Each result cited is universally quantified over the data in its own statement. Throughout, ρ \rho ρ , σ \sigma σ and R R R 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} D , E \mathcal{E} E , D Ξ \mathcal{D}_{\Xi} D Ξ and Ξ \Xi Ξ 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} H as in The Discounted Hamilton-Jacobi-Bellman Equation with Free Langevin Noise in a Wall on Noncommutative Laws: Standing Notation §hamiltonian , with lifts H M \mathcal{H}_{M} 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 ( D 0 , E 0 ) (\mathcal{D}_{0},\mathcal{E}_{0}) ( D 0 , E 0 ) and the radius R R R 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 , Σ d 2 \Sigma^{2}_{d} Σ d 2 is the metric completion of ( Σ d , W 2 ) (\Sigma_{d},W_{2}) ( Σ d , W 2 ) with metric W ^ 2 \widehat{W}_{2} W 2 and canonical map κ d \kappa_{d} κ 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 ( κ d ( λ ) , κ d ( λ ′ ) ) = W 2 ( λ , λ ′ ) for all λ , λ ′ ∈ Σ d . \widehat{W}_{2}\bigl(\kappa_{d}(\lambda),\kappa_{d}(\lambda')\bigr)=W_{2}(\lambda,\lambda')\qquad\text{for all }\lambda,\lambda'\in\Sigma_{d}. W 2 ( κ d ( λ ) , κ d ( λ ′ ) ) = W 2 ( λ , λ ′ ) for all λ , λ ′ ∈ Σ d .
Tracial W*-probability spaces are written ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) and ( H 2 , M 2 , Ω 2 ) (H_{2},M_{2},\Omega_{2}) ( H 2 , M 2 , Ω 2 ) below, to avoid clashes with Ψ δ , α \Psi_{\delta,\alpha} Ψ δ , α (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 L 2 L^{2} L 2 norm ∥ ⋅ ∥ 2 \lVert\cdot\rVert_{2} ∥ ⋅ ∥ 2 of L 2 L^{2} L 2 d d d -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} ∥ ⋅ ∥ 2 is the norm of the Hilbert space H d H^{d} H d by Sums, Real Multiples and the Pairing of Square-Integrable Tuples in a Tracial W*-Probability Space §pairing , so ∥ t Z ∥ 2 = ∣ t ∣ ∥ Z ∥ 2 \lVert tZ\rVert_{2}=|t|\,\lVert Z\rVert_{2} ∥ tZ ∥ 2 = ∣ t ∣ ∥ Z ∥ 2 for real t t t .
Preliminary facts. (F1) For all λ , λ ′ ∈ Σ d , R \lambda,\lambda'\in\Sigma_{d,R} λ , λ ′ ∈ Σ d , R , 0 ≤ W 2 ( λ , λ ′ ) ≤ 2 R d 0\le W_{2}(\lambda,\lambda')\le2R\sqrt{d} 0 ≤ W 2 ( λ , λ ′ ) ≤ 2 R d : W 2 W_{2} W 2 is nonnegative by The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §distance , and W 2 ( λ , λ ′ ) 2 ≤ 4 d R 2 = ( 2 R d ) 2 W_{2}(\lambda,\lambda')^{2}\le4dR^{2}=(2R\sqrt{d})^{2} W 2 ( λ , λ ′ ) 2 ≤ 4 d R 2 = ( 2 R d ) 2 by The Noncommutative Laws with a Norm Bound Form a Complete Bounded Metric Space with Interpolation Points §bounded ; as 0 ≤ 2 R d 0\le2R\sqrt{d} 0 ≤ 2 R d , claim 2 of Monotonicity of Squaring on the Nonnegative Elements of an Ordered Field gives W 2 ( λ , λ ′ ) ≤ 2 R d W_{2}(\lambda,\lambda')\le2R\sqrt{d} W 2 ( λ , λ ′ ) ≤ 2 R d .
(F2) For a real α > 0 \alpha>0 α > 0 let T α = ( A , 0 ) T_{\alpha}=(A,0) T α = ( A , 0 ) be the affine datum from 2 d 2d 2 d to 2 d 2d 2 d variables with zero shift and with A j j = 1 A_{jj}=1 A jj = 1 , A d + j , j = − α A_{d+j,j}=-\alpha A d + j , j = − α and A d + j , d + j = α A_{d+j,d+j}=\alpha A d + j , d + j = α for j ∈ [ d ] j\in[d] j ∈ [ d ] , all other entries of A A A being 0 0 0 . Let i ∈ { 1 , 2 } i\in\{1,2\} i ∈ { 1 , 2 } and let a , b a,b a , b be self-adjoint d d d -tuples in M i M_{i} M 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) ( a , b ) is a self-adjoint 2 d 2d 2 d -tuple in M i M_{i} M i , λ ( a , b ) ∈ Π ( λ a , λ b ) \lambda_{(a,b)}\in\Pi(\lambda_{a},\lambda_{b}) λ ( a , b ) ∈ Π ( λ a , λ b ) and I ( λ ( a , b ) ) = ∑ j = 1 d ∥ a j Ω i − b j Ω i ∥ 2 I(\lambda_{(a,b)})=\sum_{j=1}^{d}\lVert a_{j}\Omega_{i}-b_{j}\Omega_{i}\rVert^{2} I ( λ ( a , b ) ) = ∑ j = 1 d ∥ a j Ω i − b j Ω i ∥ 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 ∥ a Ω i − b Ω i ∥ 2 2 \lVert a\Omega_{i}-b\Omega_{i}\rVert_{2}^{2} ∥ a Ω i − b Ω i ∥ 2 2 and ∥ b Ω i − a Ω i ∥ 2 2 \lVert b\Omega_{i}-a\Omega_{i}\rVert_{2}^{2} ∥ b Ω i − a Ω i ∥ 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) ( a , b ) and T α T_{\alpha} T α , the 2 d 2d 2 d -tuple w w w with w j = a j w_{j}=a_{j} w j = a j and w d + j = α b j − α a j w_{d+j}=\alpha b_{j}-\alpha a_{j} w d + j = α b j − α a j (j ∈ [ d ] j\in[d] j ∈ [ d ] ) is a self-adjoint 2 d 2d 2 d -tuple in M i M_{i} M i whose vacuum tuple is the pair ( a Ω i , α ( b Ω i − a Ω i ) ) (a\Omega_{i},\alpha(b\Omega_{i}-a\Omega_{i})) ( a Ω i , α ( b Ω i − a Ω i )) of Square-Integrable Tuples in a Tracial W*-Probability Space: Their Norm, Affine Images, Pairs, Embedded Images and Laws §operations , and λ w = λ ( a , b ) ∘ σ T α \lambda_{w}=\lambda_{(a,b)}\circ\sigma_{T_{\alpha}} λ w = λ ( a , b ) ∘ σ T α . 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 ,
H M i ( a Ω i , α ( b Ω i − a Ω i ) ) = H ( κ 2 d ( λ ( a , b ) ∘ σ T α ) ) , \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), H M i ( a Ω i , α ( b Ω i − a Ω i ) ) = H ( κ 2 d ( λ ( a , b ) ∘ σ T α ) ) ,
which depends only on α \alpha α and on the law λ ( a , b ) \lambda_{(a,b)} λ ( a , b ) .
(F3) Let i ∈ { 1 , 2 } i\in\{1,2\} i ∈ { 1 , 2 } and let a , p a,p a , p be self-adjoint d d d -tuples in M i M_{i} M 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) ( a , p ) is a self-adjoint 2 d 2d 2 d -tuple in M i M_{i} M i ; its vacuum tuple is the pair ( a Ω i , p Ω i ) (a\Omega_{i},p\Omega_{i}) ( a Ω i , p Ω i ) , so H ( κ 2 d ( λ ( a , p ) ) ) = H M i ( a Ω i , p Ω i ) \mathcal{H}(\kappa_{2d}(\lambda_{(a,p)}))=\mathcal{H}_{M_{i}}(a\Omega_{i},p\Omega_{i}) H ( κ 2 d ( λ ( a , p ) )) = H M i ( a Ω i , p Ω 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 β , b b b , e e e , ( δ u , ω u ) (\delta_{u},\omega_{u}) ( δ u , ω u ) , ( δ v , ω v ) (\delta_{v},\omega_{v}) ( δ v , ω v ) (Step 1); r s r_{\mathrm{s}} r s , then τ \tau τ , K K K , m m m and the strength α \alpha α (Step 3); R ′ R' R ′ and r m r_{\mathrm{m}} r m (Step 4); δ 1 \delta_{1} δ 1 , then the weight δ \delta δ , then c c c , then the tolerance θ \theta θ , then ( μ ^ , ν ^ ) (\hat{\mu},\hat{\nu}) ( μ ^ , ν ^ ) , ( μ k ) (\mu_{k}) ( μ k ) , ( ν k ) (\nu_{k}) ( ν k ) and ( ε k ) (\varepsilon_{k}) ( ε k ) (Step 5); then γ \gamma γ , ( γ k ) (\gamma_{k}) ( γ k ) and ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) , s s s , ( t k ) (t^{k}) ( t k ) (Step 7); finally ( γ k ′ ) (\gamma'_{k}) ( γ k ′ ) and ( H 2 , M 2 , Ω 2 ) (H_{2},M_{2},\Omega_{2}) ( H 2 , M 2 , Ω 2 ) , s ′ s' s ′ , ( t ′ k ) (t'^{k}) ( t ′ k ) (Step 8). In particular α \alpha α is fixed before δ \delta δ , and θ \theta θ after δ \delta δ and c c c .
