TheoremBase

Realise the free heat flow as the free product with the semicircular law followed by the substitution xix_i + sqrt(t) xd+ix_{d+i}, then read off each clause: marginal embeddings for the norm bound, freeness and Schwinger-Dyson for the moments, explicit couplings for the Wasserstein bounds, the Schwinger-Dyson characterisation plus a semicircular rotation for the semigroup law, and polynomial dependence on sqrt(t) for continuity.

Proof

Each result cited is universally quantified over the data in its own statement.

Conventions and elementary facts. For m,n∈Nm,n\in\mathbb{N} write ιm,n1=σ(x1,…,xm):Pm→Pm+n\iota^{1}_{m,n}=\sigma_{(x_{1},\dots,x_{m})}:\mathcal{P}_{m}\to\mathcal{P}_{m+n} and ιm,n2=σ(xm+1,…,xm+n):Pn→Pm+n\iota^{2}_{m,n}=\sigma_{(x_{m+1},\dots,x_{m+n})}:\mathcal{P}_{n}\to\mathcal{P}_{m+n}; these are the maps ι1,ι2\iota^{1},\iota^{2} of Freeness of Two Groups of Variables under a Noncommutative Law §free for the split of m+nm+n variables into the first mm and the last nn, and a free product α⋆β\alpha\star\beta for that split is taken as in The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §product. For m=n=dm=n=d they are the marginal substitutions ι1=ιd,d1\iota^{1}=\iota^{1}_{d,d} and ι2=ιd,d2\iota^{2}=\iota^{2}_{d,d}. Every tuple of variables is self-adjoint by Noncommutative Polynomials Form a Unital Complex Algebra with Involution: Linear Extension from Monomials, Products, Adjoints and Self-Adjoint Parts §self-adjoint, and the tuple of an affine datum is self-adjoint by Affine Substitutions of Noncommutative Laws: Self-Adjointness, Composition, Moment Formulas and Positivity, and the Coordinate Data §self-adjoint; the same clause shows that ω∘σT\omega\circ\sigma_{T} is a tracial state (a law if ω\omega is a law) for every tracial state ω\omega and affine datum TT.

(C) Composition rule. Let aa be an nn-tuple in Pm\mathcal{P}_{m} and bb an mm-tuple in Pl\mathcal{P}_{l}. By Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §composition, σb∘σa=σc\sigma_{b}\circ\sigma_{a}=\sigma_{c} with cj=σb(aj)c_{j}=\sigma_{b}(a_{j}), so (ω∘σb)∘σa=ω∘σc(\omega\circ\sigma_{b})\circ\sigma_{a}=\omega\circ\sigma_{c} for every linear ω:Pl→C\omega:\mathcal{P}_{l}\to\mathbb{C}. If aj=∑kAjkxka_{j}=\sum_{k}A_{jk}x_{k} with real AjkA_{jk}, then cj=∑kAjkbkc_{j}=\sum_{k}A_{jk}b_{k}, because σb\sigma_{b} is linear (Substitution of Noncommutative Polynomials into the Variables §substitution) with σb(xk)=bk\sigma_{b}(x_{k})=b_{k} (Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values). Substitutions are moreover multiplicative (Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §homomorphism) and σb(1)=1\sigma_{b}(1)=1 (Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values).

(Q) If a,b≥0a,b\ge0 are real with a2≤b2a^{2}\le b^{2}, then a≤ba\le b: otherwise 0≤b<a0\le b<a gives b2≤ab<a2b^{2}\le ab<a^{2}. (S) For real u,v≥0u,v\ge0, uv=uv\sqrt{u}\sqrt{v}=\sqrt{uv} and 0=0\sqrt{0}=0, since uv≥0\sqrt{u}\sqrt{v}\ge0 and (uv)2=uv(\sqrt{u}\sqrt{v})^{2}=uv, and 02=00^{2}=0, by the uniqueness in Existence and Uniqueness of the Nonnegative Square Root. (B) If 0<R≤R′0<R\le R' then Σn,R⊆Σn,R′\Sigma_{n,R}\subseteq\Sigma_{n,R'}, because Rk≤R′kR^{k}\le R'^{k} for every k∈Nk\in\mathbb{N} (Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §norm-bound).

