TheoremBase

Comparison is proved by contradiction through a doubling of variables penalised by the wall-confined free energy, using a perturbed near-maximiser with a strict maximum of the perturbed functional. Each side is tested with a series of squared-distance test functions realised on a star gluing; the score terms are controlled by the tangent inequality for the free energy, the momentum perturbation by uniform continuity in the momentum, and the Hamiltonian difference by the structure condition at bounded positions. Uniqueness follows by applying comparison in both directions.

Proof

Each result cited is universally quantified over the data in its own statement. Throughout, ρ\rho, σ\sigma and RR are as in The Discounted Hamilton-Jacobi-Bellman Equation with Free Langevin Noise in a Wall on Noncommutative Laws: Standing Notation §parameters; D\mathcal{D}, E\mathcal{E}, DΞ\mathcal{D}_{\Xi} and Ξ\Xi as in The Discounted Hamilton-Jacobi-Bellman Equation with Free Langevin Noise in a Wall on Noncommutative Laws: Standing Notation §free-energy; and H\mathcal{H} as in The Discounted Hamilton-Jacobi-Bellman Equation with Free Langevin Noise in a Wall on Noncommutative Laws: Standing Notation §hamiltonian, with lifts HM\mathcal{H}_{M} as in Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation §lifts. The results The Wall-Confined Free Energy: Norm Bound, Lower Bound, Weak-Star Compact Sublevel Sets and Displacement Monotonicity of the Score, Tangent Inequalities for the Wall Energy along Couplings and for the Wall-Confined Free Energy along Optimal Couplings and Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy are applied with the free entropy penalty (D0,E0)(\mathcal{D}_{0},\mathcal{E}_{0}) and the radius RR of The Discounted Hamilton-Jacobi-Bellman Equation with Free Langevin Noise in a Wall on Noncommutative Laws: Standing Notation §free-energy. By Square-Integrable Noncommutative Laws: the Wasserstein Completion of the Laws, Affine Push-Forwards, Moments, Couplings and Cost §laws, Σd2\Sigma^{2}_{d} is the metric completion of (Σd,W2)(\Sigma_{d},W_{2}) with metric W^2\widehat{W}_{2} and canonical map κd\kappa_{d}, so by The Metric Completion is a Complete Metric Space with a Dense Isometric Copy of the Space, and Maps Preserving Cauchy Sequences Extend to It §isometry we have the isometry identity

W^2(κd(λ),κd(λ′))=W2(λ,λ′)for all λ,λ′∈Σd.\widehat{W}_{2}\bigl(\kappa_{d}(\lambda),\kappa_{d}(\lambda')\bigr)=W_{2}(\lambda,\lambda')\qquad\text{for all }\lambda,\lambda'\in\Sigma_{d}.

Tracial W*-probability spaces are written (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}) and (H2,M2,Ω2)(H_{2},M_{2},\Omega_{2}) below, to avoid clashes with Ψδ,α\Psi_{\delta,\alpha} (Step 1) and with the commutant notation of Tracial W*-Probability Spaces and Square-Integrable Tuples: Standing Notation §spaces. Sums, differences, real multiples and the L2L^{2} norm ∥⋅∥2\lVert\cdot\rVert_{2} of L2L^{2} dd-tuples are those of Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation §pairing; by Square-Integrable Tuples in a Tracial W*-Probability Space: Their Norm, Affine Images, Pairs, Embedded Images and Laws §tuples and Sums, Real Multiples and the Pairing of Square-Integrable Tuples in a Tracial W*-Probability Space §operations they are componentwise, and ∥⋅∥2\lVert\cdot\rVert_{2} is the norm of the Hilbert space HdH^{d} by Sums, Real Multiples and the Pairing of Square-Integrable Tuples in a Tracial W*-Probability Space §pairing, so ∥tZ∥2=∣t∣ ∥Z∥2\lVert tZ\rVert_{2}=|t|\,\lVert Z\rVert_{2} for real tt.

Preliminary facts. (F1) For all λ,λ′∈Σd,R\lambda,\lambda'\in\Sigma_{d,R}, 0≤W2(λ,λ′)≤2Rd0\le W_{2}(\lambda,\lambda')\le2R\sqrt{d}: W2W_{2} is nonnegative by The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §distance, and W2(λ,λ′)2≤4dR2=(2Rd)2W_{2}(\lambda,\lambda')^{2}\le4dR^{2}=(2R\sqrt{d})^{2} by The Noncommutative Laws with a Norm Bound Form a Complete Bounded Metric Space with Interpolation Points §bounded; as 0≤2Rd0\le2R\sqrt{d}, claim 2 of Monotonicity of Squaring on the Nonnegative Elements of an Ordered Field gives W2(λ,λ′)≤2RdW_{2}(\lambda,\lambda')\le2R\sqrt{d}.

(F2) For a real α>0\alpha>0 let Tα=(A,0)T_{\alpha}=(A,0) be the affine datum from 2d2d to 2d2d variables with zero shift and with Ajj=1A_{jj}=1, Ad+j,j=−αA_{d+j,j}=-\alpha and Ad+j,d+j=αA_{d+j,d+j}=\alpha for j∈[d]j\in[d], all other entries of AA being 00. Let i∈{1,2}i\in\{1,2\} and let a,ba,b be self-adjoint dd-tuples in MiM_{i}. By Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §coupling, (a,b)(a,b) is a self-adjoint 2d2d-tuple in MiM_{i}, λ(a,b)∈Π(λa,λb)\lambda_{(a,b)}\in\Pi(\lambda_{a},\lambda_{b}) and I(λ(a,b))=∑j=1d∥ajΩi−bjΩi∥2I(\lambda_{(a,b)})=\sum_{j=1}^{d}\lVert a_{j}\Omega_{i}-b_{j}\Omega_{i}\rVert^{2}; by Square-Integrable Tuples in a Tracial W*-Probability Space: Their Norm, Affine Images, Pairs, Embedded Images and Laws §tuples this sum equals both ∥aΩi−bΩi∥22\lVert a\Omega_{i}-b\Omega_{i}\rVert_{2}^{2} and ∥bΩi−aΩi∥22\lVert b\Omega_{i}-a\Omega_{i}\rVert_{2}^{2}. By Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §affine, applied to (a,b)(a,b) and TαT_{\alpha}, the 2d2d-tuple ww with wj=ajw_{j}=a_{j} and wd+j=αbj−αajw_{d+j}=\alpha b_{j}-\alpha a_{j} (j∈[d]j\in[d]) is a self-adjoint 2d2d-tuple in MiM_{i} whose vacuum tuple is the pair (aΩi,α(bΩi−aΩi))(a\Omega_{i},\alpha(b\Omega_{i}-a\Omega_{i})) of Square-Integrable Tuples in a Tracial W*-Probability Space: Their Norm, Affine Images, Pairs, Embedded Images and Laws §operations, and λw=λ(a,b)∘σTα\lambda_{w}=\lambda_{(a,b)}\circ\sigma_{T_{\alpha}}. Hence, by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §bounded and Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation §lifts,

HMi(aΩi,α(bΩi−aΩi))=H(κ2d(λ(a,b)∘σTα)),\mathcal{H}_{M_{i}}\bigl(a\Omega_{i},\alpha(b\Omega_{i}-a\Omega_{i})\bigr)=\mathcal{H}\bigl(\kappa_{2d}(\lambda_{(a,b)}\circ\sigma_{T_{\alpha}})\bigr),

which depends only on α\alpha and on the law λ(a,b)\lambda_{(a,b)}.