Step 1 (Setup). If D = ∅ \mathcal{D}=\varnothing D = ∅ there is nothing to prove, so assume D ≠ ∅ \mathcal{D}\ne\varnothing D = ∅ . Suppose, for a contradiction, that there is μ 0 ∈ D \mu_{0}\in\mathcal{D} μ 0 ∈ D with u ( κ d ( μ 0 ) ) − v ( κ d ( μ 0 ) ) > 0 u(\kappa_{d}(\mu_{0}))-v(\kappa_{d}(\mu_{0}))>0 u ( κ d ( μ 0 )) − v ( κ d ( μ 0 )) > 0 , and let β > 0 \beta>0 β > 0 be half of this difference. Since u u u and v v v 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 ≥ 0 b\ge0 b ≥ 0 with ∣ u ( λ ) ∣ ≤ b |u(\lambda)|\le b ∣ u ( λ ) ∣ ≤ b and ∣ v ( λ ) ∣ ≤ b |v(\lambda)|\le b ∣ v ( λ ) ∣ ≤ b for every λ ∈ Σ d 2 \lambda\in\Sigma^{2}_{d} λ ∈ Σ d 2 . By The Wall-Confined Free Energy: Norm Bound, Lower Bound, Weak-Star Compact Sublevel Sets and Displacement Monotonicity of the Score §bounds , D ⊆ Σ d , R \mathcal{D}\subseteq\Sigma_{d,R} D ⊆ Σ d , R , and we fix a real e e e with e ≤ E ( λ ) e\le\mathcal{E}(\lambda) e ≤ E ( λ ) for every λ ∈ D \lambda\in\mathcal{D} λ ∈ D . Since u u u is a free-energy-penalised viscosity subsolution , fix a real δ u > 0 \delta_{u}>0 δ u > 0 and a nondecreasing ω u : [ 0 , ∞ ) → [ 0 , ∞ ) \omega_{u}:[0,\infty)\to[0,\infty) ω u : [ 0 , ∞ ) → [ 0 , ∞ ) as there; since v v v is a free-energy-penalised viscosity supersolution , fix a real δ v > 0 \delta_{v}>0 δ v > 0 and a nondecreasing ω v : [ 0 , ∞ ) → [ 0 , ∞ ) \omega_{v}:[0,\infty)\to[0,\infty) ω v : [ 0 , ∞ ) → [ 0 , ∞ ) as there. The hypotheses of Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy now hold with these u u u , v v v , b b b and e e e (the semicontinuity of u u u and v v v on D \mathcal{D} D is assumed in clause 1); let Ψ δ , α \Psi_{\delta,\alpha} Ψ δ , α and S ( δ , α ) S(\delta,\alpha) S ( δ , α ) be as there.
Step 2 (The strength sequence). For k ∈ N k\in\mathbb{N} k ∈ N let q k = S ( 0 , 2 k ) q_{k}=S(0,2^{k}) 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 = μ 0 \lambda=\mu_{0} λ = μ 0 , q k ≥ u ( κ d ( μ 0 ) ) − v ( κ d ( μ 0 ) ) = 2 β q_{k}\ge u(\kappa_{d}(\mu_{0}))-v(\kappa_{d}(\mu_{0}))=2\beta q k ≥ u ( κ d ( μ 0 )) − v ( κ d ( μ 0 )) = 2 β for every k k k . By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §monotone , with 2 k 2^{k} 2 k in the role of α ′ \alpha' α ′ and 2 k + 1 2^{k+1} 2 k + 1 in the role of α \alpha α , q k + 1 ≤ q k q_{k+1}\le q_{k} q k + 1 ≤ q k for every k k k . Thus ( q k ) k ∈ N (q_{k})_{k\in\mathbb{N}} ( q k ) k ∈ N is nonincreasing and its set of terms is bounded below by 2 β 2\beta 2 β , so by A Bounded Monotone Sequence of Real Numbers Converges §nonincreasing it converges to a real number q q q .
Step 3 (Choice of r s r_{\mathrm{s}} r s and of the strength). Since H \mathcal{H} H satisfies the structure condition at bounded positions , applying it with the radius R R R and with η = ρ β / 2 > 0 \eta=\rho\beta/2>0 η = ρβ /2 > 0 gives a real r s > 0 r_{\mathrm{s}}>0 r s > 0 such that, for every tracial W*-probability space ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) , all L 2 L^{2} L 2 d d d -tuples X , Y X,Y X , Y of it with l a w ( X ) ∈ κ d ( Σ d , R ) \mathrm{law}(X)\in\kappa_{d}(\Sigma_{d,R}) law ( X ) ∈ κ d ( Σ d , R ) and l a w ( Y ) ∈ κ d ( Σ d , R ) \mathrm{law}(Y)\in\kappa_{d}(\Sigma_{d,R}) law ( Y ) ∈ κ d ( Σ d , R ) , and every real α > 0 \alpha>0 α > 0 with α ∥ X − Y ∥ 2 2 + ∥ X − Y ∥ 2 < r s \alpha\lVert X-Y\rVert_{2}^{2}+\lVert X-Y\rVert_{2}<r_{\mathrm{s}} α ∥ X − Y ∥ 2 2 + ∥ X − Y ∥ 2 < r s ,
H M 1 ( Y , α ( X − Y ) ) − H M 1 ( X , α ( X − Y ) ) < ρ β 2 . \mathcal{H}_{M_{1}}\bigl(Y,\alpha(X-Y)\bigr)-\mathcal{H}_{M_{1}}\bigl(X,\alpha(X-Y)\bigr)<\tfrac{\rho\beta}{2}. H M 1 ( Y , α ( X − Y ) ) − H M 1 ( X , α ( X − Y ) ) < 2 ρβ .
Let τ = min { r s / 8 , r s 2 / 16 } > 0 \tau=\min\{r_{\mathrm{s}}/8,\,r_{\mathrm{s}}^{2}/16\}>0 τ = min { r s /8 , r s 2 /16 } > 0 . By Step 2 there is K ∈ N K\in\mathbb{N} K ∈ N with ∣ q j − q ∣ < τ / 4 |q_{j}-q|<\tau/4 ∣ q j − q ∣ < τ /4 for every j ≥ K j\ge K j ≥ K . By claim 1 (unboundedness) of The Archimedean Property of the Real Numbers choose n 0 ∈ N n_{0}\in\mathbb{N} n 0 ∈ N with n 0 > max { 4 / τ , ( 2 ρ + 1 ) / ( ρ β ) } n_{0}>\max\{4/\tau,\ (2\rho+1)/(\rho\beta)\} n 0 > max { 4/ τ , ( 2 ρ + 1 ) / ( ρβ )} , and let m ∈ N m\in\mathbb{N} m ∈ N be the larger of n 0 n_{0} n 0 and K K K , so that m ≥ K m\ge K m ≥ K and m ≥ n 0 m\ge n_{0} m ≥ n 0 by claim 1 of Elementary Properties of the Maximum of Two Elements , hence m > max { 4 / τ , ( 2 ρ + 1 ) / ( ρ β ) } m>\max\{4/\tau,\ (2\rho+1)/(\rho\beta)\} m > max { 4/ τ , ( 2 ρ + 1 ) / ( ρβ )} (natural numbers being read in R \mathbb{R} 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 = 2 m + 1 \alpha=2^{m+1} α = 2 m + 1 . Then α ≥ m + 2 > m \alpha\ge m+2>m α ≥ m + 2 > m , since 2 n ≥ n + 1 2^{n}\ge n+1 2 n ≥ n + 1 for every n ∈ N n\in\mathbb{N} n ∈ N by Principle of Induction for the Natural Numbers (as 2 1 = 2 2^{1}=2 2 1 = 2 and 2 n + 1 = 2 n + 2 n ≥ ( n + 1 ) + 1 2^{n+1}=2^{n}+2^{n}\ge(n+1)+1 2 n + 1 = 2 n + 2 n ≥ ( n + 1 ) + 1 ); also α ≥ 2 \alpha\ge2 α ≥ 2 and α / 2 = 2 m \alpha/2=2^{m} α /2 = 2 m , so q m = S ( 0 , α / 2 ) q_{m}=S(0,\alpha/2) q m = S ( 0 , α /2 ) and q m + 1 = S ( 0 , α ) q_{m+1}=S(0,\alpha) q m + 1 = S ( 0 , α ) . Put ξ = q m − q m + 1 + 2 / α \xi=q_{m}-q_{m+1}+2/\alpha ξ = q m − q m + 1 + 2/ α . Since m , m + 1 ≥ K m,m+1\ge K m , m + 1 ≥ K , q m − q m + 1 ≤ ∣ q m − q ∣ + ∣ q m + 1 − q ∣ < τ / 2 q_{m}-q_{m+1}\le|q_{m}-q|+|q_{m+1}-q|<\tau/2 q m − q m + 1 ≤ ∣ q m − q ∣ + ∣ q m + 1 − q ∣ < τ /2 , and 2 / α < 2 / m < τ / 2 2/\alpha<2/m<\tau/2 2/ α < 2/ m < τ /2 ; together with Step 2,
0 ≤ ξ < τ , 2 ρ + 1 α < ρ β . 0\le\xi<\tau,\qquad\frac{2\rho+1}{\alpha}<\rho\beta. 0 ≤ ξ < τ , α 2 ρ + 1 < ρβ .