(SC) The semicircular law. scd\mathrm{sc}_{d} satisfies the Schwinger-Dyson equation (The Semicircular Law and Its Scalings §standard), so by The Vacuum Law of the Semicircular Operators is the Unique Noncommutative Law Satisfying the Schwinger-Dyson Equation §unique it equals the vacuum law of that theorem, which lies in Σd,2\Sigma_{d,2} by The Vacuum Law of the Semicircular Operators is the Unique Noncommutative Law Satisfying the Schwinger-Dyson Equation §vacuum-law; thus scd∈Σd,2\mathrm{sc}_{d}\in\Sigma_{d,2}. By the Schwinger-Dyson equation and the definition of the free difference quotient (with x∅=1x_{\varnothing}=1 and scd(1)=1\mathrm{sc}_{d}(1)=1), for i,k∈[d]i,k\in[d]: scd(xi)=scd(xi1)=∂iscd(1)=0\mathrm{sc}_{d}(x_{i})=\mathrm{sc}_{d}(x_{i}1)=\partial^{\mathrm{sc}_{d}}_{i}(1)=0 and scd(xixk)=∂iscd(xk)=δik\mathrm{sc}_{d}(x_{i}x_{k})=\partial^{\mathrm{sc}_{d}}_{i}(x_{k})=\delta_{ik}. The tuple of TtT_{t} of The Semicircular Law and Its Scalings §scaled is (t x1,…,t xd)(\sqrt{t}\,x_{1},\dots,\sqrt{t}\,x_{d}), and scd,t=scd∘σTt\mathrm{sc}_{d,t}=\mathrm{sc}_{d}\circ\sigma_{T_{t}}.

For λ∈Σd\lambda\in\Sigma_{d} put γ=λ⋆scd∈Σ2d\gamma=\lambda\star\mathrm{sc}_{d}\in\Sigma_{2d} (split d+dd+d). By The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §product, γ\gamma is free, γ∘ι1=λ\gamma\circ\iota^{1}=\lambda and γ∘ι2=scd\gamma\circ\iota^{2}=\mathrm{sc}_{d}. Write gt=(x1+t xd+1,…,xd+t x2d)g^{t}=(x_{1}+\sqrt{t}\,x_{d+1},\dots,x_{d}+\sqrt{t}\,x_{2d}) for the tuple of Γt\Gamma_{t}, so σΓt=σgt\sigma_{\Gamma_{t}}=\sigma_{g^{t}} by Affine Data and Affine Substitutions of Noncommutative Polynomials §substitution.

Clause 1 (Realisation). By Free Additive Convolution of Two Noncommutative Laws §convolution, λ⊞scd,t=(λ⋆scd,t)∘σadd\lambda\boxplus\mathrm{sc}_{d,t}=(\lambda\star\mathrm{sc}_{d,t})\circ\sigma_{\mathrm{add}}, where add\mathrm{add} has tuple (x1+xd+1,…,xd+x2d)(x_{1}+x_{d+1},\dots,x_{d}+x_{2d}). Apply The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §substitution with m=n=m′=n′=dm=n=m'=n'=d, a=(x1,…,xd)a=(x_{1},\dots,x_{d}) in Pd\mathcal{P}_{d} and b=(t x1,…,t xd)b=(\sqrt{t}\,x_{1},\dots,\sqrt{t}\,x_{d}), the tuple of TtT_{t}. By (C), ι1(xj)=xj\iota^{1}(x_{j})=x_{j} and ι2(t xj)=t xd+j\iota^{2}(\sqrt{t}\,x_{j})=\sqrt{t}\,x_{d+j}, so the tuple of that clause is c=(x1,…,xd,t xd+1,…,t x2d)c=(x_{1},\dots,x_{d},\sqrt{t}\,x_{d+1},\dots,\sqrt{t}\,x_{2d}), and

