz.

Proof

Each result cited below is universally quantified over the data in its own statement. Fix NN, and for i∈[m]i\in[m] write ki=κN(i)k_{i}=\kappa_{N}(i). In Gaussian Dressing of the Wick-Square Cost: the Riccati Coefficients, the Dressed Variances, the Quadratic Profile, the Shifted Pair and the Shifted Operator the temperature is written aa; here it is ν2\tfrac{\nu}{2} throughout, and a letter aa with a mode as subscript is always a renormalised constant of The Riccati Coefficients of the Wick-Square Problem: Existence, the Gaussian Profile and Summable Constants §constants. That lemma is applied with d=md=m, a=ν2a=\tfrac{\nu}{2}, λ0=γ\lambda_{0}=\gamma, θ=1\theta=1, c=cNc=c^{N}, β=βN\beta=\beta^{N} and gg the zero running cost on P2(Rm)\mathcal{P}_{2}(\mathbb{R}^{m}), that is, with the data at cutoff NN; it applies once clause 1 is proved (Step 1). Finite sums over [m][m] are those of Properties of Finite Sums, whose claims are cited by number.

Step 1 (clause 1). By The Free-Field Variances of the Fourier Modes §variances, ciN=cki=ν/(2μki)c^{N}_{i}=c_{k_{i}}=\nu/(2\mu_{k_{i}}), so ν2(ciN)−1=ν2⋅2μkiν=μki\tfrac{\nu}{2}(c^{N}_{i})^{-1}=\tfrac{\nu}{2}\cdot\tfrac{2\mu_{k_{i}}}{\nu}=\mu_{k_{i}}. Since 1≤μki1\le\mu_{k_{i}} by The Wick-Square Problem on the Torus: Standing Notation §modes and γ,β>0\gamma,\beta>0 by The Wick-Square Problem on the Torus: Standing Notation §parameters, the numbers μki2\mu_{k_{i}}^{2}, γμki\gamma\mu_{k_{i}} and 2β2\beta are positive, so μki2+γμki+2β>0\mu_{k_{i}}^{2}+\gamma\mu_{k_{i}}+2\beta>0. With the substitutions above this number is (a/ci)2+λ0a/ci+2θβi(a/c_{i})^{2}+\lambda_{0}a/c_{i}+2\theta\beta_{i}, which is the coupling hypothesis of Gaussian Dressing of the Wick-Square Cost: the Riccati Coefficients, the Dressed Variances, the Quadratic Profile, the Shifted Pair and the Shifted Operator.

Step 2 (clause 2). Fix ii. By The Riccati Coefficients of the Wick-Square Problem: Existence, the Gaussian Profile and Summable Constants §root, qki>0q_{k_{i}}>0 and 2qki2+(γ+2μki)qki=β2q_{k_{i}}^{2}+(\gamma+2\mu_{k_{i}})q_{k_{i}}=\beta. Put t=2qkit=2q_{k_{i}}. Then

12t2+(γ2+μki)t=2qki2+(γ+2μki)qki=β=βiN,\tfrac12t^{2}+\bigl(\tfrac{\gamma}{2}+\mu_{k_{i}}\bigr)t=2q_{k_{i}}^{2}+(\gamma+2\mu_{k_{i}})q_{k_{i}}=\beta=\beta^{N}_{i},

and μki+t>0\mu_{k_{i}}+t>0 because μki≥1\mu_{k_{i}}\ge1 and qki>0q_{k_{i}}>0. Since a/ci=μkia/c_{i}=\mu_{k_{i}} by Step 1, these are the two conditions of Gaussian Dressing of the Wick-Square Cost: the Riccati Coefficients, the Dressed Variances, the Quadratic Profile, the Shifted Pair and the Shifted Operator §riccati with θ=1\theta=1 and λ0=γ\lambda_{0}=\gamma, and the uniqueness asserted there gives bi=t=2qkib_{i}=t=2q_{k_{i}}.