Step 4 (Choice of the momentum radius and of r m r_{\mathrm{m}} r m ). Let R ′ = R + 2 ( α + 2 ) R d R'=R+2(\alpha+2)R\sqrt{d} R ′ = R + 2 ( α + 2 ) R d , so that R ≤ R ′ R\le R' R ≤ R ′ and 2 α R d + 4 R d ≤ R ′ 2\alpha R\sqrt{d}+4R\sqrt{d}\le R' 2 α R d + 4 R d ≤ R ′ . Since H \mathcal{H} H is uniformly continuous in the momentum at bounded positions , applying this with the radius R ′ R' R ′ and with η = ρ β / 8 > 0 \eta=\rho\beta/8>0 η = ρβ /8 > 0 gives a real r m > 0 r_{\mathrm{m}}>0 r m > 0 such that, for i ∈ { 1 , 2 } i\in\{1,2\} i ∈ { 1 , 2 } , every tracial W*-probability space ( H i , M i , Ω i ) (H_{i},M_{i},\Omega_{i}) ( H i , M i , Ω i ) , every L 2 L^{2} L 2 d d d -tuple X X X of it with l a w ( X ) ∈ κ d ( Σ d , R ′ ) \mathrm{law}(X)\in\kappa_{d}(\Sigma_{d,R'}) law ( X ) ∈ κ d ( Σ d , R ′ ) , and all L 2 L^{2} L 2 d d d -tuples P ♭ , P ♯ P_{\flat},P_{\sharp} P ♭ , P ♯ of it with ∥ P ♭ ∥ 2 ≤ R ′ \lVert P_{\flat}\rVert_{2}\le R' ∥ P ♭ ∥ 2 ≤ R ′ , ∥ P ♯ ∥ 2 ≤ R ′ \lVert P_{\sharp}\rVert_{2}\le R' ∥ P ♯ ∥ 2 ≤ R ′ and ∥ P ♭ − P ♯ ∥ 2 < r m \lVert P_{\flat}-P_{\sharp}\rVert_{2}<r_{\mathrm{m}} ∥ P ♭ − P ♯ ∥ 2 < r m ,
∣ H M i ( X , P ♭ ) − H M i ( X , P ♯ ) ∣ < ρ β 8 . \bigl|\mathcal{H}_{M_{i}}(X,P_{\flat})-\mathcal{H}_{M_{i}}(X,P_{\sharp})\bigr|<\tfrac{\rho\beta}{8}. H M i ( X , P ♭ ) − H M i ( X , P ♯ ) < 8 ρβ .
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 α and with 1 / α 1/\alpha 1/ α in the role of ε \varepsilon ε , fix a real δ 1 > 0 \delta_{1}>0 δ 1 > 0 with S ( δ ′ , α ) ≥ S ( 0 , α ) − 1 / α S(\delta',\alpha)\ge S(0,\alpha)-1/\alpha S ( δ ′ , α ) ≥ S ( 0 , α ) − 1/ α for every real δ ′ \delta' δ ′ with 0 < δ ′ ≤ δ 1 0<\delta'\le\delta_{1} 0 < δ ′ ≤ δ 1 . Let
δ = min { δ u , δ v , δ 1 , 1 α ( 2 ∣ e ∣ + ω u ( R ′ ) + ω v ( R ′ ) + 1 ) } . \delta=\min\Bigl\{\delta_{u},\ \delta_{v},\ \delta_{1},\ \frac{1}{\alpha\,(2|e|+\omega_{u}(R')+\omega_{v}(R')+1)}\Bigr\}. δ = min { δ u , δ v , δ 1 , α ( 2∣ e ∣ + ω u ( R ′ ) + ω v ( R ′ ) + 1 ) 1 } .
Then δ > 0 \delta>0 δ > 0 , δ ≤ δ u \delta\le\delta_{u} δ ≤ δ u , δ ≤ δ v \delta\le\delta_{v} δ ≤ δ v , and
S ( δ , α ) ≥ q m + 1 − 1 α , 2 δ ∣ e ∣ ≤ 1 α , δ ( ω u ( R ′ ) + ω v ( R ′ ) ) ≤ 1 α . 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}. S ( δ , α ) ≥ q m + 1 − α 1 , 2 δ ∣ e ∣ ≤ α 1 , δ ( ω u ( R ′ ) + ω v ( R ′ ) ) ≤ α 1 .
By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §perturbed , applied with this δ \delta δ , fix a real c c c as there. Let
θ = min { 1 2 , τ − ξ 2 , β 8 , ρ β 16 ( σ 2 + 1 ) ( ∣ c − e ∣ + 1 ) , r m 8 R d } . \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\}. θ = min { 2 1 , 2 τ − ξ , 8 β , 16 ( σ 2 + 1 ) ( ∣ c − e ∣ + 1 ) ρβ , 8 R d r m } .
Then 0 < θ < 1 0<\theta<1 0 < θ < 1 , ξ + θ < τ \xi+\theta<\tau ξ + θ < τ , θ ≤ β / 8 \theta\le\beta/8 θ ≤ β /8 , 2 σ 2 ∣ c − e ∣ θ ≤ ρ β / 8 2\sigma^{2}|c-e|\,\theta\le\rho\beta/8 2 σ 2 ∣ c − e ∣ θ ≤ ρβ /8 and 4 R d θ < r m 4R\sqrt{d}\,\theta<r_{\mathrm{m}} 4 R d θ < r m . By the same clause, applied with α \alpha α and θ \theta θ , fix ( μ ^ , ν ^ ) ∈ D × D (\hat{\mu},\hat{\nu})\in\mathcal{D}\times\mathcal{D} ( μ ^ , ν ^ ) ∈ D × D , sequences ( μ k ) k ∈ N (\mu_{k})_{k\in\mathbb{N}} ( μ k ) k ∈ N , ( ν k ) k ∈ N (\nu_{k})_{k\in\mathbb{N}} ( ν k ) k ∈ N in D \mathcal{D} D and positive reals ε k \varepsilon_{k} ε k as there, and let Φ \Phi Φ be as there; thus ∑ k = 1 ∞ ε k ≤ θ \sum_{k=1}^{\infty}\varepsilon_{k}\le\theta ∑ k = 1 ∞ ε k ≤ θ , all of E ( μ ^ ) \mathcal{E}(\hat{\mu}) E ( μ ^ ) , E ( ν ^ ) \mathcal{E}(\hat{\nu}) E ( ν ^ ) , E ( μ k ) \mathcal{E}(\mu_{k}) E ( μ k ) , E ( ν k ) \mathcal{E}(\nu_{k}) E ( ν k ) are at most c c c , Ψ δ , α ( μ ^ , ν ^ ) ≥ S ( δ , α ) − θ \Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})\ge S(\delta,\alpha)-\theta Ψ δ , α ( μ ^ , ν ^ ) ≥ S ( δ , α ) − θ , and Φ ( μ , ν ) < Φ ( μ ^ , ν ^ ) \Phi(\mu,\nu)<\Phi(\hat{\mu},\hat{\nu}) Φ ( μ , ν ) < Φ ( μ ^ , ν ^ ) for every ( μ , ν ) ∈ D × D (\mu,\nu)\in\mathcal{D}\times\mathcal{D} ( μ , ν ) ∈ D × D other than ( μ ^ , ν ^ ) (\hat{\mu},\hat{\nu}) ( μ ^ , ν ^ ) . Put W = W 2 ( μ ^ , ν ^ ) W=W_{2}(\hat{\mu},\hat{\nu}) W = W 2 ( μ ^ , ν ^ ) . All these laws lie in D ⊆ Σ d , R \mathcal{D}\subseteq\Sigma_{d,R} D ⊆ Σ d , R (Step 1). Since e ≤ E ( μ ^ ) ≤ c e\le\mathcal{E}(\hat{\mu})\le c e ≤ E ( μ ^ ) ≤ c , we have c − e ≥ 0 c-e\ge0 c − e ≥ 0 , hence 2 σ 2 ( c − e ) θ ≤ ρ β / 8 2\sigma^{2}(c-e)\theta\le\rho\beta/8 2 σ 2 ( c − e ) θ ≤ ρβ /8 .
For ( μ , ν ) ∈ D × D (\mu,\nu)\in\mathcal{D}\times\mathcal{D} ( μ , ν ) ∈ D × D the series ∑ k ε k W 2 ( μ , μ k ) 2 \sum_{k}\varepsilon_{k}W_{2}(\mu,\mu_{k})^{2} ∑ k ε k W 2 ( μ , μ k ) 2 and ∑ k ε k W 2 ( ν , ν k ) 2 \sum_{k}\varepsilon_{k}W_{2}(\nu,\nu_{k})^{2} ∑ k ε k W 2 ( ν , ν k ) 2 have terms in [ 0 , 4 d R 2 ε k ] [0,4dR^{2}\varepsilon_{k}] [ 0 , 4 d R 2 ε k ] by (F1), so they converge by Series of Nonnegative Real Numbers, Comparison, and the Geometric Series §comparison , compared with ∑ k 4 d R 2 ε k \sum_{k}4dR^{2}\varepsilon_{k} ∑ k 4 d R 2 ε 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 ∑ k ε k \sum_{k}\varepsilon_{k} ∑ k ε 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 ) = Ψ δ , α ( μ , ν ) − ∑ k = 1 ∞ ε k W 2 ( μ , μ k ) 2 − ∑ k = 1 ∞ ε k W 2 ( ν , ν k ) 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}. Φ ( μ , ν ) = Ψ δ , α ( μ , ν ) − k = 1 ∑ ∞ ε k W 2 ( μ , μ k ) 2 − k = 1 ∑ ∞ ε k W 2 ( ν , ν k ) 2 .