(F3) Let i∈{1,2}i\in\{1,2\} and let a,pa,p be self-adjoint dd-tuples in MiM_{i}. By Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §coupling, (a,p)(a,p) is a self-adjoint 2d2d-tuple in MiM_{i}; its vacuum tuple is the pair (aΩi,pΩi)(a\Omega_{i},p\Omega_{i}), so H(κ2d(λ(a,p)))=HMi(aΩi,pΩi)\mathcal{H}(\kappa_{2d}(\lambda_{(a,p)}))=\mathcal{H}_{M_{i}}(a\Omega_{i},p\Omega_{i}) by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §bounded and Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation §lifts.

Proof of clause 1 (comparison). The objects are chosen in the following order: β\beta, bb, ee, (δu,ωu)(\delta_{u},\omega_{u}), (δv,ωv)(\delta_{v},\omega_{v}) (Step 1); rsr_{\mathrm{s}}, then τ\tau, KK, mm and the strength α\alpha (Step 3); R′R' and rmr_{\mathrm{m}} (Step 4); δ1\delta_{1}, then the weight δ\delta, then cc, then the tolerance θ\theta, then (μ^,ν^)(\hat{\mu},\hat{\nu}), (μk)(\mu_{k}), (νk)(\nu_{k}) and (εk)(\varepsilon_{k}) (Step 5); then γ\gamma, (γk)(\gamma_{k}) and (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}), ss, (tk)(t^{k}) (Step 7); finally (γk′)(\gamma'_{k}) and (H2,M2,Ω2)(H_{2},M_{2},\Omega_{2}), s′s', (t′k)(t'^{k}) (Step 8). In particular α\alpha is fixed before δ\delta, and θ\theta after δ\delta and cc.

Step 1 (Setup). If D=∅\mathcal{D}=\varnothing there is nothing to prove, so assume D≠∅\mathcal{D}\ne\varnothing. Suppose, for a contradiction, that there is μ0∈D\mu_{0}\in\mathcal{D} with u(κd(μ0))−v(κd(μ0))>0u(\kappa_{d}(\mu_{0}))-v(\kappa_{d}(\mu_{0}))>0, and let β>0\beta>0 be half of this difference. Since uu and vv are bounded, taking the larger of the two bounds given by Bounded Real-Valued Function on a Set (claim 1 of Elementary Properties of the Maximum of Two Elements), fix a real b≥0b\ge0 with ∣u(λ)∣≤b|u(\lambda)|\le b and ∣v(λ)∣≤b|v(\lambda)|\le b for every λ∈Σd2\lambda\in\Sigma^{2}_{d}. By The Wall-Confined Free Energy: Norm Bound, Lower Bound, Weak-Star Compact Sublevel Sets and Displacement Monotonicity of the Score §bounds, D⊆Σd,R\mathcal{D}\subseteq\Sigma_{d,R}, and we fix a real ee with e≤E(λ)e\le\mathcal{E}(\lambda) for every λ∈D\lambda\in\mathcal{D}. Since uu is a free-energy-penalised viscosity subsolution, fix a real δu>0\delta_{u}>0 and a nondecreasing ωu:[0,∞)→[0,∞)\omega_{u}:[0,\infty)\to[0,\infty) as there; since vv is a free-energy-penalised viscosity supersolution, fix a real δv>0\delta_{v}>0 and a nondecreasing ωv:[0,∞)→[0,∞)\omega_{v}:[0,\infty)\to[0,\infty) as there. The hypotheses of Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy now hold with these uu, vv, bb and ee (the semicontinuity of uu and vv on D\mathcal{D} is assumed in clause 1); let Ψδ,α\Psi_{\delta,\alpha} and S(δ,α)S(\delta,\alpha) be as there.

Step 2 (The strength sequence). For k∈Nk\in\mathbb{N} let qk=S(0,2k)q_{k}=S(0,2^{k}), a real number by Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §bounds. By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §diagonal with λ=μ0\lambda=\mu_{0}, qk≥u(κd(μ0))−v(κd(μ0))=2βq_{k}\ge u(\kappa_{d}(\mu_{0}))-v(\kappa_{d}(\mu_{0}))=2\beta for every kk. By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §monotone, with 2k2^{k} in the role of α′\alpha' and 2k+12^{k+1} in the role of α\alpha, qk+1≤qkq_{k+1}\le q_{k} for every kk. Thus (qk)k∈N(q_{k})_{k\in\mathbb{N}} is nonincreasing and its set of terms is bounded below by 2β2\beta, so by A Bounded Monotone Sequence of Real Numbers Converges §nonincreasing it converges to a real number qq.

Step 3 (Choice of rsr_{\mathrm{s}} and of the strength). Since H\mathcal{H} satisfies the structure condition at bounded positions, applying it with the radius RR and with η=ρβ/2>0\eta=\rho\beta/2>0 gives a real rs>0r_{\mathrm{s}}>0 such that, for every tracial W*-probability space (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}), all L2L^{2} dd-tuples X,YX,Y of it with law(X)∈κd(Σd,R)\mathrm{law}(X)\in\kappa_{d}(\Sigma_{d,R}) and law(Y)∈κd(Σd,R)\mathrm{law}(Y)\in\kappa_{d}(\Sigma_{d,R}), and every real α>0\alpha>0 with α∥X−Y∥22+∥X−Y∥2<rs\alpha\lVert X-Y\rVert_{2}^{2}+\lVert X-Y\rVert_{2}<r_{\mathrm{s}},

HM1(Y,α(X−Y))−HM1(X,α(X−Y))<ρβ2.\mathcal{H}_{M_{1}}\bigl(Y,\alpha(X-Y)\bigr)-\mathcal{H}_{M_{1}}\bigl(X,\alpha(X-Y)\bigr)<\tfrac{\rho\beta}{2}.