Step 3 (clause 3). By Gaussian Dressing of the Wick-Square Cost: the Riccati Coefficients, the Dressed Variances, the Quadratic Profile, the Shifted Pair and the Shifted Operator §variances and Steps 1 and 2, ci′=ν2(μki+2qki)−1c'_{i}=\tfrac{\nu}{2}(\mu_{k_{i}}+2q_{k_{i}})^{-1}, so 1/ci′=2ν(μki+2qki)1/c'_{i}=\tfrac{2}{\nu}(\mu_{k_{i}}+2q_{k_{i}}). By The Diagonal Gaussian Density on Euclidean Space and Its Notation §scaling and the homogeneity of finite sums (claim 3 of Properties of Finite Sums, with λ=ν4\lambda=\tfrac{\nu}{4} and then λ=12\lambda=\tfrac12), for z∈Rmz\in\mathbb{R}^{m},

ν4∣z∣c′2=ν4∑i=1m2ν(μki+2qki)zi2=12∑i=1m(μki+2qki)zi2,\tfrac{\nu}{4}|z|_{c'}^{2}=\tfrac{\nu}{4}\sum_{i=1}^{m}\tfrac{2}{\nu}(\mu_{k_{i}}+2q_{k_{i}})z_{i}^{2}=\tfrac12\sum_{i=1}^{m}(\mu_{k_{i}}+2q_{k_{i}})z_{i}^{2},

which is ΦN(z)\Phi_{N}(z) by The Galerkin Problems of the Wick-Square Problem: Standing Notation for Cubes of Modes, Coordinates, the Free Galerkin Quadratic and the Riccati Potential §functions.

Step 4 (clause 4). Let u0(z)=12∑i=1mbizi2u_{0}(z)=\tfrac12\sum_{i=1}^{m}b_{i}z_{i}^{2} be the function of Gaussian Dressing of the Wick-Square Cost: the Riccati Coefficients, the Dressed Variances, the Quadratic Profile, the Shifted Pair and the Shifted Operator §profile, so that ΨN(ρ)=∫Rmu0 dρ\Psi_{N}(\rho)=\int_{\mathbb{R}^{m}}u_{0}\,d\rho. By Step 2 and claim 3 of Properties of Finite Sums, u0(z)=∑i=1mqkizi2u_{0}(z)=\sum_{i=1}^{m}q_{k_{i}}z_{i}^{2}, so by The Galerkin Problems of the Wick-Square Problem: Standing Notation for Cubes of Modes, Coordinates, the Free Galerkin Quadratic and the Riccati Potential §functions and the additivity of finite sums (claim 2 of Properties of Finite Sums), u~N(z)=u0(z)+A\tilde{u}_{N}(z)=u_{0}(z)+A for every zz, where A=∑i=1makiA=\sum_{i=1}^{m}a_{k_{i}}. By the same clause of the dressing lemma, u0u_{0} is of class C2C^{2} on Rm\mathbb{R}^{m} with each ∂j∂iu0\partial_{j}\partial_{i}u_{0} equal to bib_{i} or to 00. Every bi=2qkib_{i}=2q_{k_{i}} is positive (Step 2, with qki>0q_{k_{i}}>0 by The Riccati Coefficients of the Wick-Square Problem: Existence, the Gaussian Profile and Summable Constants §root), so M=∑i=1mbiM=\sum_{i=1}^{m}b_{i} satisfies 0≤M0\le M and bi≤Mb_{i}\le M for every i∈[m]i\in[m], by claims 5 and 6 of Properties of Finite Sums; hence each ∂j∂iu0\partial_{j}\partial_{i}u_{0} is bounded in absolute value by MM, and so u0u_{0} is Borel and integrable with respect to every ρ∈P2(Rm)\rho\in\mathcal{P}_{2}(\mathbb{R}^{m}) by Integrals of Functions with a Bounded Hessian are Intrinsic Test Functions on the Wasserstein Space §integrable. The constant function 11 on Rm\mathbb{R}^{m} is the indicator of Rm\mathbb{R}^{m}; it is bounded, and Borel (the indicator of the Borel set Rm\mathbb{R}^{m}), hence integrable with respect to ρ\rho by Probability Measures on Euclidean Space and Random Vectors: Standing Notation §measures, and its integral is ρ(Rm)=1\rho(\mathbb{R}^{m})=1 by The Integral of an Indicator Function is the Measure of the Set. By Linearity of the Lebesgue Integral over a Finite Sum of Integrable Functions §integrable and Linearity of the Lebesgue Integral over a Finite Sum of Integrable Functions §linear, applied with its mm equal to 22 to u0u_{0} and 11 with coefficients 11 and AA, u~N\tilde{u}_{N} is integrable with respect to ρ\rho and ∫Rmu~N dρ=ΨN(ρ)+A\int_{\mathbb{R}^{m}}\tilde{u}_{N}\,d\rho=\Psi_{N}(\rho)+A. Finally, by Gaussian Dressing of the Wick-Square Cost: the Riccati Coefficients, the Dressed Variances, the Quadratic Profile, the Shifted Pair and the Shifted Operator §operator and Step 2,