Likewise, by (F1) and Series of Nonnegative Real Numbers, Comparison, and the Geometric Series §comparison , compared with ∑ k 2 R d ε k \sum_{k}2R\sqrt{d}\,\varepsilon_{k} ∑ k 2 R d ε k (convergent by Elementary Properties of Series of Real Numbers §linearity as before), the series ∑ k ε k W 2 ( μ ^ , μ k ) \sum_{k}\varepsilon_{k}W_{2}(\hat{\mu},\mu_{k}) ∑ k ε k W 2 ( μ ^ , μ k ) and ∑ k ε k W 2 ( ν ^ , ν k ) \sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k}) ∑ k ε k W 2 ( ν ^ , ν 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 ∑ k 2 R d ε k = 2 R d ∑ k ε k ≤ 2 R d θ \sum_{k}2R\sqrt{d}\,\varepsilon_{k}=2R\sqrt{d}\sum_{k}\varepsilon_{k}\le2R\sqrt{d}\,\theta ∑ k 2 R d ε k = 2 R d ∑ k ε k ≤ 2 R d θ , the last step by claim 5 of Elementary Arithmetic in an Ordered Field as 0 ≤ 2 R d 0\le2R\sqrt{d} 0 ≤ 2 R d .
Step 6 (Size of W W W ). By Perturbed Maximisers of the Doubled Difference Penalised by the Wall-Confined Free Energy §strength , applied with δ \delta δ , θ \theta θ , α \alpha α , α ′ = α / 2 \alpha'=\alpha/2 α ′ = α /2 and the pair ( μ ^ , ν ^ ) (\hat{\mu},\hat{\nu}) ( μ ^ , ν ^ ) (recall Ψ δ , α ( μ ^ , ν ^ ) ≥ S ( δ , α ) − θ \Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})\ge S(\delta,\alpha)-\theta Ψ δ , α ( μ ^ , ν ^ ) ≥ S ( δ , α ) − θ ),
S ( δ , α ) − θ + α 4 W 2 ≤ S ( δ , α / 2 ) . S(\delta,\alpha)-\theta+\tfrac{\alpha}{4}W^{2}\le S(\delta,\alpha/2). S ( δ , α ) − θ + 4 α W 2 ≤ S ( δ , α /2 ) .
Here − e ≤ ∣ − e ∣ = ∣ e ∣ -e\le|-e|=|e| − e ≤ ∣ − e ∣ = ∣ e ∣ by claims 3 and 2 of Properties of the Absolute Value in an Ordered Field , so, as 0 ≤ 2 δ 0\le2\delta 0 ≤ 2 δ , claim 5 of Elementary Arithmetic in an Ordered Field and claim 2 of Zero Products and Elementary Identities in a Field give − 2 δ e = 2 δ ( − e ) ≤ 2 δ ∣ e ∣ -2\delta e=2\delta(-e)\le2\delta|e| − 2 δe = 2 δ ( − e ) ≤ 2 δ ∣ e ∣ , and 2 δ ∣ e ∣ ≤ 1 / α 2\delta|e|\le1/\alpha 2 δ ∣ e ∣ ≤ 1/ α 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 ) − 2 δ e ≤ q m + 1 / α S(\delta,\alpha/2)\le S(0,\alpha/2)-2\delta e\le q_{m}+1/\alpha S ( δ , α /2 ) ≤ S ( 0 , α /2 ) − 2 δe ≤ q m + 1/ α , while S ( δ , α ) ≥ q m + 1 − 1 / α S(\delta,\alpha)\ge q_{m+1}-1/\alpha S ( δ , α ) ≥ q m + 1 − 1/ α by Step 5. Therefore α 4 W 2 ≤ ξ + θ < τ \frac{\alpha}{4}W^{2}\le\xi+\theta<\tau 4 α W 2 ≤ ξ + θ < τ . Consequently α W 2 < 4 τ ≤ r s / 2 \alpha W^{2}<4\tau\le r_{\mathrm{s}}/2 α W 2 < 4 τ ≤ r s /2 , and, as α ≥ 2 \alpha\ge2 α ≥ 2 , W 2 < 2 τ ≤ r s 2 / 8 < r s 2 / 4 W^{2}<2\tau\le r_{\mathrm{s}}^{2}/8<r_{\mathrm{s}}^{2}/4 W 2 < 2 τ ≤ r s 2 /8 < r s 2 /4 , so W < r s / 2 W<r_{\mathrm{s}}/2 W < r s /2 since W ≥ 0 W\ge0 W ≥ 0 . Hence
α W 2 + W < r s , 0 ≤ W ≤ 2 R d , \alpha W^{2}+W<r_{\mathrm{s}},\qquad 0\le W\le2R\sqrt{d}, α W 2 + W < r s , 0 ≤ W ≤ 2 R d ,
the second by (F1).
Step 7 (Subsolution test at μ ^ \hat{\mu} μ ^ ). By The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §attained (with radius R R R ) fix an optimal coupling γ ∈ Π ( μ ^ , ν ^ ) \gamma\in\Pi(\hat{\mu},\hat{\nu}) γ ∈ Π ( μ ^ , ν ^ ) and, for every k ∈ N k\in\mathbb{N} k ∈ N , an optimal coupling γ k ∈ Π ( μ ^ , μ k ) \gamma_{k}\in\Pi(\hat{\mu},\mu_{k}) γ k ∈ Π ( μ ^ , μ k ) . Put χ 1 = ν ^ \chi^{1}=\hat{\nu} χ 1 = ν ^ , γ 1 = γ \gamma^{1}=\gamma γ 1 = γ , a 1 = α / 2 a_{1}=\alpha/2 a 1 = α /2 , and χ k + 1 = μ k \chi^{k+1}=\mu_{k} χ k + 1 = μ k , γ k + 1 = γ k \gamma^{k+1}=\gamma_{k} γ k + 1 = γ k , a k + 1 = ε k a_{k+1}=\varepsilon_{k} a k + 1 = ε k for k ∈ N k\in\mathbb{N} k ∈ N . Then each χ k ∈ Σ d , R \chi^{k}\in\Sigma_{d,R} χ k ∈ Σ d , R , each γ k ∈ Π ( μ ^ , χ k ) \gamma^{k}\in\Pi(\hat{\mu},\chi^{k}) γ k ∈ Π ( μ ^ , χ k ) is optimal, and ( a k ) (a_{k}) ( a k ) is a sequence of nonnegative reals whose series converges, with ∑ k a k = α / 2 + ∑ k ε k \sum_{k}a_{k}=\alpha/2+\sum_{k}\varepsilon_{k} ∑ k a k = α /2 + ∑ k ε k by Shifting the Index of a Series of Real Numbers §shift (as a k + 1 = ε k a_{k+1}=\varepsilon_{k} a k + 1 = ε k ). By Gluing Countably Many Noncommutative Couplings with a Common First Marginal in One Tracial W*-Probability Space §glue , applied with R R R , μ ^ \hat{\mu} μ ^ , ( χ k ) (\chi^{k}) ( χ k ) and ( γ k ) (\gamma^{k}) ( γ k ) in the roles of R R R , μ \mu μ , ( ν k ) (\nu_{k}) ( ν k ) and ( γ k ) (\gamma_{k}) ( γ k ) , fix a tracial W*-probability space ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) and self-adjoint d d d -tuples s s s and t k t^{k} t k (k ∈ N k\in\mathbb{N} k ∈ N ) in M 1 M_{1} M 1 with all ∥ s j ∥ o p ≤ R \lVert s_{j}\rVert_{\mathrm{op}}\le R ∥ s j ∥ op ≤ R and ∥ t j k ∥ o p ≤ R \lVert t^{k}_{j}\rVert_{\mathrm{op}}\le R ∥ t j k ∥ op ≤ R , λ s = μ ^ \lambda_{s}=\hat{\mu} λ s = μ ^ , λ ( s , t k ) = γ k \lambda_{(s,t^{k})}=\gamma^{k} λ ( s , t k ) = γ k and λ t k = χ k \lambda_{t^{k}}=\chi^{k} λ t k = χ k . Apply Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws with R R R , μ ^ \hat{\mu} μ ^ , ( χ k ) (\chi^{k}) ( χ k ) , ( γ k ) (\gamma^{k}) ( γ k ) , ( a k ) (a_{k}) ( a k ) , ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) , s s s and ( t k ) (t^{k}) ( t k ) in the roles of R R R , μ \mu μ , ( ν k ) (\nu_{k}) ( ν k ) , ( γ k ) (\gamma_{k}) ( γ k ) , ( c k ) (c_{k}) ( c k ) , ( H , M , Ω ) (H,M,\Omega) ( H , M , Ω ) , s s s and ( t k ) (t^{k}) ( t k ) , and let P P P , π = λ ( s , P ) \pi=\lambda_{(s,P)} π = λ ( s , P ) and φ \varphi φ be as there.