γ∘σc=(λ∘σa)⋆(scd∘σTt)=λ⋆scd,t,\gamma\circ\sigma_{c}=(\lambda\circ\sigma_{a})\star(\mathrm{sc}_{d}\circ\sigma_{T_{t}})=\lambda\star\mathrm{sc}_{d,t},

using σa(p)=p\sigma_{a}(p)=p from Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §identity. By (C), (γ∘σc)∘σadd=γ∘σc′(\gamma\circ\sigma_{c})\circ\sigma_{\mathrm{add}}=\gamma\circ\sigma_{c'} with ci′=σc(xi+xd+i)=xi+t xd+ic'_{i}=\sigma_{c}(x_{i}+x_{d+i})=x_{i}+\sqrt{t}\,x_{d+i}, that is c′=gtc'=g^{t}. Hence λ⊞scd,t=γ∘σΓt\lambda\boxplus\mathrm{sc}_{d,t}=\gamma\circ\sigma_{\Gamma_{t}}.

Clause 2 (Norm bound). By (S), 0=0\sqrt{0}=0, so Γ0\Gamma_{0} has the same maps as the marginal datum pr1\mathrm{pr}^{1} of Affine Data and Affine Substitutions of Noncommutative Polynomials §coordinate, and σpr1=ι1\sigma_{\mathrm{pr}^{1}}=\iota^{1} by Affine Substitutions of Noncommutative Laws: Self-Adjointness, Composition, Moment Formulas and Positivity, and the Coordinate Data §coordinate. By Clause 1, λ⊞scd,0=γ∘ι1=λ\lambda\boxplus\mathrm{sc}_{d,0}=\gamma\circ\iota^{1}=\lambda.

Now let λ∈Σd,R\lambda\in\Sigma_{d,R}. Since γ∈Σ2d\gamma\in\Sigma_{2d}, it lies in some Σ2d,r\Sigma_{2d,r} (Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law), so the multiplication operators LpL_{p} on Hγ\mathcal{H}_{\gamma}, p∈P2dp\in\mathcal{P}_{2d}, are those of Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §multiplication. Apply Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation to γ\gamma with m=2dm=2d, n=dn=d and a=(x1,…,xd)a=(x_{1},\dots,x_{d}), so σa=ι1\sigma_{a}=\iota^{1} and the marginal is λ\lambda, with embedding π:Mλ→Mγ\pi:\mathcal{M}_{\lambda}\to\mathcal{M}_{\gamma}. For j∈[d]j\in[d] the operator LxjL_{x_{j}} on Hλ\mathcal{H}_{\lambda} commutes with every RpR_{p} (Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §commute), so it lies in Mλ\mathcal{M}_{\lambda} (The Tracial Algebra of a Noncommutative Law and Its Trace §algebra), and has norm at most RR by Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §multiplication. By Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §homomorphism its image π(Lxj)\pi(L_{x_{j}}) is Lι1(xj)=LxjL_{\iota^{1}(x_{j})}=L_{x_{j}} on Hγ\mathcal{H}_{\gamma}, and by Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §embedding ∥Lxj∥op≤R\lVert L_{x_{j}}\rVert_{\mathrm{op}}\le R on Hγ\mathcal{H}_{\gamma}. The same argument with a=(xd+1,…,x2d)a=(x_{d+1},\dots,x_{2d}), whose marginal is scd∈Σd,2\mathrm{sc}_{d}\in\Sigma_{d,2} by (SC), gives ∥Lxd+j∥op≤2\lVert L_{x_{d+j}}\rVert_{\mathrm{op}}\le2 on Hγ\mathcal{H}_{\gamma}. By Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §algebra, Lgjt=Lxj+t Lxd+jL_{g^{t}_{j}}=L_{x_{j}}+\sqrt{t}\,L_{x_{d+j}}, so by the triangle inequality and homogeneity of the operator norm ∥Lgjt∥op≤R+2t\lVert L_{g^{t}_{j}}\rVert_{\mathrm{op}}\le R+2\sqrt{t}. Since gtg^{t} is self-adjoint, Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §law with C=R+2t>0C=R+2\sqrt{t}>0 gives γ∘σgt∈Σd,R+2t\gamma\circ\sigma_{g^{t}}\in\Sigma_{d,R+2\sqrt{t}}, which is λ⊞scd,t\lambda\boxplus\mathrm{sc}_{d,t} by Clause 1.