Let τ=min⁡{rs/8, rs2/16}>0\tau=\min\{r_{\mathrm{s}}/8,\,r_{\mathrm{s}}^{2}/16\}>0. By Step 2 there is K∈NK\in\mathbb{N} with ∣qj−q∣<τ/4|q_{j}-q|<\tau/4 for every j≥Kj\ge K. By claim 1 (unboundedness) of The Archimedean Property of the Real Numbers choose n0∈Nn_{0}\in\mathbb{N} with n0>max⁡{4/τ, (2ρ+1)/(ρβ)}n_{0}>\max\{4/\tau,\ (2\rho+1)/(\rho\beta)\}, and let m∈Nm\in\mathbb{N} be the larger of n0n_{0} and KK, so that m≥Km\ge K and m≥n0m\ge n_{0} by claim 1 of Elementary Properties of the Maximum of Two Elements, hence m>max⁡{4/τ, (2ρ+1)/(ρβ)}m>\max\{4/\tau,\ (2\rho+1)/(\rho\beta)\} (natural numbers being read in R\mathbb{R}, where their order is preserved by claim 6 of Properties of the Canonical Map from the Natural Numbers to an Ordered Field); put α=2m+1\alpha=2^{m+1}. Then α≥m+2>m\alpha\ge m+2>m, since 2n≥n+12^{n}\ge n+1 for every n∈Nn\in\mathbb{N} by Principle of Induction for the Natural Numbers (as 21=22^{1}=2 and 2n+1=2n+2n≥(n+1)+12^{n+1}=2^{n}+2^{n}\ge(n+1)+1); also α≥2\alpha\ge2 and α/2=2m\alpha/2=2^{m}, so qm=S(0,α/2)q_{m}=S(0,\alpha/2) and qm+1=S(0,α)q_{m+1}=S(0,\alpha). Put ξ=qm−qm+1+2/α\xi=q_{m}-q_{m+1}+2/\alpha. Since m,m+1≥Km,m+1\ge K, qm−qm+1≤∣qm−q∣+∣qm+1−q∣<τ/2q_{m}-q_{m+1}\le|q_{m}-q|+|q_{m+1}-q|<\tau/2, and 2/α<2/m<τ/22/\alpha<2/m<\tau/2; together with Step 2,

0≤ξ<τ,2ρ+1α<ρβ.0\le\xi<\tau,\qquad\frac{2\rho+1}{\alpha}<\rho\beta.

Step 4 (Choice of the momentum radius and of rmr_{\mathrm{m}}). Let R′=R+2(α+2)RdR'=R+2(\alpha+2)R\sqrt{d}, so that R≤R′R\le R' and 2αRd+4Rd≤R′2\alpha R\sqrt{d}+4R\sqrt{d}\le R'. Since H\mathcal{H} is uniformly continuous in the momentum at bounded positions, applying this with the radius R′R' and with η=ρβ/8>0\eta=\rho\beta/8>0 gives a real rm>0r_{\mathrm{m}}>0 such that, for i∈{1,2}i\in\{1,2\}, every tracial W*-probability space (Hi,Mi,Ωi)(H_{i},M_{i},\Omega_{i}), every L2L^{2} dd-tuple XX of it with law(X)∈κd(Σd,R′)\mathrm{law}(X)\in\kappa_{d}(\Sigma_{d,R'}), and all L2L^{2} dd-tuples P♭,P♯P_{\flat},P_{\sharp} of it with ∥P♭∥2≤R′\lVert P_{\flat}\rVert_{2}\le R', ∥P♯∥2≤R′\lVert P_{\sharp}\rVert_{2}\le R' and ∥P♭−P♯∥2<rm\lVert P_{\flat}-P_{\sharp}\rVert_{2}<r_{\mathrm{m}},

∣HMi(X,P♭)−HMi(X,P♯)∣<ρβ8.\bigl|\mathcal{H}_{M_{i}}(X,P_{\flat})-\mathcal{H}_{M_{i}}(X,P_{\sharp})\bigr|<\tfrac{\rho\beta}{8}.

Step 5 (Choice of the weight, the tolerance and the perturbed pair). By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §weight, applied with this α\alpha and with 1/α1/\alpha in the role of ε\varepsilon, fix a real δ1>0\delta_{1}>0 with S(δ′,α)≥S(0,α)−1/αS(\delta',\alpha)\ge S(0,\alpha)-1/\alpha for every real δ′\delta' with 0<δ′≤δ10<\delta'\le\delta_{1}. Let

δ=min⁡{δu, δv, δ1, 1α (2∣e∣+ωu(R′)+ωv(R′)+1)}.\delta=\min\Bigl\{\delta_{u},\ \delta_{v},\ \delta_{1},\ \frac{1}{\alpha\,(2|e|+\omega_{u}(R')+\omega_{v}(R')+1)}\Bigr\}.

Then δ>0\delta>0, δ≤δu\delta\le\delta_{u}, δ≤δv\delta\le\delta_{v}, and

S(δ,α)≥qm+1−1α,2δ∣e∣≤1α,δ(ωu(R′)+ωv(R′))≤1α.S(\delta,\alpha)\ge q_{m+1}-\tfrac{1}{\alpha},\qquad 2\delta|e|\le\tfrac{1}{\alpha},\qquad\delta\bigl(\omega_{u}(R')+\omega_{v}(R')\bigr)\le\tfrac{1}{\alpha}.

By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §perturbed, applied with this δ\delta, fix a real cc as there. Let

θ=min⁡{12, τ−ξ2, β8, ρβ16(σ2+1)(∣c−e∣+1), rm8Rd}.\theta=\min\Bigl\{\tfrac{1}{2},\ \tfrac{\tau-\xi}{2},\ \tfrac{\beta}{8},\ \frac{\rho\beta}{16(\sigma^{2}+1)(|c-e|+1)},\ \frac{r_{\mathrm{m}}}{8R\sqrt{d}}\Bigr\}.

Then 0<θ<10<\theta<1, ξ+θ<τ\xi+\theta<\tau, θ≤β/8\theta\le\beta/8, 2σ2∣c−e∣ θ≤ρβ/82\sigma^{2}|c-e|\,\theta\le\rho\beta/8 and 4Rd θ<rm4R\sqrt{d}\,\theta<r_{\mathrm{m}}. By the same clause, applied with α\alpha and θ\theta, fix (μ^,ν^)∈D×D(\hat{\mu},\hat{\nu})\in\mathcal{D}\times\mathcal{D}, sequences (μk)k∈N(\mu_{k})_{k\in\mathbb{N}}, (νk)k∈N(\nu_{k})_{k\in\mathbb{N}} in D\mathcal{D} and positive reals εk\varepsilon_{k} as there, and let Φ\Phi be as there; thus ∑k=1∞εk≤θ\sum_{k=1}^{\infty}\varepsilon_{k}\le\theta, all of E(μ^)\mathcal{E}(\hat{\mu}), E(ν^)\mathcal{E}(\hat{\nu}), E(μk)\mathcal{E}(\mu_{k}), E(νk)\mathcal{E}(\nu_{k}) are at most cc, Ψδ,α(μ^,ν^)≥S(δ,α)−θ\Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})\ge S(\delta,\alpha)-\theta, and Φ(μ,ν)<Φ(μ^,ν^)\Phi(\mu,\nu)<\Phi(\hat{\mu},\hat{\nu}) for every (μ,ν)∈D×D(\mu,\nu)\in\mathcal{D}\times\mathcal{D} other than (μ^,ν^)(\hat{\mu},\hat{\nu}). Put W=W2(μ^,ν^)W=W_{2}(\hat{\mu},\hat{\nu}). All these laws lie in D⊆Σd,R\mathcal{D}\subseteq\Sigma_{d,R} (Step 1). Since e≤E(μ^)≤ce\le\mathcal{E}(\hat{\mu})\le c, we have c−e≥0c-e\ge0, hence 2σ2(c−e)θ≤ρβ/82\sigma^{2}(c-e)\theta\le\rho\beta/8.