Strict maximum. Let ν ∈ D \nu\in\mathcal{D} ν ∈ 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 ( κ d ( ν ) ) = α 2 W 2 ( ν , ν ^ ) 2 + ∑ k ε k W 2 ( ν , μ k ) 2 \varphi(\kappa_{d}(\nu))=\frac{\alpha}{2}W_{2}(\nu,\hat{\nu})^{2}+\sum_{k}\varepsilon_{k}W_{2}(\nu,\mu_{k})^{2} φ ( κ d ( ν )) = 2 α W 2 ( ν , ν ^ ) 2 + ∑ k ε k W 2 ( ν , μ k ) 2 . Hence, by Step 5, with the real constant C = v ( κ d ( ν ^ ) ) + δ E ( ν ^ ) + ∑ k ε k W 2 ( ν ^ , ν k ) 2 C=v(\kappa_{d}(\hat{\nu}))+\delta\mathcal{E}(\hat{\nu})+\sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k})^{2} C = v ( κ d ( ν ^ )) + δ E ( ν ^ ) + ∑ k ε k W 2 ( ν ^ , ν k ) 2 ,
u ( κ d ( ν ) ) − φ ( κ d ( ν ) ) − δ E ( 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. u ( κ d ( ν ) ) − φ ( κ d ( ν ) ) − δ E ( ν ) = Φ ( ν , ν ^ ) + C .
If ν ≠ μ ^ \nu\ne\hat{\mu} ν = μ ^ then ( ν , ν ^ ) ≠ ( μ ^ , ν ^ ) (\nu,\hat{\nu})\ne(\hat{\mu},\hat{\nu}) ( ν , ν ^ ) = ( μ ^ , ν ^ ) , so Φ ( ν , ν ^ ) < Φ ( μ ^ , ν ^ ) \Phi(\nu,\hat{\nu})<\Phi(\hat{\mu},\hat{\nu}) Φ ( ν , ν ^ ) < Φ ( μ ^ , ν ^ ) ; thus the left-hand side at ν \nu ν is strictly smaller than at μ ^ \hat{\mu} μ ^ .
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 θ < 1 ),
∥ P Ω 1 ∥ 2 ≤ 2 ∑ k = 1 ∞ a k W 2 ( μ ^ , χ k ) = α W + 2 ∑ k = 1 ∞ ε k W 2 ( μ ^ , μ k ) ≤ 2 α R d + 4 R d 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'. ∥ P Ω 1 ∥ 2 ≤ 2 k = 1 ∑ ∞ a k W 2 ( μ ^ , χ k ) = α W + 2 k = 1 ∑ ∞ ε k W 2 ( μ ^ , μ k ) ≤ 2 α R d + 4 R d θ ≤ R ′ .
Put X = s Ω 1 X=s\Omega_{1} X = s Ω 1 and Y = t 1 Ω 1 Y=t^{1}\Omega_{1} Y = t 1 Ω 1 , L 2 L^{2} L 2 d d d -tuples of ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) with l a w ( X ) = κ d ( μ ^ ) \mathrm{law}(X)=\kappa_{d}(\hat{\mu}) law ( X ) = κ d ( μ ^ ) and l a w ( Y ) = κ d ( ν ^ ) \mathrm{law}(Y)=\kappa_{d}(\hat{\nu}) law ( Y ) = κ d ( ν ^ ) 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 , t 1 ) (a,b)=(s,t^{1}) ( a , b ) = ( s , t 1 ) , ∥ X − Y ∥ 2 2 = I ( γ ) = W 2 \lVert X-Y\rVert_{2}^{2}=I(\gamma)=W^{2} ∥ X − Y ∥ 2 2 = I ( γ ) = W 2 as γ \gamma γ is optimal (The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §optimal ), so ∥ X − Y ∥ 2 = W \lVert X-Y\rVert_{2}=W ∥ X − Y ∥ 2 = W and ∥ α ( X − Y ) ∥ 2 = α W ≤ 2 α R d ≤ R ′ \lVert\alpha(X-Y)\rVert_{2}=\alpha W\le2\alpha R\sqrt{d}\le R' ∥ α ( X − Y ) ∥ 2 = α W ≤ 2 α R d ≤ R ′ . Since 2 a 1 ( s Ω 1 − t 1 Ω 1 ) = α ( X − Y ) 2a_{1}(s\Omega_{1}-t^{1}\Omega_{1})=\alpha(X-Y) 2 a 1 ( s Ω 1 − t 1 Ω 1 ) = α ( 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 = 1 n=1 n = 1 and Step 5 give
∥ P Ω 1 − α ( X − Y ) ∥ 2 ≤ 2 ∑ k = 1 ∞ ε k W 2 ( μ ^ , μ k ) ≤ 4 R d θ < r m . \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}}. P Ω 1 − α ( X − Y ) 2 ≤ 2 k = 1 ∑ ∞ ε k W 2 ( μ ^ , μ k ) ≤ 4 R d θ < r m .
As ∥ s j ∥ o p ≤ R ≤ R ′ \lVert s_{j}\rVert_{\mathrm{op}}\le R\le R' ∥ s j ∥ op ≤ R ≤ R ′ , Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §law gives μ ^ = λ s ∈ Σ d , R ′ \hat{\mu}=\lambda_{s}\in\Sigma_{d,R'} μ ^ = λ s ∈ Σ d , R ′ , so l a w ( X ) ∈ κ d ( Σ d , R ′ ) \mathrm{law}(X)\in\kappa_{d}(\Sigma_{d,R'}) law ( X ) ∈ κ d ( Σ d , R ′ ) . By (F3) with ( a , p ) = ( s , P ) (a,p)=(s,P) ( a , p ) = ( s , P ) and the choice of r m r_{\mathrm{m}} r m in Step 4 (with i = 1 i=1 i = 1 ),
H ( κ 2 d ( π ) ) = H M 1 ( X , P Ω 1 ) > H M 1 ( X , α ( X − Y ) ) − ρ β 8 . \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}. H ( κ 2 d ( π ) ) = H M 1 ( X , P Ω 1 ) > H M 1 ( X , α ( X − Y ) ) − 8 ρβ .
The subsolution inequality. By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §plans , π \pi π is a bounded plan at μ ^ \hat{\mu} μ ^ with ∣ π ∣ m o m = ∥ P Ω 1 ∥ 2 ≤ R ′ |\pi|_{\mathrm{mom}}=\lVert P\Omega_{1}\rVert_{2}\le R' ∣ π ∣ mom = ∥ P Ω 1 ∥ 2 ≤ R ′ , and by Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §superjet , κ 2 d ( π ) ∈ J + φ ( κ d ( μ ^ ) ) \kappa_{2d}(\pi)\in J^{+}\varphi(\kappa_{d}(\hat{\mu})) κ 2 d ( π ) ∈ J + φ ( κ d ( μ ^ )) . Now Free-Energy-Penalised Viscosity Subsolutions, Supersolutions and Solutions of the Discounted HJB Equation with Free Langevin Noise in a Wall §sub , applied to u u u with ( δ u , ω u ) (\delta_{u},\omega_{u}) ( δ u , ω u ) , the test function φ \varphi φ , the weight δ \delta δ (recall 0 < δ ≤ δ u 0<\delta\le\delta_{u} 0 < δ ≤ δ u ), the law μ ^ \hat{\mu} μ ^ and the plan π \pi π , gives μ ^ ∈ D Ξ \hat{\mu}\in\mathcal{D}_{\Xi} μ ^ ∈ D Ξ and, as ω u \omega_{u} ω u is nondecreasing,
ρ u ( κ d ( μ ^ ) ) + H ( κ 2 d ( π ) ) + σ 2 2 J ( Ξ ( μ ^ ) , π ) ≤ δ ω u ( 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'). ρ u ( κ d ( μ ^ ) ) + H ( κ 2 d ( π ) ) + 2 σ 2 J ( Ξ ( μ ^ ) , π ) ≤ δ ω 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}) ζ = Ξ ( μ ^ ) , which lies in H μ ^ d \mathcal{H}_{\hat{\mu}}^{d} H μ ^ d by The Wall-Confined Free Energy and Its Score §score as μ ^ ∈ D Ξ \hat{\mu}\in\mathcal{D}_{\Xi} μ ^ ∈ D Ξ , and by Shifting the Index of a Series of Real Numbers §shift , J ( Ξ ( μ ^ ) , π ) = α J γ 1 ( Ξ ( μ ^ ) ) + ∑ k 2 ε k J γ k 1 ( 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})) J ( Ξ ( μ ^ ) , π ) = α J γ 1 ( Ξ ( μ ^ )) + ∑ k 2 ε k J γ k 1 ( Ξ ( μ ^ )) . For each k k k , Tangent Inequalities for the Wall Energy along Couplings and for the Wall-Confined Free Energy along Optimal Couplings §tangent (with μ ^ ∈ D Ξ \hat{\mu}\in\mathcal{D}_{\Xi} μ ^ ∈ D Ξ , μ k ∈ D \mu_{k}\in\mathcal{D} μ k ∈ D and γ k \gamma_{k} γ k optimal) gives J γ k 1 ( Ξ ( μ ^ ) ) ≥ E ( μ ^ ) − E ( μ k ) ≥ e − c \mathcal{J}^{1}_{\gamma_{k}}(\Xi(\hat{\mu}))\ge\mathcal{E}(\hat{\mu})-\mathcal{E}(\mu_{k})\ge e-c J γ k 1 ( Ξ ( μ ^ )) ≥ E ( μ ^ ) − E ( μ k ) ≥ e − c . Hence, as ε k > 0 \varepsilon_{k}>0 ε k > 0 , the convergent series ∑ k 2 ε k J γ k 1 ( Ξ ( μ ^ ) ) \sum_{k}2\varepsilon_{k}\mathcal{J}^{1}_{\gamma_{k}}(\Xi(\hat{\mu})) ∑ k 2 ε k J γ k 1 ( Ξ ( μ ^ )) dominates termwise the series ∑ k 2 ( e − c ) ε k \sum_{k}2(e-c)\varepsilon_{k} ∑ k 2 ( e − c ) ε k , which converges with sum 2 ( e − c ) ∑ k ε k 2(e-c)\sum_{k}\varepsilon_{k} 2 ( e − c ) ∑ k ε k by Elementary Properties of Series of Real Numbers §linearity ; so Elementary Properties of Series of Real Numbers §order and, as e − c ≤ 0 e-c\le0 e − c ≤ 0 and ∑ k ε k ≤ θ \sum_{k}\varepsilon_{k}\le\theta ∑ k ε k ≤ θ , claim 5 of Elementary Arithmetic in an Ordered Field give
J ( Ξ ( μ ^ ) , π ) ≥ α J γ 1 ( Ξ ( μ ^ ) ) + 2 ( e − c ) ∑ k = 1 ∞ ε k ≥ α J γ 1 ( 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. J ( Ξ ( μ ^ ) , π ) ≥ α J γ 1 ( Ξ ( μ ^ ) ) + 2 ( e − c ) k = 1 ∑ ∞ ε k ≥ α J γ 1 ( Ξ ( μ ^ ) ) − 2 ( c − e ) θ .