Clause 3 (Moments). First the moments of γ\gamma. For i,k∈[d]i,k\in[d], by (C) and the marginals of γ\gamma: mi(γ)=γ(ι1(xi))=mi(λ)\mathrm{m}_{i}(\gamma)=\gamma(\iota^{1}(x_{i}))=\mathrm{m}_{i}(\lambda), mik(γ)=γ(ι1(xixk))=mik(λ)\mathrm{m}_{ik}(\gamma)=\gamma(\iota^{1}(x_{i}x_{k}))=\mathrm{m}_{ik}(\lambda), md+i(γ)=scd(xi)=0\mathrm{m}_{d+i}(\gamma)=\mathrm{sc}_{d}(x_{i})=0 and md+i,d+k(γ)=scd(xixk)=δik\mathrm{m}_{d+i,d+k}(\gamma)=\mathrm{sc}_{d}(x_{i}x_{k})=\delta_{ik} by (SC). For the mixed moments, p1=xi−mi(λ)1∈Pdp_{1}=x_{i}-\mathrm{m}_{i}(\lambda)1\in\mathcal{P}_{d} and p2=xk∈Pdp_{2}=x_{k}\in\mathcal{P}_{d} satisfy γ(ι1(p1))=λ(xi)−mi(λ)=0\gamma(\iota^{1}(p_{1}))=\lambda(x_{i})-\mathrm{m}_{i}(\lambda)=0 and γ(ι2(p2))=scd(xk)=0\gamma(\iota^{2}(p_{2}))=\mathrm{sc}_{d}(x_{k})=0, so freeness of γ\gamma (Freeness of Two Groups of Variables under a Noncommutative Law §free with (e1,e2)=(1,2)(e_{1},e_{2})=(1,2)) gives γ((xi−mi(λ)1)xd+k)=0\gamma\bigl((x_{i}-\mathrm{m}_{i}(\lambda)1)x_{d+k}\bigr)=0, hence mi,d+k(γ)=mi(λ) md+k(γ)=0\mathrm{m}_{i,d+k}(\gamma)=\mathrm{m}_{i}(\lambda)\,\mathrm{m}_{d+k}(\gamma)=0; and md+k,i(γ)=mi,d+k(γ)=0\mathrm{m}_{d+k,i}(\gamma)=\mathrm{m}_{i,d+k}(\gamma)=0 by the symmetry in Affine Substitutions of Noncommutative Laws: Self-Adjointness, Composition, Moment Formulas and Positivity, and the Coordinate Data §moments.

By Clause 1, λ⊞scd,t=γ∘σΓt\lambda\boxplus\mathrm{sc}_{d,t}=\gamma\circ\sigma_{\Gamma_{t}}, and Affine Substitutions of Noncommutative Laws: Self-Adjointness, Composition, Moment Formulas and Positivity, and the Coordinate Data §moments with T=ΓtT=\Gamma_{t} (whose translation part is 00, and whose row ii has the entries 11 at ii and t\sqrt{t} at d+id+i) gives

mi(γ∘σΓt)=mi(γ)+t md+i(γ)=mi(λ),\mathrm{m}_{i}(\gamma\circ\sigma_{\Gamma_{t}})=\mathrm{m}_{i}(\gamma)+\sqrt{t}\,\mathrm{m}_{d+i}(\gamma)=\mathrm{m}_{i}(\lambda), mik(γ∘σΓt)=mik(γ)+t mi,d+k(γ)+t md+i,k(γ)+t md+i,d+k(γ)=mik(λ)+t δik,\mathrm{m}_{ik}(\gamma\circ\sigma_{\Gamma_{t}})=\mathrm{m}_{ik}(\gamma)+\sqrt{t}\,\mathrm{m}_{i,d+k}(\gamma)+\sqrt{t}\,\mathrm{m}_{d+i,k}(\gamma)+t\,\mathrm{m}_{d+i,d+k}(\gamma)=\mathrm{m}_{ik}(\lambda)+t\,\delta_{ik},

using tt=t\sqrt{t}\sqrt{t}=t (Existence and Uniqueness of the Nonnegative Square Root). Summing over i=k∈[d]i=k\in[d] gives M(λ⊞scd,t)=M(λ)+tdM(\lambda\boxplus\mathrm{sc}_{d,t})=M(\lambda)+td, since M=∑imiiM=\sum_{i}\mathrm{m}_{ii} by the statement of Affine Substitutions of Noncommutative Laws: Self-Adjointness, Composition, Moment Formulas and Positivity, and the Coordinate Data.