For (μ,ν)∈D×D(\mu,\nu)\in\mathcal{D}\times\mathcal{D} the series ∑kεkW2(μ,μk)2\sum_{k}\varepsilon_{k}W_{2}(\mu,\mu_{k})^{2} and ∑kεkW2(ν,νk)2\sum_{k}\varepsilon_{k}W_{2}(\nu,\nu_{k})^{2} have terms in [0,4dR2εk][0,4dR^{2}\varepsilon_{k}] by (F1), so they converge by Series of Nonnegative Real Numbers, Comparison, and the Geometric Series §comparison, compared with ∑k4dR2εk\sum_{k}4dR^{2}\varepsilon_{k}, which converges by the scalar-multiple part of Elementary Properties of Series of Real Numbers §linearity (applied with both of its series taken to be the convergent ∑kεk\sum_{k}\varepsilon_{k}); and, as the sum of two convergent series is the series of the termwise sums by Elementary Properties of Series of Real Numbers §linearity,

Φ(μ,ν)=Ψδ,α(μ,ν)−∑k=1∞εkW2(μ,μk)2−∑k=1∞εkW2(ν,νk)2.\Phi(\mu,\nu)=\Psi_{\delta,\alpha}(\mu,\nu)-\sum_{k=1}^{\infty}\varepsilon_{k}W_{2}(\mu,\mu_{k})^{2}-\sum_{k=1}^{\infty}\varepsilon_{k}W_{2}(\nu,\nu_{k})^{2}.

Likewise, by (F1) and Series of Nonnegative Real Numbers, Comparison, and the Geometric Series §comparison, compared with ∑k2Rd εk\sum_{k}2R\sqrt{d}\,\varepsilon_{k} (convergent by Elementary Properties of Series of Real Numbers §linearity as before), the series ∑kεkW2(μ^,μk)\sum_{k}\varepsilon_{k}W_{2}(\hat{\mu},\mu_{k}) and ∑kεkW2(ν^,νk)\sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k}) converge; and by Elementary Properties of Series of Real Numbers §order together with the scalar-multiple identity of Elementary Properties of Series of Real Numbers §linearity, both sums are at most ∑k2Rd εk=2Rd∑kεk≤2Rd θ\sum_{k}2R\sqrt{d}\,\varepsilon_{k}=2R\sqrt{d}\sum_{k}\varepsilon_{k}\le2R\sqrt{d}\,\theta, the last step by claim 5 of Elementary Arithmetic in an Ordered Field as 0≤2Rd0\le2R\sqrt{d}.

Step 6 (Size of WW). By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §strength, applied with δ\delta, θ\theta, α\alpha, α′=α/2\alpha'=\alpha/2 and the pair (μ^,ν^)(\hat{\mu},\hat{\nu}) (recall Ψδ,α(μ^,ν^)≥S(δ,α)−θ\Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})\ge S(\delta,\alpha)-\theta),

S(δ,α)−θ+α4W2≤S(δ,α/2).S(\delta,\alpha)-\theta+\tfrac{\alpha}{4}W^{2}\le S(\delta,\alpha/2).

Here −e≤∣−e∣=∣e∣-e\le|-e|=|e| by claims 3 and 2 of Properties of the Absolute Value in an Ordered Field, so, as 0≤2δ0\le2\delta, claim 5 of Elementary Arithmetic in an Ordered Field and claim 2 of Zero Products and Elementary Identities in a Field give −2δe=2δ(−e)≤2δ∣e∣-2\delta e=2\delta(-e)\le2\delta|e|, and 2δ∣e∣≤1/α2\delta|e|\le1/\alpha by Step 5. Hence, by Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §bounds, S(δ,α/2)≤S(0,α/2)−2δe≤qm+1/αS(\delta,\alpha/2)\le S(0,\alpha/2)-2\delta e\le q_{m}+1/\alpha, while S(δ,α)≥qm+1−1/αS(\delta,\alpha)\ge q_{m+1}-1/\alpha by Step 5. Therefore α4W2≤ξ+θ<τ\frac{\alpha}{4}W^{2}\le\xi+\theta<\tau. Consequently αW2<4τ≤rs/2\alpha W^{2}<4\tau\le r_{\mathrm{s}}/2, and, as α≥2\alpha\ge2, W2<2τ≤rs2/8<rs2/4W^{2}<2\tau\le r_{\mathrm{s}}^{2}/8<r_{\mathrm{s}}^{2}/4, so W<rs/2W<r_{\mathrm{s}}/2 since W≥0W\ge0. Hence

αW2+W<rs,0≤W≤2Rd,\alpha W^{2}+W<r_{\mathrm{s}},\qquad 0\le W\le2R\sqrt{d},

the second by (F1).

Step 7 (Subsolution test at μ^\hat{\mu}). By The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §attained (with radius RR) fix an optimal coupling γ∈Π(μ^,ν^)\gamma\in\Pi(\hat{\mu},\hat{\nu}) and, for every k∈Nk\in\mathbb{N}, an optimal coupling γk∈Π(μ^,μk)\gamma_{k}\in\Pi(\hat{\mu},\mu_{k}). Put χ1=ν^\chi^{1}=\hat{\nu}, γ1=γ\gamma^{1}=\gamma, a1=α/2a_{1}=\alpha/2, and χk+1=μk\chi^{k+1}=\mu_{k}, γk+1=γk\gamma^{k+1}=\gamma_{k}, ak+1=εka_{k+1}=\varepsilon_{k} for k∈Nk\in\mathbb{N}. Then each χk∈Σd,R\chi^{k}\in\Sigma_{d,R}, each γk∈Π(μ^,χk)\gamma^{k}\in\Pi(\hat{\mu},\chi^{k}) is optimal, and (ak)(a_{k}) is a sequence of nonnegative reals whose series converges, with ∑kak=α/2+∑kεk\sum_{k}a_{k}=\alpha/2+\sum_{k}\varepsilon_{k} by Shifting the Index of a Series of Real Numbers §shift (as ak+1=εka_{k+1}=\varepsilon_{k}). By Gluing Countably Many Noncommutative Couplings with a Common First Marginal in One Tracial W*-Probability Space §glue, applied with RR, μ^\hat{\mu}, (χk)(\chi^{k}) and (γk)(\gamma^{k}) in the roles of RR, μ\mu, (νk)(\nu_{k}) and (γk)(\gamma_{k}), fix a tracial W*-probability space (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}) and self-adjoint dd-tuples ss and tkt^{k} (k∈Nk\in\mathbb{N}) in M1M_{1} with all ∥sj∥op≤R\lVert s_{j}\rVert_{\mathrm{op}}\le R and ∥tjk∥op≤R\lVert t^{k}_{j}\rVert_{\mathrm{op}}\le R, λs=μ^\lambda_{s}=\hat{\mu}, λ(s,tk)=γk\lambda_{(s,t^{k})}=\gamma^{k} and λtk=χk\lambda_{t^{k}}=\chi^{k}. Apply Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws with RR, μ^\hat{\mu}, (χk)(\chi^{k}), (γk)(\gamma^{k}), (ak)(a_{k}), (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}), ss and (tk)(t^{k}) in the roles of RR, μ\mu, (νk)(\nu_{k}), (γk)(\gamma_{k}), (ck)(c_{k}), (H,M,Ω)(H,M,\Omega), ss and (tk)(t^{k}), and let PP, π=λ(s,P)\pi=\lambda_{(s,P)} and φ\varphi be as there.