Step 8 (Supersolution test at ν ^ \hat{\nu} ν ^ ). Let γ ′ = λ ( t 1 , s ) \gamma'=\lambda_{(t^{1},s)} γ ′ = λ ( t 1 , s ) . By (F2) with ( a , b ) = ( t 1 , s ) (a,b)=(t^{1},s) ( a , b ) = ( t 1 , s ) , γ ′ ∈ Π ( λ t 1 , λ s ) = Π ( ν ^ , μ ^ ) \gamma'\in\Pi(\lambda_{t^{1}},\lambda_{s})=\Pi(\hat{\nu},\hat{\mu}) γ ′ ∈ Π ( λ t 1 , λ s ) = Π ( ν ^ , μ ^ ) and I ( γ ′ ) = ∥ s Ω 1 − t 1 Ω 1 ∥ 2 2 = W 2 = W 2 ( ν ^ , μ ^ ) 2 I(\gamma')=\lVert s\Omega_{1}-t^{1}\Omega_{1}\rVert_{2}^{2}=W^{2}=W_{2}(\hat{\nu},\hat{\mu})^{2} I ( γ ′ ) = ∥ s Ω 1 − t 1 Ω 1 ∥ 2 2 = W 2 = W 2 ( ν ^ , μ ^ ) 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' γ ′ 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 ∈ N k\in\mathbb{N} k ∈ N , an optimal coupling γ k ′ ∈ Π ( ν ^ , ν k ) \gamma'_{k}\in\Pi(\hat{\nu},\nu_{k}) γ k ′ ∈ Π ( ν ^ , ν k ) . Put χ ′ 1 = μ ^ \chi'^{1}=\hat{\mu} χ ′ 1 = μ ^ , γ ′ 1 = γ ′ \gamma'^{1}=\gamma' γ ′ 1 = γ ′ , and χ ′ k + 1 = ν k \chi'^{k+1}=\nu_{k} χ ′ k + 1 = ν k , γ ′ k + 1 = γ k ′ \gamma'^{k+1}=\gamma'_{k} γ ′ k + 1 = γ k ′ for k ∈ N k\in\mathbb{N} k ∈ N , and keep the weights ( a k ) (a_{k}) ( 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 R R R , ν ^ \hat{\nu} ν ^ , ( χ ′ k ) (\chi'^{k}) ( χ ′ k ) and ( γ ′ k ) (\gamma'^{k}) ( γ ′ k ) , fix a tracial W*-probability space ( H 2 , M 2 , Ω 2 ) (H_{2},M_{2},\Omega_{2}) ( H 2 , M 2 , Ω 2 ) and self-adjoint d d d -tuples s ′ s' s ′ and t ′ k t'^{k} t ′ k (k ∈ N k\in\mathbb{N} k ∈ N ) in M 2 M_{2} M 2 with all ∥ s j ′ ∥ o p ≤ R \lVert s'_{j}\rVert_{\mathrm{op}}\le R ∥ s j ′ ∥ op ≤ R and ∥ t j ′ k ∥ o p ≤ R \lVert t'^{k}_{j}\rVert_{\mathrm{op}}\le R ∥ t j ′ k ∥ op ≤ R , λ s ′ = ν ^ \lambda_{s'}=\hat{\nu} λ s ′ = ν ^ , λ ( s ′ , t ′ k ) = γ ′ k \lambda_{(s',t'^{k})}=\gamma'^{k} λ ( s ′ , t ′ k ) = γ ′ k and λ t ′ k = χ ′ k \lambda_{t'^{k}}=\chi'^{k} λ t ′ k = χ ′ k . Apply Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws with R R R , ν ^ \hat{\nu} ν ^ , ( χ ′ k ) (\chi'^{k}) ( χ ′ k ) , ( γ ′ k ) (\gamma'^{k}) ( γ ′ k ) , ( a k ) (a_{k}) ( a k ) , ( H 2 , M 2 , Ω 2 ) (H_{2},M_{2},\Omega_{2}) ( H 2 , M 2 , Ω 2 ) , s ′ s' s ′ and ( t ′ k ) (t'^{k}) ( t ′ k ) in the roles of R R R , μ \mu μ , ( ν k ) (\nu_{k}) ( ν k ) , ( γ k ) (\gamma_{k}) ( γ k ) , ( c k ) (c_{k}) ( c k ) , ( H , M , Ω ) (H,M,\Omega) ( H , M , Ω ) , s s s and ( t k ) (t^{k}) ( t k ) , and let P ′ P' P ′ , π ′ = λ ( s ′ , P ′ ) \pi'=\lambda_{(s',P')} π ′ = λ ( s ′ , P ′ ) , π ′ − = λ ( s ′ , − P ′ ) \pi'^{-}=\lambda_{(s',-P')} π ′ − = λ ( s ′ , − P ′ ) and φ ′ \varphi' φ ′ be the objects called P P P , π \pi π , π − \pi^{-} π − and φ \varphi φ there.
Strict minimum. Let ν ∈ D \nu\in\mathcal{D} ν ∈ 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 ′ ( κ d ( ν ) ) = α 2 W 2 ( μ ^ , ν ) 2 + ∑ k ε k W 2 ( ν , ν k ) 2 \varphi'(\kappa_{d}(\nu))=\frac{\alpha}{2}W_{2}(\hat{\mu},\nu)^{2}+\sum_{k}\varepsilon_{k}W_{2}(\nu,\nu_{k})^{2} φ ′ ( κ d ( ν )) = 2 α W 2 ( μ ^ , ν ) 2 + ∑ k ε k W 2 ( ν , ν k ) 2 , so, with the real constant C ′ = u ( κ d ( μ ^ ) ) − δ E ( μ ^ ) − ∑ k ε k W 2 ( μ ^ , μ k ) 2 C'=u(\kappa_{d}(\hat{\mu}))-\delta\mathcal{E}(\hat{\mu})-\sum_{k}\varepsilon_{k}W_{2}(\hat{\mu},\mu_{k})^{2} C ′ = u ( κ d ( μ ^ )) − δ E ( μ ^ ) − ∑ k ε k W 2 ( μ ^ , μ k ) 2 and Step 5,
v ( κ d ( ν ) ) − ( − φ ′ ) ( κ d ( ν ) ) + δ E ( 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). v ( κ d ( ν ) ) − ( − φ ′ ) ( κ d ( ν ) ) + δ E ( ν ) = C ′ − Φ ( μ ^ , ν ) .
If ν ≠ ν ^ \nu\ne\hat{\nu} ν = ν ^ then Φ ( μ ^ , ν ) < Φ ( μ ^ , ν ^ ) \Phi(\hat{\mu},\nu)<\Phi(\hat{\mu},\hat{\nu}) Φ ( μ ^ , ν ) < Φ ( μ ^ , ν ^ ) , so the left-hand side at ν \nu ν is strictly larger than at ν ^ \hat{\nu} ν ^ .