Clause 4 (Distance to the initial law). Let e=(g1t,…,gdt,x1,…,xd)e=(g^{t}_{1},\dots,g^{t}_{d},x_{1},\dots,x_{d}), the tuple of the affine datum from 2d2d to 2d2d variables with translation 00 whose row i∈[d]i\in[d] has entries 11 at ii and t\sqrt{t} at d+id+i, and whose row d+id+i has entry 11 at ii, all other entries 00. Then π=γ∘σe\pi=\gamma\circ\sigma_{e} is a tracial state on P2d\mathcal{P}_{2d}. By (C), π∘ι1=γ∘σgt=λ⊞scd,t\pi\circ\iota^{1}=\gamma\circ\sigma_{g^{t}}=\lambda\boxplus\mathrm{sc}_{d,t} (Clause 1) and π∘ι2=γ∘σ(x1,…,xd)=γ∘ι1=λ\pi\circ\iota^{2}=\gamma\circ\sigma_{(x_{1},\dots,x_{d})}=\gamma\circ\iota^{1}=\lambda, so π∈Π(λ⊞scd,t,λ)\pi\in\Pi(\lambda\boxplus\mathrm{sc}_{d,t},\lambda) (Couplings of Two Noncommutative Laws and Their Quadratic Cost §coupling). By (C), σe(Δd)=∑j=1d(ej−ed+j)2=∑j=1d(t xd+j)2=t ι2(∑j=1dxjxj)\sigma_{e}(\Delta_{d})=\sum_{j=1}^{d}(e_{j}-e_{d+j})^{2}=\sum_{j=1}^{d}(\sqrt{t}\,x_{d+j})^{2}=t\,\iota^{2}\bigl(\sum_{j=1}^{d}x_{j}x_{j}\bigr), so by Couplings of Two Noncommutative Laws and Their Quadratic Cost §cost and (SC)

I(π)=t∑j=1dscd(xjxj)=td.I(\pi)=t\sum_{j=1}^{d}\mathrm{sc}_{d}(x_{j}x_{j})=td.

The infimum defining W2(λ⊞scd,t,λ)2W_{2}(\lambda\boxplus\mathrm{sc}_{d,t},\lambda)^{2} in The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §distance is at most I(π)=td=(td)2I(\pi)=td=(\sqrt{td})^{2}, and (Q) gives W2(λ⊞scd,t,λ)≤tdW_{2}(\lambda\boxplus\mathrm{sc}_{d,t},\lambda)\le\sqrt{td}.

Clause 5 (Contraction). By Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law there are reals R1,R2>0R_{1},R_{2}>0 with μ∈Σd,R1\mu\in\Sigma_{d,R_{1}} and ν∈Σd,R2\nu\in\Sigma_{d,R_{2}}; with R=max⁡(R1,R2)R=\max(R_{1},R_{2}), (B) gives μ,ν∈Σd,R\mu,\nu\in\Sigma_{d,R}. By The Noncommutative Wasserstein Distance: Existence of Optimal Couplings, Symmetry, Separation, a Moment Bound, Weak-Star Lower Semicontinuity, and Displacement Interpolation §attained there is an optimal coupling ρ∈Π(μ,ν)\rho\in\Pi(\mu,\nu), and ρ∈Σ2d,R⊆Σ2d\rho\in\Sigma_{2d,R}\subseteq\Sigma_{2d} by Couplings of Noncommutative Laws: the Norm Bound, the Cost Identity, the Tensor, Diagonal and Swapped Couplings, Weak-Star Closedness, and Displacement Interpolants §bound. Let Θ=ρ⋆scd∈Σ3d\Theta=\rho\star\mathrm{sc}_{d}\in\Sigma_{3d} for the split 3d=2d+d3d=2d+d, so Θ∘ι2d,d1=ρ\Theta\circ\iota^{1}_{2d,d}=\rho by The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §product. Let ff be the 2d2d-tuple in P3d\mathcal{P}_{3d} with fj=xj+t x2d+jf_{j}=x_{j}+\sqrt{t}\,x_{2d+j} and fd+j=xd+j+t x2d+jf_{d+j}=x_{d+j}+\sqrt{t}\,x_{2d+j} (j∈[d]j\in[d]), the tuple of an affine datum from 3d3d to 2d2d variables with translation 00; so π=Θ∘σf\pi=\Theta\circ\sigma_{f} is a tracial state on P2d\mathcal{P}_{2d}.