Strict maximum. Let ν∈D\nu\in\mathcal{D}. By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §superjet, the isometry identity and Shifting the Index of a Series of Real Numbers §shift, φ(κd(ν))=α2W2(ν,ν^)2+∑kεkW2(ν,μk)2\varphi(\kappa_{d}(\nu))=\frac{\alpha}{2}W_{2}(\nu,\hat{\nu})^{2}+\sum_{k}\varepsilon_{k}W_{2}(\nu,\mu_{k})^{2}. Hence, by Step 5, with the real constant C=v(κd(ν^))+δE(ν^)+∑kεkW2(ν^,νk)2C=v(\kappa_{d}(\hat{\nu}))+\delta\mathcal{E}(\hat{\nu})+\sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k})^{2},

u(κd(ν))−φ(κd(ν))−δE(ν)=Φ(ν,ν^)+C.u\bigl(\kappa_{d}(\nu)\bigr)-\varphi\bigl(\kappa_{d}(\nu)\bigr)-\delta\mathcal{E}(\nu)=\Phi(\nu,\hat{\nu})+C.

If ν≠μ^\nu\ne\hat{\mu} then (ν,ν^)≠(μ^,ν^)(\nu,\hat{\nu})\ne(\hat{\mu},\hat{\nu}), so Φ(ν,ν^)<Φ(μ^,ν^)\Phi(\nu,\hat{\nu})<\Phi(\hat{\mu},\hat{\nu}); thus the left-hand side at ν\nu is strictly smaller than at μ^\hat{\mu}.

Momentum bounds. By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §momentum, Shifting the Index of a Series of Real Numbers §shift, (F1), Step 5 and Step 4 (as θ<1\theta<1),

∥PΩ1∥2≤2∑k=1∞akW2(μ^,χk)=αW+2∑k=1∞εkW2(μ^,μk)≤2αRd+4Rd θ≤R′.\lVert P\Omega_{1}\rVert_{2}\le2\sum_{k=1}^{\infty}a_{k}W_{2}(\hat{\mu},\chi^{k})=\alpha W+2\sum_{k=1}^{\infty}\varepsilon_{k}W_{2}(\hat{\mu},\mu_{k})\le2\alpha R\sqrt{d}+4R\sqrt{d}\,\theta\le R'.

Put X=sΩ1X=s\Omega_{1} and Y=t1Ω1Y=t^{1}\Omega_{1}, L2L^{2} dd-tuples of (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}) with law(X)=κd(μ^)\mathrm{law}(X)=\kappa_{d}(\hat{\mu}) and law(Y)=κd(ν^)\mathrm{law}(Y)=\kappa_{d}(\hat{\nu}) by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §bounded. By (F2) with (a,b)=(s,t1)(a,b)=(s,t^{1}), ∥X−Y∥22=I(γ)=W2\lVert X-Y\rVert_{2}^{2}=I(\gamma)=W^{2} as γ\gamma is optimal (The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §optimal), so ∥X−Y∥2=W\lVert X-Y\rVert_{2}=W and ∥α(X−Y)∥2=αW≤2αRd≤R′\lVert\alpha(X-Y)\rVert_{2}=\alpha W\le2\alpha R\sqrt{d}\le R'. Since 2a1(sΩ1−t1Ω1)=α(X−Y)2a_{1}(s\Omega_{1}-t^{1}\Omega_{1})=\alpha(X-Y), the tail bound of Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §momentum with n=1n=1 and Step 5 give

∥PΩ1−α(X−Y)∥2≤2∑k=1∞εkW2(μ^,μk)≤4Rd θ<rm.\bigl\lVert P\Omega_{1}-\alpha(X-Y)\bigr\rVert_{2}\le2\sum_{k=1}^{\infty}\varepsilon_{k}W_{2}(\hat{\mu},\mu_{k})\le4R\sqrt{d}\,\theta<r_{\mathrm{m}}.

As ∥sj∥op≤R≤R′\lVert s_{j}\rVert_{\mathrm{op}}\le R\le R', Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §law gives μ^=λs∈Σd,R′\hat{\mu}=\lambda_{s}\in\Sigma_{d,R'}, so law(X)∈κd(Σd,R′)\mathrm{law}(X)\in\kappa_{d}(\Sigma_{d,R'}). By (F3) with (a,p)=(s,P)(a,p)=(s,P) and the choice of rmr_{\mathrm{m}} in Step 4 (with i=1i=1),

H(κ2d(π))=HM1(X,PΩ1)>HM1(X,α(X−Y))−ρβ8.\mathcal{H}\bigl(\kappa_{2d}(\pi)\bigr)=\mathcal{H}_{M_{1}}(X,P\Omega_{1})>\mathcal{H}_{M_{1}}\bigl(X,\alpha(X-Y)\bigr)-\tfrac{\rho\beta}{8}.

The subsolution inequality. By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §plans, π\pi is a bounded plan at μ^\hat{\mu} with ∣π∣mom=∥PΩ1∥2≤R′|\pi|_{\mathrm{mom}}=\lVert P\Omega_{1}\rVert_{2}\le R', and by Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §superjet, κ2d(π)∈J+φ(κd(μ^))\kappa_{2d}(\pi)\in J^{+}\varphi(\kappa_{d}(\hat{\mu})). Now Free-Energy-Penalised Viscosity Subsolutions, Supersolutions and Solutions of the Discounted HJB Equation with Free Langevin Noise in a Wall §sub, applied to uu with (δu,ωu)(\delta_{u},\omega_{u}), the test function φ\varphi, the weight δ\delta (recall 0<δ≤δu0<\delta\le\delta_{u}), the law μ^\hat{\mu} and the plan π\pi, gives μ^∈DΞ\hat{\mu}\in\mathcal{D}_{\Xi} and, as ωu\omega_{u} is nondecreasing,

ρ u(κd(μ^))+H(κ2d(π))+σ22J(Ξ(μ^),π)≤δ ωu(R′).\rho\,u\bigl(\kappa_{d}(\hat{\mu})\bigr)+\mathcal{H}\bigl(\kappa_{2d}(\pi)\bigr)+\tfrac{\sigma^{2}}{2}\mathcal{J}\bigl(\Xi(\hat{\mu}),\pi\bigr)\le\delta\,\omega_{u}(R').