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 ′ Ω 2 ∥ 2 ≤ α W + 2 ∑ k ε k W 2 ( ν ^ , ν k ) ≤ R ′ \lVert P'\Omega_{2}\rVert_{2}\le\alpha W+2\sum_{k}\varepsilon_{k}W_{2}(\hat{\nu},\nu_{k})\le R' ∥ P ′ Ω 2 ∥ 2 ≤ α W + 2 ∑ k ε k W 2 ( ν ^ , ν k ) ≤ R ′ , and ∥ ( − P ′ ) Ω 2 ∥ 2 = ∥ P ′ Ω 2 ∥ 2 \lVert(-P')\Omega_{2}\rVert_{2}=\lVert P'\Omega_{2}\rVert_{2} ∥( − P ′ ) Ω 2 ∥ 2 = ∥ P ′ Ω 2 ∥ 2 since ( − P ′ ) Ω 2 = − ( P ′ Ω 2 ) (-P')\Omega_{2}=-(P'\Omega_{2}) ( − P ′ ) Ω 2 = − ( P ′ Ω 2 ) componentwise. Put X ′ = s ′ Ω 2 X'=s'\Omega_{2} X ′ = s ′ Ω 2 and Q ′ = α ( t ′ 1 Ω 2 − s ′ Ω 2 ) Q'=\alpha(t'^{1}\Omega_{2}-s'\Omega_{2}) Q ′ = α ( t ′ 1 Ω 2 − s ′ Ω 2 ) . By (F2) with ( a , b ) = ( s ′ , t ′ 1 ) (a,b)=(s',t'^{1}) ( a , b ) = ( s ′ , t ′ 1 ) , ∥ t ′ 1 Ω 2 − s ′ Ω 2 ∥ 2 2 = I ( γ ′ ) = W 2 \lVert t'^{1}\Omega_{2}-s'\Omega_{2}\rVert_{2}^{2}=I(\gamma')=W^{2} ∥ t ′ 1 Ω 2 − s ′ Ω 2 ∥ 2 2 = I ( γ ′ ) = W 2 , so ∥ Q ′ ∥ 2 = α W ≤ R ′ \lVert Q'\rVert_{2}=\alpha W\le R' ∥ Q ′ ∥ 2 = α W ≤ R ′ . Componentwise, ( − P ′ ) Ω 2 − Q ′ = − ( P ′ Ω 2 − 2 a 1 ( s ′ Ω 2 − t ′ 1 Ω 2 ) ) (-P')\Omega_{2}-Q'=-\bigl(P'\Omega_{2}-2a_{1}(s'\Omega_{2}-t'^{1}\Omega_{2})\bigr) ( − P ′ ) Ω 2 − Q ′ = − ( P ′ Ω 2 − 2 a 1 ( s ′ Ω 2 − t ′ 1 Ω 2 ) ) , so the tail bound of Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §momentum with n = 1 n=1 n = 1 and Step 5 give ∥ ( − P ′ ) Ω 2 − Q ′ ∥ 2 ≤ 2 ∑ k ε k W 2 ( ν ^ , ν k ) ≤ 4 R d θ < r m \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}} ∥( − P ′ ) Ω 2 − Q ′ ∥ 2 ≤ 2 ∑ k ε k W 2 ( ν ^ , ν k ) ≤ 4 R d θ < r m . As in Step 7, l a w ( X ′ ) = κ d ( ν ^ ) ∈ κ d ( Σ d , R ′ ) \mathrm{law}(X')=\kappa_{d}(\hat{\nu})\in\kappa_{d}(\Sigma_{d,R'}) law ( X ′ ) = κ d ( ν ^ ) ∈ κ d ( Σ d , R ′ ) . By (F3) with ( a , p ) = ( s ′ , − P ′ ) (a,p)=(s',-P') ( a , p ) = ( s ′ , − P ′ ) and Step 4 (with i = 2 i=2 i = 2 ), H ( κ 2 d ( π ′ − ) ) = H M 2 ( X ′ , ( − P ′ ) Ω 2 ) < H M 2 ( X ′ , Q ′ ) + ρ β / 8 \mathcal{H}(\kappa_{2d}(\pi'^{-}))=\mathcal{H}_{M_{2}}(X',(-P')\Omega_{2})<\mathcal{H}_{M_{2}}(X',Q')+\rho\beta/8 H ( κ 2 d ( π ′ − )) = H M 2 ( X ′ , ( − P ′ ) Ω 2 ) < H M 2 ( X ′ , Q ′ ) + ρβ /8 . Finally, λ ( s ′ , t ′ 1 ) = γ ′ = λ ( t 1 , s ) \lambda_{(s',t'^{1})}=\gamma'=\lambda_{(t^{1},s)} λ ( s ′ , t ′ 1 ) = γ ′ = λ ( t 1 , s ) , so (F2), applied in ( H 2 , M 2 , Ω 2 ) (H_{2},M_{2},\Omega_{2}) ( H 2 , M 2 , Ω 2 ) with ( a , b ) = ( s ′ , t ′ 1 ) (a,b)=(s',t'^{1}) ( a , b ) = ( s ′ , t ′ 1 ) and in ( H 1 , M 1 , Ω 1 ) (H_{1},M_{1},\Omega_{1}) ( H 1 , M 1 , Ω 1 ) with ( a , b ) = ( t 1 , s ) (a,b)=(t^{1},s) ( a , b ) = ( t 1 , s ) , gives H M 2 ( X ′ , Q ′ ) = H ( κ 2 d ( γ ′ ∘ σ T α ) ) = H M 1 ( 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)) H M 2 ( X ′ , Q ′ ) = H ( κ 2 d ( γ ′ ∘ σ T α )) = H M 1 ( Y , α ( X − Y )) , with X , Y X,Y X , Y as in Step 7. Hence
H ( κ 2 d ( π ′ − ) ) < H M 1 ( Y , α ( X − Y ) ) + ρ β 8 . \mathcal{H}\bigl(\kappa_{2d}(\pi'^{-})\bigr)<\mathcal{H}_{M_{1}}\bigl(Y,\alpha(X-Y)\bigr)+\tfrac{\rho\beta}{8}. H ( κ 2 d ( π ′ − ) ) < H M 1 ( Y , α ( X − Y ) ) + 8 ρβ .
The supersolution inequality. By Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §plans , π ′ − \pi'^{-} π ′ − is a bounded plan at ν ^ \hat{\nu} ν ^ with ∣ π ′ − ∣ m o m = ∥ P ′ Ω 2 ∥ 2 ≤ R ′ |\pi'^{-}|_{\mathrm{mom}}=\lVert P'\Omega_{2}\rVert_{2}\le R' ∣ π ′ − ∣ mom = ∥ P ′ Ω 2 ∥ 2 ≤ R ′ , and by Plan Jets of a Series of Squared Wasserstein Distances at Optimal Couplings of Bounded Noncommutative Laws §subjet , κ 2 d ( π ′ − ) ∈ J − ( − φ ′ ) ( κ d ( ν ^ ) ) \kappa_{2d}(\pi'^{-})\in J^{-}(-\varphi')(\kappa_{d}(\hat{\nu})) κ 2 d ( π ′ − ) ∈ J − ( − φ ′ ) ( κ d ( ν ^ )) . Now Free-Energy-Penalised Viscosity Subsolutions, Supersolutions and Solutions of the Discounted HJB Equation with Free Langevin Noise in a Wall §super , applied to v v v with ( δ v , ω v ) (\delta_{v},\omega_{v}) ( δ v , ω v ) , the test function − φ ′ -\varphi' − φ ′ , the weight δ \delta δ (recall 0 < δ ≤ δ v 0<\delta\le\delta_{v} 0 < δ ≤ δ v ), the law ν ^ \hat{\nu} ν ^ and the plan π ′ − \pi'^{-} π ′ − , gives ν ^ ∈ D Ξ \hat{\nu}\in\mathcal{D}_{\Xi} ν ^ ∈ D Ξ and, as ω v \omega_{v} ω v is nondecreasing,
ρ v ( κ d ( ν ^ ) ) + H ( κ 2 d ( π ′ − ) ) + σ 2 2 J ( Ξ ( ν ^ ) , π ′ − ) ≥ − δ ω v ( 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'). ρ v ( κ d ( ν ^ ) ) + H ( κ 2 d ( π ′ − ) ) + 2 σ 2 J ( Ξ ( ν ^ ) , π ′ − ) ≥ − δ ω 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}) ζ = Ξ ( ν ^ ) , which lies in H ν ^ d \mathcal{H}_{\hat{\nu}}^{d} H ν ^ d by The Wall-Confined Free Energy and Its Score §score as ν ^ ∈ D Ξ \hat{\nu}\in\mathcal{D}_{\Xi} ν ^ ∈ D Ξ , and by Shifting the Index of a Series of Real Numbers §shift , J ( Ξ ( ν ^ ) , π ′ − ) = − α J γ ′ 1 ( Ξ ( ν ^ ) ) − ∑ k 2 ε k J γ k ′ 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})) J ( Ξ ( ν ^ ) , π ′ − ) = − α J γ ′ 1 ( Ξ ( ν ^ )) − ∑ k 2 ε k J γ k ′ 1 ( Ξ ( ν ^ )) , 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 ^ ∈ D Ξ \hat{\nu}\in\mathcal{D}_{\Xi} ν ^ ∈ D Ξ , ν k ∈ D \nu_{k}\in\mathcal{D} ν k ∈ D and γ k ′ \gamma'_{k} γ k ′ optimal) gives J γ k ′ 1 ( Ξ ( ν ^ ) ) ≥ e − c \mathcal{J}^{1}_{\gamma'_{k}}(\Xi(\hat{\nu}))\ge e-c J γ k ′ 1 ( Ξ ( ν ^ )) ≥ 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 ′ − ) ≤ − α J γ ′ 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. J ( Ξ ( ν ^ ) , π ′ − ) ≤ − α J γ ′ 1 ( Ξ ( ν ^ ) ) + 2 ( c − e ) θ .