sN=∑i=1m(ν2⋅2qki−βcki)=∑i=1m(νqki−βcki)=∑i=1mγ aki=γA,s_{N}=\sum_{i=1}^{m}\bigl(\tfrac{\nu}{2}\cdot2q_{k_{i}}-\beta c_{k_{i}}\bigr)=\sum_{i=1}^{m}\bigl(\nu q_{k_{i}}-\beta c_{k_{i}}\bigr)=\sum_{i=1}^{m}\gamma\,a_{k_{i}}=\gamma A,

the third equality because ak=(νqk−βck)/γa_{k}=(\nu q_{k}-\beta c_{k})/\gamma for every mode kk by The Riccati Coefficients of the Wick-Square Problem: Existence, the Gaussian Profile and Summable Constants §constants, and the last by claim 3 of Properties of Finite Sums. Hence A=γ−1sNA=\gamma^{-1}s_{N}.

Step 5 (clause 5). By The Wick-Square Problem on the Sobolev Triple of Order Two: Standing Notation §triple, H=H−3(Tn)H=H^{-3}(\mathbb{T}^{n}) with the norm ∣⋅∣H−3|\cdot|_{H^{-3}} (the triple of The Negative-Order Sobolev Triple of the Torus: a Diagonal Hilbert Triple whose Form Operator Is One Minus the Laplacian §triple with its ss equal to 22). Fix z∈Rmz\in\mathbb{R}^{m} and let x=ιNzx=\iota_{N}z; by The Galerkin Problems of the Wick-Square Problem: Standing Notation for Cubes of Modes, Coordinates, the Free Galerkin Quadratic and the Riccati Potential §coordinates, x∈H−1x\in H^{-1}, x(ki)=zix(k_{i})=z_{i} for i∈[m]i\in[m], and xx vanishes outside ΓN\Gamma_{N}. So the family k↦x(k)2/μk3k\mapsto x(k)^{2}/\mu_{k}^{3} vanishes outside the nonempty finite set ΓN\Gamma_{N} (The Wick-Square Problem on the Torus: Standing Notation §cubes); by Lattice Sums along Cubes: Linearity, Nonnegative Families, Absolute Summability, Comparison and Finitely Supported Families §finite-support it is cube-summable with lattice sum ∑k∈ΓNx(k)2/μk3\sum_{k\in\Gamma_{N}}x(k)^{2}/\mu_{k}^{3}, which equals ∑i=1mx(ki)2/μki3=∑i=1mzi2/μki3\sum_{i=1}^{m}x(k_{i})^{2}/\mu_{k_{i}}^{3}=\sum_{i=1}^{m}z_{i}^{2}/\mu_{k_{i}}^{3} by Sum over a Finite Index Set, applied with the bijection κN:[m]→ΓN\kappa_{N}:[m]\to\Gamma_{N} of The Galerkin Problems of the Wick-Square Problem: Standing Notation for Cubes of Modes, Coordinates, the Free Galerkin Quadratic and the Riccati Potential §cutoff. Hence Lattice Sums of the Fourier Weights of the Torus, and