By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §pairing, applied to ζ=Ξ(μ^)\zeta=\Xi(\hat{\mu}), which lies in Hμ^d\mathcal{H}_{\hat{\mu}}^{d} by The Wall-Confined Free Energy and Its Score §score as μ^∈DΞ\hat{\mu}\in\mathcal{D}_{\Xi}, and by Shifting the Index of a Series of Real Numbers §shift, J(Ξ(μ^),π)=αJγ1(Ξ(μ^))+∑k2εkJγk1(Ξ(μ^))\mathcal{J}(\Xi(\hat{\mu}),\pi)=\alpha\mathcal{J}^{1}_{\gamma}(\Xi(\hat{\mu}))+\sum_{k}2\varepsilon_{k}\mathcal{J}^{1}_{\gamma_{k}}(\Xi(\hat{\mu})). For each kk, Tangent Inequalities for the Wall Energy along Couplings and for the Wall-Confined Free Energy along Optimal Couplings §tangent (with μ^∈DΞ\hat{\mu}\in\mathcal{D}_{\Xi}, μk∈D\mu_{k}\in\mathcal{D} and γk\gamma_{k} optimal) gives Jγk1(Ξ(μ^))≥E(μ^)−E(μk)≥e−c\mathcal{J}^{1}_{\gamma_{k}}(\Xi(\hat{\mu}))\ge\mathcal{E}(\hat{\mu})-\mathcal{E}(\mu_{k})\ge e-c. Hence, as εk>0\varepsilon_{k}>0, the convergent series ∑k2εkJγk1(Ξ(μ^))\sum_{k}2\varepsilon_{k}\mathcal{J}^{1}_{\gamma_{k}}(\Xi(\hat{\mu})) dominates termwise the series ∑k2(e−c)εk\sum_{k}2(e-c)\varepsilon_{k}, which converges with sum 2(e−c)∑kεk2(e-c)\sum_{k}\varepsilon_{k} by Elementary Properties of Series of Real Numbers §linearity; so Elementary Properties of Series of Real Numbers §order and, as e−c≤0e-c\le0 and ∑kεk≤θ\sum_{k}\varepsilon_{k}\le\theta, claim 5 of Elementary Arithmetic in an Ordered Field give

J(Ξ(μ^),π)≥αJγ1(Ξ(μ^))+2(e−c)∑k=1∞εk≥αJγ1(Ξ(μ^))−2(c−e)θ.\mathcal{J}\bigl(\Xi(\hat{\mu}),\pi\bigr)\ge\alpha\mathcal{J}^{1}_{\gamma}\bigl(\Xi(\hat{\mu})\bigr)+2(e-c)\sum_{k=1}^{\infty}\varepsilon_{k}\ge\alpha\mathcal{J}^{1}_{\gamma}\bigl(\Xi(\hat{\mu})\bigr)-2(c-e)\theta.

Step 8 (Supersolution test at ν^\hat{\nu}). Let γ′=λ(t1,s)\gamma'=\lambda_{(t^{1},s)}. By (F2) with (a,b)=(t1,s)(a,b)=(t^{1},s), γ′∈Π(λt1,λs)=Π(ν^,μ^)\gamma'\in\Pi(\lambda_{t^{1}},\lambda_{s})=\Pi(\hat{\nu},\hat{\mu}) and I(γ′)=∥sΩ1−t1Ω1∥22=W2=W2(ν^,μ^)2I(\gamma')=\lVert s\Omega_{1}-t^{1}\Omega_{1}\rVert_{2}^{2}=W^{2}=W_{2}(\hat{\nu},\hat{\mu})^{2} (Step 7 and The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §symmetry), so γ′\gamma' is optimal. By The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §attained fix, for every k∈Nk\in\mathbb{N}, an optimal coupling γk′∈Π(ν^,νk)\gamma'_{k}\in\Pi(\hat{\nu},\nu_{k}). Put χ′1=μ^\chi'^{1}=\hat{\mu}, γ′1=γ′\gamma'^{1}=\gamma', and χ′k+1=νk\chi'^{k+1}=\nu_{k}, γ′k+1=γk′\gamma'^{k+1}=\gamma'_{k} for k∈Nk\in\mathbb{N}, and keep the weights (ak)(a_{k}) of Step 7. By Gluing Countably Many Noncommutative Couplings with a Common First Marginal in One Tracial W*-Probability Space §glue, applied with RR, ν^\hat{\nu}, (χ′k)(\chi'^{k}) and (γ′k)(\gamma'^{k}), fix a tracial W*-probability space (H2,M2,Ω2)(H_{2},M_{2},\Omega_{2}) and self-adjoint dd-tuples s′s' and t′kt'^{k} (k∈Nk\in\mathbb{N}) in M2M_{2} with all ∥sj′∥op≤R\lVert s'_{j}\rVert_{\mathrm{op}}\le R and ∥tj′k∥op≤R\lVert t'^{k}_{j}\rVert_{\mathrm{op}}\le R, λs′=ν^\lambda_{s'}=\hat{\nu}, λ(s′,t′k)=γ′k\lambda_{(s',t'^{k})}=\gamma'^{k} and λt′k=χ′k\lambda_{t'^{k}}=\chi'^{k}. Apply Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws with RR, ν^\hat{\nu}, (χ′k)(\chi'^{k}), (γ′k)(\gamma'^{k}), (ak)(a_{k}), (H2,M2,Ω2)(H_{2},M_{2},\Omega_{2}), s′s' and (t′k)(t'^{k}) in the roles of RR, μ\mu, (νk)(\nu_{k}), (γk)(\gamma_{k}), (ck)(c_{k}), (H,M,Ω)(H,M,\Omega), ss and (tk)(t^{k}), and let P′P', π′=λ(s′,P′)\pi'=\lambda_{(s',P')}, π′−=λ(s′,−P′)\pi'^{-}=\lambda_{(s',-P')} and φ′\varphi' be the objects called PP, π\pi, π−\pi^{-} and φ\varphi there.

Strict minimum. Let ν∈D\nu\in\mathcal{D}. As in Step 7, now also using The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §symmetry, φ′(κd(ν))=α2W2(μ^,ν)2+∑kεkW2(ν,νk)2\varphi'(\kappa_{d}(\nu))=\frac{\alpha}{2}W_{2}(\hat{\mu},\nu)^{2}+\sum_{k}\varepsilon_{k}W_{2}(\nu,\nu_{k})^{2}, so, with the real constant C′=u(κd(μ^))−δE(μ^)−∑kεkW2(μ^,μk)2C'=u(\kappa_{d}(\hat{\mu}))-\delta\mathcal{E}(\hat{\mu})-\sum_{k}\varepsilon_{k}W_{2}(\hat{\mu},\mu_{k})^{2} and Step 5,

v(κd(ν))−(−φ′)(κd(ν))+δE(ν)=C′−Φ(μ^,ν).v\bigl(\kappa_{d}(\nu)\bigr)-(-\varphi')\bigl(\kappa_{d}(\nu)\bigr)+\delta\mathcal{E}(\nu)=C'-\Phi(\hat{\mu},\nu).

If ν≠ν^\nu\ne\hat{\nu} then Φ(μ^,ν)<Φ(μ^,ν^)\Phi(\hat{\mu},\nu)<\Phi(\hat{\mu},\hat{\nu}), so the left-hand side at ν\nu is strictly larger than at ν^\hat{\nu}.