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 ( κ d ( μ ^ ) ) − v ( κ d ( ν ^ ) ) ) ≤ H ( κ 2 d ( π ′ − ) ) − H ( κ 2 d ( π ) ) − σ 2 2 ( J ( Ξ ( μ ^ ) , π ) − J ( Ξ ( ν ^ ) , π ′ − ) ) + 1 α . \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}. ρ ( u ( κ d ( μ ^ )) − v ( κ d ( ν ^ )) ) ≤ H ( κ 2 d ( π ′ − ) ) − H ( κ 2 d ( π ) ) − 2 σ 2 ( J ( Ξ ( μ ^ ) , π ) − J ( Ξ ( ν ^ ) , π ′ − ) ) + α 1 .
By the pairing estimates of Steps 7 and 8, the bracket is at least α ( J γ 1 ( Ξ ( μ ^ ) ) + J γ ′ 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 α ( J γ 1 ( Ξ ( μ ^ )) + J γ ′ 1 ( Ξ ( ν ^ )) ) − 4 ( c − e ) θ . 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) ( μ ^ , ν ^ , γ ) and to ( ν ^ , μ ^ , γ ′ ) (\hat{\nu},\hat{\mu},\gamma') ( ν ^ , μ ^ , γ ′ ) (both base points lie in D Ξ \mathcal{D}_{\Xi} D Ξ by Steps 7 and 8, and γ , γ ′ \gamma,\gamma' γ , γ ′ are optimal), J γ 1 ( Ξ ( μ ^ ) ) ≥ E ( μ ^ ) − E ( ν ^ ) \mathcal{J}^{1}_{\gamma}(\Xi(\hat{\mu}))\ge\mathcal{E}(\hat{\mu})-\mathcal{E}(\hat{\nu}) J γ 1 ( Ξ ( μ ^ )) ≥ E ( μ ^ ) − E ( ν ^ ) and J γ ′ 1 ( Ξ ( ν ^ ) ) ≥ E ( ν ^ ) − E ( μ ^ ) \mathcal{J}^{1}_{\gamma'}(\Xi(\hat{\nu}))\ge\mathcal{E}(\hat{\nu})-\mathcal{E}(\hat{\mu}) J γ ′ 1 ( Ξ ( ν ^ )) ≥ E ( ν ^ ) − E ( μ ^ ) , so the sum of the two is nonnegative. Hence, as σ 2 ≥ 0 \sigma^{2}\ge0 σ 2 ≥ 0 and 2 σ 2 ( c − e ) θ ≤ ρ β / 8 2\sigma^{2}(c-e)\theta\le\rho\beta/8 2 σ 2 ( c − e ) θ ≤ ρβ /8 (Step 5), the pairing term contributes at most ρ β / 8 \rho\beta/8 ρβ /8 . By the Hamiltonian estimates of Steps 7 and 8,
H ( κ 2 d ( π ′ − ) ) − H ( κ 2 d ( π ) ) < H M 1 ( Y , α ( X − Y ) ) − H M 1 ( X , α ( X − Y ) ) + ρ β 4 < ρ β 2 + ρ β 4 , \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}, H ( κ 2 d ( π ′ − ) ) − H ( κ 2 d ( π ) ) < H M 1 ( Y , α ( X − Y ) ) − H M 1 ( X , α ( X − Y ) ) + 4 ρβ < 2 ρβ + 4 ρβ ,
the last by the choice of r s r_{\mathrm{s}} r s in Step 3, since l a w ( X ) = κ d ( μ ^ ) \mathrm{law}(X)=\kappa_{d}(\hat{\mu}) law ( X ) = κ d ( μ ^ ) and l a w ( Y ) = κ d ( ν ^ ) \mathrm{law}(Y)=\kappa_{d}(\hat{\nu}) law ( Y ) = κ d ( ν ^ ) lie in κ d ( Σ d , R ) \kappa_{d}(\Sigma_{d,R}) κ d ( Σ d , R ) and α ∥ X − Y ∥ 2 2 + ∥ X − Y ∥ 2 = α W 2 + W < r s \alpha\lVert X-Y\rVert_{2}^{2}+\lVert X-Y\rVert_{2}=\alpha W^{2}+W<r_{\mathrm{s}} α ∥ X − Y ∥ 2 2 + ∥ X − Y ∥ 2 = α W 2 + W < r s by Steps 7 and 6. Therefore
ρ ( u ( κ d ( μ ^ ) ) − v ( κ d ( ν ^ ) ) ) < 7 8 ρ β + 1 α . \rho\bigl(u(\kappa_{d}(\hat{\mu}))-v(\kappa_{d}(\hat{\nu}))\bigr)<\tfrac{7}{8}\rho\beta+\tfrac{1}{\alpha}. ρ ( u ( κ d ( μ ^ )) − v ( κ d ( ν ^ )) ) < 8 7 ρβ + α 1 .
Step 10 (Lower bound and contradiction). Since Ψ δ , α ( μ ^ , ν ^ ) ≥ S ( δ , α ) − θ \Psi_{\delta,\alpha}(\hat{\mu},\hat{\nu})\ge S(\delta,\alpha)-\theta Ψ δ , α ( μ ^ , ν ^ ) ≥ S ( δ , α ) − θ , W 2 ≥ 0 W^{2}\ge0 W 2 ≥ 0 , E ( μ ^ ) , E ( ν ^ ) ≥ e \mathcal{E}(\hat{\mu}),\mathcal{E}(\hat{\nu})\ge e E ( μ ^ ) , E ( ν ^ ) ≥ e (Step 1) and 2 δ e ≥ − 2 δ ∣ e ∣ 2\delta e\ge-2\delta|e| 2 δe ≥ − 2 δ ∣ e ∣ (Step 6),
u ( κ d ( μ ^ ) ) − v ( κ d ( ν ^ ) ) = Ψ δ , α ( μ ^ , ν ^ ) + α 2 W 2 + δ E ( μ ^ ) + δ E ( ν ^ ) ≥ S ( δ , α ) − θ − 2 δ ∣ e ∣ ≥ q m + 1 − 2 α − θ ≥ 2 β − 2 α − β 8 , 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}, u ( κ d ( μ ^ ) ) − v ( κ d ( ν ^ ) ) = Ψ δ , α ( μ ^ , ν ^ ) + 2 α W 2 + δ E ( μ ^ ) + δ E ( ν ^ ) ≥ S ( δ , α ) − θ − 2 δ ∣ e ∣ ≥ q m + 1 − α 2 − θ ≥ 2 β − α 2 − 8 β ,
by Step 5 and Step 2. Multiplying by ρ > 0 \rho>0 ρ > 0 and combining with Step 9 gives 2 ρ β − 2 ρ α − ρ β 8 < 7 8 ρ β + 1 α 2\rho\beta-\frac{2\rho}{\alpha}-\frac{\rho\beta}{8}<\frac{7}{8}\rho\beta+\frac{1}{\alpha} 2 ρβ − α 2 ρ − 8 ρβ < 8 7 ρβ + α 1 , that is, ρ β < 2 ρ + 1 α \rho\beta<\frac{2\rho+1}{\alpha} ρβ < α 2 ρ + 1 , which contradicts Step 3. Hence u ( κ d ( μ ) ) ≤ v ( κ d ( μ ) ) u(\kappa_{d}(\mu))\le v(\kappa_{d}(\mu)) u ( κ d ( μ )) ≤ v ( κ d ( μ )) for every μ ∈ D \mu\in\mathcal{D} μ ∈ 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 u u u and v v v is both a free-energy-penalised viscosity subsolution and a free-energy-penalised viscosity supersolution of ( E ) (\mathrm{E}) ( E ) , and by hypothesis the functions μ ↦ u ( κ d ( μ ) ) \mu\mapsto u(\kappa_{d}(\mu)) μ ↦ u ( κ d ( μ )) and μ ↦ v ( κ d ( μ ) ) \mu\mapsto v(\kappa_{d}(\mu)) μ ↦ v ( κ d ( μ )) on D \mathcal{D} D are both upper and lower semicontinuous on D \mathcal{D} D . Clause 1 applied to the pair ( u , v ) (u,v) ( u , v ) gives u ( κ d ( μ ) ) ≤ v ( κ d ( μ ) ) u(\kappa_{d}(\mu))\le v(\kappa_{d}(\mu)) u ( κ d ( μ )) ≤ v ( κ d ( μ )) , and clause 1 applied to the pair ( v , u ) (v,u) ( v , u ) gives v ( κ d ( μ ) ) ≤ u ( κ d ( μ ) ) v(\kappa_{d}(\mu))\le u(\kappa_{d}(\mu)) v ( κ d ( μ )) ≤ u ( κ d ( μ )) , for every μ ∈ D \mu\in\mathcal{D} μ ∈ D . Hence u ( κ d ( μ ) ) = v ( κ d ( μ ) ) u(\kappa_{d}(\mu))=v(\kappa_{d}(\mu)) u ( κ d ( μ )) = v ( κ d ( μ )) for every μ ∈ D \mu\in\mathcal{D} μ ∈ D .