the Negative Sobolev Norms as Lattice Sums §sobolev, used with its mm equal to 33, gives ∣ιNz∣H2=∑i=1mzi2/μki3|\iota_{N}z|_{H}^{2}=\sum_{i=1}^{m}z_{i}^{2}/\mu_{k_{i}}^{3}. Since μki≥1\mu_{k_{i}}\ge1 we have μki3≥1\mu_{k_{i}}^{3}\ge1 and zi2/μki3≤zi2z_{i}^{2}/\mu_{k_{i}}^{3}\le z_{i}^{2}, so every number zi2−zi2/μki3z_{i}^{2}-z_{i}^{2}/\mu_{k_{i}}^{3} is nonnegative. By claims 2 and 3 of Properties of Finite Sums (the latter with λ=−1\lambda=-1), ∑i=1mzi2−∑i=1mzi2/μki3=∑i=1m(zi2−zi2/μki3)\sum_{i=1}^{m}z_{i}^{2}-\sum_{i=1}^{m}z_{i}^{2}/\mu_{k_{i}}^{3}=\sum_{i=1}^{m}\bigl(z_{i}^{2}-z_{i}^{2}/\mu_{k_{i}}^{3}\bigr), which is nonnegative by claim 5 there. Hence ∣ιNz∣H2≤∑i=1mzi2=∥z∥2|\iota_{N}z|_{H}^{2}\le\sum_{i=1}^{m}z_{i}^{2}=\lVert z\rVert^{2} by Euclidean Norm on Rn\mathbb{R}^n; both numbers being nonnegative, ∣ιNz∣H≤∥z∥|\iota_{N}z|_{H}\le\lVert z\rVert.

Now let CgC_{g}, ℓg\ell_{g} and gg be as in clause 5, and z,z′∈Rmz,z'\in\mathbb{R}^{m}. Since ιNz∈H−1\iota_{N}z\in H^{-1}, ∣g(ιNz)∣≤Cg|g(\iota_{N}z)|\le C_{g}. The families ιNz−ιNz′\iota_{N}z-\iota_{N}z' and ιN(z−z′)\iota_{N}(z-z') coincide, both taking the value zi−zi′z_{i}-z'_{i} at kik_{i} and 00 outside ΓN\Gamma_{N} (the operations of Map(Zn,R)\mathrm{Map}(\mathbb{Z}^{n},\mathbb{R}) being pointwise), so by the hypothesis on gg and the first part,

∣g(ιNz)−g(ιNz′)∣≤ℓg ∣ιN(z−z′)∣H≤ℓg∥z−z′∥.|g(\iota_{N}z)-g(\iota_{N}z')|\le\ell_{g}\,|\iota_{N}(z-z')|_{H}\le\ell_{g}\lVert z-z'\rVert .

Thus g∘ιNg\circ\iota_{N} is bounded with bound CgC_{g} in the sense of Bounded Real-Valued Function on a Set; and since ∥z−z′∥\lVert z-z'\rVert is the Euclidean distance dE(z,z′)d_{E}(z,z') of Euclidean Distance on Rn\mathbb{R}^n, a metric by Euclidean Distance is a Metric on Rn\mathbb{R}^n, g∘ιNg\circ\iota_{N} is Lipschitz with constant ℓg\ell_{g} in the sense of Lipschitz Map Between Metric Spaces into R\mathbb{R} with the metric of The Absolute Value Metric on the Real Line, hence uniformly continuous by A Lipschitz Map is Uniformly Continuous.

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