Momentum bounds. As in Step 7, by Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §momentum, (F1), The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §symmetry and Step 5, ∥P′Ω2∥2≤αW+2∑kεkW2(ν^,νk)≤R′\lVert P'\Omega_{2}\rVert_{2}\le\alpha W+2\sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k})\le R', and ∥(−P′)Ω2∥2=∥P′Ω2∥2\lVert(-P')\Omega_{2}\rVert_{2}=\lVert P'\Omega_{2}\rVert_{2} since (−P′)Ω2=−(P′Ω2)(-P')\Omega_{2}=-(P'\Omega_{2}) componentwise. Put X′=s′Ω2X'=s'\Omega_{2} and Q′=α(t′1Ω2−s′Ω2)Q'=\alpha(t'^{1}\Omega_{2}-s'\Omega_{2}). By (F2) with (a,b)=(s′,t′1)(a,b)=(s',t'^{1}), ∥t′1Ω2−s′Ω2∥22=I(γ′)=W2\lVert t'^{1}\Omega_{2}-s'\Omega_{2}\rVert_{2}^{2}=I(\gamma')=W^{2}, so ∥Q′∥2=αW≤R′\lVert Q'\rVert_{2}=\alpha W\le R'. Componentwise, (−P′)Ω2−Q′=−(P′Ω2−2a1(s′Ω2−t′1Ω2))(-P')\Omega_{2}-Q'=-\bigl(P'\Omega_{2}-2a_{1}(s'\Omega_{2}-t'^{1}\Omega_{2})\bigr), so the tail bound of Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §momentum with n=1n=1 and Step 5 give ∥(−P′)Ω2−Q′∥2≤2∑kεkW2(ν^,νk)≤4Rd θ<rm\lVert(-P')\Omega_{2}-Q'\rVert_{2}\le2\sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k})\le4R\sqrt{d}\,\theta<r_{\mathrm{m}}. As in Step 7, law(X′)=κd(ν^)∈κd(Σd,R′)\mathrm{law}(X')=\kappa_{d}(\hat{\nu})\in\kappa_{d}(\Sigma_{d,R'}). By (F3) with (a,p)=(s′,−P′)(a,p)=(s',-P') and Step 4 (with i=2i=2), H(κ2d(π′−))=HM2(X′,(−P′)Ω2)<HM2(X′,Q′)+ρβ/8\mathcal{H}(\kappa_{2d}(\pi'^{-}))=\mathcal{H}_{M_{2}}(X',(-P')\Omega_{2})<\mathcal{H}_{M_{2}}(X',Q')+\rho\beta/8. Finally, λ(s′,t′1)=γ′=λ(t1,s)\lambda_{(s',t'^{1})}=\gamma'=\lambda_{(t^{1},s)}, so (F2), applied in (H2,M2,Ω2)(H_{2},M_{2},\Omega_{2}) with (a,b)=(s′,t′1)(a,b)=(s',t'^{1}) and in (H1,M1,Ω1)(H_{1},M_{1},\Omega_{1}) with (a,b)=(t1,s)(a,b)=(t^{1},s), gives HM2(X′,Q′)=H(κ2d(γ′∘σTα))=HM1(Y,α(X−Y))\mathcal{H}_{M_{2}}(X',Q')=\mathcal{H}(\kappa_{2d}(\gamma'\circ\sigma_{T_{\alpha}}))=\mathcal{H}_{M_{1}}(Y,\alpha(X-Y)), with X,YX,Y as in Step 7. Hence

H(κ2d(π′−))<HM1(Y,α(X−Y))+ρβ8.\mathcal{H}\bigl(\kappa_{2d}(\pi'^{-})\bigr)<\mathcal{H}_{M_{1}}\bigl(Y,\alpha(X-Y)\bigr)+\tfrac{\rho\beta}{8}.

The supersolution inequality. By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §plans, π′−\pi'^{-} is a bounded plan at ν^\hat{\nu} with ∣π′−∣mom=∥P′Ω2∥2≤R′|\pi'^{-}|_{\mathrm{mom}}=\lVert P'\Omega_{2}\rVert_{2}\le R', and by Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §subjet, κ2d(π′−)∈J−(−φ′)(κd(ν^))\kappa_{2d}(\pi'^{-})\in J^{-}(-\varphi')(\kappa_{d}(\hat{\nu})). Now Free-Energy-Penalised Viscosity Subsolutions, Supersolutions and Solutions of the Discounted HJB Equation with Free Langevin Noise in a Wall §super, applied to vv with (δv,ωv)(\delta_{v},\omega_{v}), the test function −φ′-\varphi', the weight δ\delta (recall 0<δ≤δv0<\delta\le\delta_{v}), the law ν^\hat{\nu} and the plan π′−\pi'^{-}, gives ν^∈DΞ\hat{\nu}\in\mathcal{D}_{\Xi} and, as ωv\omega_{v} is nondecreasing,

ρ v(κd(ν^))+H(κ2d(π′−))+σ22J(Ξ(ν^),π′−)≥−δ ωv(R′).\rho\,v\bigl(\kappa_{d}(\hat{\nu})\bigr)+\mathcal{H}\bigl(\kappa_{2d}(\pi'^{-})\bigr)+\tfrac{\sigma^{2}}{2}\mathcal{J}\bigl(\Xi(\hat{\nu}),\pi'^{-}\bigr)\ge-\delta\,\omega_{v}(R').

By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §pairing, applied to ζ=Ξ(ν^)\zeta=\Xi(\hat{\nu}), which lies in Hν^d\mathcal{H}_{\hat{\nu}}^{d} by The Wall-Confined Free Energy and Its Score §score as ν^∈DΞ\hat{\nu}\in\mathcal{D}_{\Xi}, and by Shifting the Index of a Series of Real Numbers §shift, J(Ξ(ν^),π′−)=−αJγ′1(Ξ(ν^))−∑k2εkJγk′1(Ξ(ν^))\mathcal{J}(\Xi(\hat{\nu}),\pi'^{-})=-\alpha\mathcal{J}^{1}_{\gamma'}(\Xi(\hat{\nu}))-\sum_{k}2\varepsilon_{k}\mathcal{J}^{1}_{\gamma'_{k}}(\Xi(\hat{\nu})), and, exactly as in Step 7, Tangent Inequalities for the Wall Energy along Couplings and for the Wall-Confined Free Energy along Optimal Couplings §tangent (with ν^∈DΞ\hat{\nu}\in\mathcal{D}_{\Xi}, νk∈D\nu_{k}\in\mathcal{D} and γk′\gamma'_{k} optimal) gives Jγk′1(Ξ(ν^))≥e−c\mathcal{J}^{1}_{\gamma'_{k}}(\Xi(\hat{\nu}))\ge e-c, so, by the same use of Elementary Properties of Series of Real Numbers §order and Elementary Properties of Series of Real Numbers §linearity as in Step 7,

J(Ξ(ν^),π′−)≤−αJγ′1(Ξ(ν^))+2(c−e)θ.\mathcal{J}\bigl(\Xi(\hat{\nu}),\pi'^{-}\bigr)\le-\alpha\mathcal{J}^{1}_{\gamma'}\bigl(\Xi(\hat{\nu})\bigr)+2(c-e)\theta.