For k∈{1,2}k\in\{1,2\} apply The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §substitution with m=2dm=2d, n=dn=d, m′=n′=dm'=n'=d, b=(x1,…,xd)b=(x_{1},\dots,x_{d}) in Pd\mathcal{P}_{d}, and a=(x1,…,xd)a=(x_{1},\dots,x_{d}) for k=1k=1, a=(xd+1,…,x2d)a=(x_{d+1},\dots,x_{2d}) for k=2k=2, in P2d\mathcal{P}_{2d}; then σa=ιk\sigma_{a}=\iota^{k} (Couplings of Two Noncommutative Laws and Their Quadratic Cost §marginals) and σb\sigma_{b} is the identity (Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §identity). By (C) the tuple of that clause is ck=(x(k−1)d+1,…,xkd,x2d+1,…,x3d)c^{k}=(x_{(k-1)d+1},\dots,x_{kd},x_{2d+1},\dots,x_{3d}), and

Θ∘σc1=(ρ∘ι1)⋆scd=μ⋆scd,Θ∘σc2=(ρ∘ι2)⋆scd=ν⋆scd.\Theta\circ\sigma_{c^{1}}=(\rho\circ\iota^{1})\star\mathrm{sc}_{d}=\mu\star\mathrm{sc}_{d},\qquad\Theta\circ\sigma_{c^{2}}=(\rho\circ\iota^{2})\star\mathrm{sc}_{d}=\nu\star\mathrm{sc}_{d}.

By Clause 1 and (C), μ⊞scd,t=(Θ∘σc1)∘σgt=Θ∘σh\mu\boxplus\mathrm{sc}_{d,t}=(\Theta\circ\sigma_{c^{1}})\circ\sigma_{g^{t}}=\Theta\circ\sigma_{h} with hj=σc1(xj+t xd+j)=xj+t x2d+j=fjh_{j}=\sigma_{c^{1}}(x_{j}+\sqrt{t}\,x_{d+j})=x_{j}+\sqrt{t}\,x_{2d+j}=f_{j}, while π∘ι1=Θ∘σ(f1,…,fd)\pi\circ\iota^{1}=\Theta\circ\sigma_{(f_{1},\dots,f_{d})} by (C); so π∘ι1=μ⊞scd,t\pi\circ\iota^{1}=\mu\boxplus\mathrm{sc}_{d,t}. Likewise σc2(xj+t xd+j)=xd+j+t x2d+j=fd+j\sigma_{c^{2}}(x_{j}+\sqrt{t}\,x_{d+j})=x_{d+j}+\sqrt{t}\,x_{2d+j}=f_{d+j} gives π∘ι2=ν⊞scd,t\pi\circ\iota^{2}=\nu\boxplus\mathrm{sc}_{d,t}. Thus π∈Π(μ⊞scd,t,ν⊞scd,t)\pi\in\Pi(\mu\boxplus\mathrm{sc}_{d,t},\nu\boxplus\mathrm{sc}_{d,t}). In the cost the noise cancels: by (C), σf(Δd)=∑j=1d(fj−fd+j)2=∑j=1d(xj−xd+j)2=ι2d,d1(Δd)\sigma_{f}(\Delta_{d})=\sum_{j=1}^{d}(f_{j}-f_{d+j})^{2}=\sum_{j=1}^{d}(x_{j}-x_{d+j})^{2}=\iota^{1}_{2d,d}(\Delta_{d}), so