Step 9 (Upper bound). Subtracting the supersolution inequality of Step 8 from the subsolution inequality of Step 7 and using the last inequality of Step 5,

ρ(u(κd(μ^))−v(κd(ν^)))≤H(κ2d(π′−))−H(κ2d(π))−σ22(J(Ξ(μ^),π)−J(Ξ(ν^),π′−))+1α.\rho\bigl(u(\kappa_{d}(\hat{\mu}))-v(\kappa_{d}(\hat{\nu}))\bigr)\le\mathcal{H}\bigl(\kappa_{2d}(\pi'^{-})\bigr)-\mathcal{H}\bigl(\kappa_{2d}(\pi)\bigr)-\tfrac{\sigma^{2}}{2}\Bigl(\mathcal{J}\bigl(\Xi(\hat{\mu}),\pi\bigr)-\mathcal{J}\bigl(\Xi(\hat{\nu}),\pi'^{-}\bigr)\Bigr)+\tfrac{1}{\alpha}.

By the pairing estimates of Steps 7 and 8, the bracket is at least α(Jγ1(Ξ(μ^))+Jγ′1(Ξ(ν^)))−4(c−e)θ\alpha\bigl(\mathcal{J}^{1}_{\gamma}(\Xi(\hat{\mu}))+\mathcal{J}^{1}_{\gamma'}(\Xi(\hat{\nu}))\bigr)-4(c-e)\theta. By Tangent Inequalities for the Wall Energy along Couplings and for the Wall-Confined Free Energy along Optimal Couplings §tangent, applied to (μ^,ν^,γ)(\hat{\mu},\hat{\nu},\gamma) and to (ν^,μ^,γ′)(\hat{\nu},\hat{\mu},\gamma') (both base points lie in DΞ\mathcal{D}_{\Xi} by Steps 7 and 8, and γ,γ′\gamma,\gamma' are optimal), Jγ1(Ξ(μ^))≥E(μ^)−E(ν^)\mathcal{J}^{1}_{\gamma}(\Xi(\hat{\mu}))\ge\mathcal{E}(\hat{\mu})-\mathcal{E}(\hat{\nu}) and Jγ′1(Ξ(ν^))≥E(ν^)−E(μ^)\mathcal{J}^{1}_{\gamma'}(\Xi(\hat{\nu}))\ge\mathcal{E}(\hat{\nu})-\mathcal{E}(\hat{\mu}), so the sum of the two is nonnegative. Hence, as σ2≥0\sigma^{2}\ge0 and 2σ2(c−e)θ≤ρβ/82\sigma^{2}(c-e)\theta\le\rho\beta/8 (Step 5), the pairing term contributes at most ρβ/8\rho\beta/8. By the Hamiltonian estimates of Steps 7 and 8,

H(κ2d(π′−))−H(κ2d(π))<HM1(Y,α(X−Y))−HM1(X,α(X−Y))+ρβ4<ρβ2+ρβ4,\mathcal{H}\bigl(\kappa_{2d}(\pi'^{-})\bigr)-\mathcal{H}\bigl(\kappa_{2d}(\pi)\bigr)<\mathcal{H}_{M_{1}}\bigl(Y,\alpha(X-Y)\bigr)-\mathcal{H}_{M_{1}}\bigl(X,\alpha(X-Y)\bigr)+\tfrac{\rho\beta}{4}<\tfrac{\rho\beta}{2}+\tfrac{\rho\beta}{4},

the last by the choice of rsr_{\mathrm{s}} in Step 3, since law(X)=κd(μ^)\mathrm{law}(X)=\kappa_{d}(\hat{\mu}) and law(Y)=κd(ν^)\mathrm{law}(Y)=\kappa_{d}(\hat{\nu}) lie in κd(Σd,R)\kappa_{d}(\Sigma_{d,R}) and α∥X−Y∥22+∥X−Y∥2=αW2+W<rs\alpha\lVert X-Y\rVert_{2}^{2}+\lVert X-Y\rVert_{2}=\alpha W^{2}+W<r_{\mathrm{s}} by Steps 7 and 6. Therefore

ρ(u(κd(μ^))−v(κd(ν^)))<78ρβ+1α.\rho\bigl(u(\kappa_{d}(\hat{\mu}))-v(\kappa_{d}(\hat{\nu}))\bigr)<\tfrac{7}{8}\rho\beta+\tfrac{1}{\alpha}.

Step 10 (Lower bound and contradiction). Since Ψδ,α(μ^,ν^)≥S(δ,α)−θ\Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})\ge S(\delta,\alpha)-\theta, W2≥0W^{2}\ge0, E(μ^),E(ν^)≥e\mathcal{E}(\hat{\mu}),\mathcal{E}(\hat{\nu})\ge e (Step 1) and 2δe≥−2δ∣e∣2\delta e\ge-2\delta|e| (Step 6),

u(κd(μ^))−v(κd(ν^))=Ψδ,α(μ^,ν^)+α2W2+δE(μ^)+δE(ν^)≥S(δ,α)−θ−2δ∣e∣≥qm+1−2α−θ≥2β−2α−β8,u\bigl(\kappa_{d}(\hat{\mu})\bigr)-v\bigl(\kappa_{d}(\hat{\nu})\bigr)=\Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})+\tfrac{\alpha}{2}W^{2}+\delta\mathcal{E}(\hat{\mu})+\delta\mathcal{E}(\hat{\nu})\ge S(\delta,\alpha)-\theta-2\delta|e|\ge q_{m+1}-\tfrac{2}{\alpha}-\theta\ge2\beta-\tfrac{2}{\alpha}-\tfrac{\beta}{8},

by Step 5 and Step 2. Multiplying by ρ>0\rho>0 and combining with Step 9 gives 2ρβ−2ρα−ρβ8<78ρβ+1α2\rho\beta-\frac{2\rho}{\alpha}-\frac{\rho\beta}{8}<\frac{7}{8}\rho\beta+\frac{1}{\alpha}, that is, ρβ<2ρ+1α\rho\beta<\frac{2\rho+1}{\alpha}, which contradicts Step 3. Hence u(κd(μ))≤v(κd(μ))u(\kappa_{d}(\mu))\le v(\kappa_{d}(\mu)) for every μ∈D\mu\in\mathcal{D}.

Proof of clause 2 (uniqueness). Step 11. By Free-Energy-Penalised Viscosity Subsolutions, Supersolutions and Solutions of the Discounted HJB Equation with Free Langevin Noise in a Wall §solution, each of uu and vv is both a free-energy-penalised viscosity subsolution and a free-energy-penalised viscosity supersolution of (E)(\mathrm{E}), and by hypothesis the functions μ↦u(κd(μ))\mu\mapsto u(\kappa_{d}(\mu)) and μ↦v(κd(μ))\mu\mapsto v(\kappa_{d}(\mu)) on D\mathcal{D} are both upper and lower semicontinuous on D\mathcal{D}. Clause 1 applied to the pair (u,v)(u,v) gives u(κd(μ))≤v(κd(μ))u(\kappa_{d}(\mu))\le v(\kappa_{d}(\mu)), and clause 1 applied to the pair (v,u)(v,u) gives v(κd(μ))≤u(κd(μ))v(\kappa_{d}(\mu))\le u(\kappa_{d}(\mu)), for every μ∈D\mu\in\mathcal{D}. Hence u(κd(μ))=v(κd(μ))u(\kappa_{d}(\mu))=v(\kappa_{d}(\mu)) for every μ∈D\mu\in\mathcal{D}.

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