I(π)=Θ(ι2d,d1(Δd))=ρ(Δd)=I(ρ)=W2(μ,ν)2I(\pi)=\Theta\bigl(\iota^{1}_{2d,d}(\Delta_{d})\bigr)=\rho(\Delta_{d})=I(\rho)=W_{2}(\mu,\nu)^{2}

by Couplings of Two Noncommutative Laws and Their Quadratic Cost §cost and The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §optimal. Hence W2(μ⊞scd,t,ν⊞scd,t)2≤W2(μ,ν)2W_{2}(\mu\boxplus\mathrm{sc}_{d,t},\nu\boxplus\mathrm{sc}_{d,t})^{2}\le W_{2}(\mu,\nu)^{2} by The Noncommutative Quadratic Wasserstein Distance and Optimal Couplings §distance, and (Q) gives the claim.

Clause 6 (Semigroup). Use the split 3d=d+2d3d=d+2d and write Θ′=λ⋆sc2d∈Σ3d\Theta'=\lambda\star\mathrm{sc}_{2d}\in\Sigma_{3d}, so Θ′∘ιd,2d1=λ\Theta'\circ\iota^{1}_{d,2d}=\lambda by The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §product. By Free Semicircular Variables are Characterised by the Schwinger-Dyson Equation Relative to the Other Variables; Semicircular Systems and Rotations §systems, sc2d=scd⋆scd\mathrm{sc}_{2d}=\mathrm{sc}_{d}\star\mathrm{sc}_{d} (split d+dd+d), so sc2d∘ι1=scd\mathrm{sc}_{2d}\circ\iota^{1}=\mathrm{sc}_{d} by The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §product.

Step 1: an auxiliary law. Let GG be the affine datum from 3d3d to 2d2d variables with translation 00 and matrix HH given by Hi,i=1H_{i,i}=1, Hi,d+i=tH_{i,d+i}=\sqrt{t}, Hd+i,2d+i=1H_{d+i,2d+i}=1 (i∈[d]i\in[d]) and all other entries 00; its tuple is (x1+t xd+1,…,xd+t x2d,x2d+1,…,x3d)(x_{1}+\sqrt{t}\,x_{d+1},\dots,x_{d}+\sqrt{t}\,x_{2d},x_{2d+1},\dots,x_{3d}). Put κ=Θ′∘σG∈Σ2d\kappa=\Theta'\circ\sigma_{G}\in\Sigma_{2d}. Apply The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §substitution with m=dm=d, n=2dn=2d, m′=n′=dm'=n'=d, a=(x1,…,xd)a=(x_{1},\dots,x_{d}) in Pd\mathcal{P}_{d} and b=(x1,…,xd)b=(x_{1},\dots,x_{d}) in P2d\mathcal{P}_{2d}, so σa\sigma_{a} is the identity and σb=ι1\sigma_{b}=\iota^{1}: by (C) the tuple of that clause is c=(x1,…,x2d)c=(x_{1},\dots,x_{2d}) in P3d\mathcal{P}_{3d} and Θ′∘σc=λ⋆(sc2d∘ι1)=λ⋆scd\Theta'\circ\sigma_{c}=\lambda\star(\mathrm{sc}_{2d}\circ\iota^{1})=\lambda\star\mathrm{sc}_{d}. By (C) and Clause 1, κ∘ι1=Θ′∘σ(x1+txd+1,…,xd+tx2d)=(Θ′∘σc)∘σgt=(λ⋆scd)∘σΓt=λ⊞scd,t\kappa\circ\iota^{1}=\Theta'\circ\sigma_{(x_{1}+\sqrt{t}x_{d+1},\dots,x_{d}+\sqrt{t}x_{2d})}=(\Theta'\circ\sigma_{c})\circ\sigma_{g^{t}}=(\lambda\star\mathrm{sc}_{d})\circ\sigma_{\Gamma_{t}}=\lambda\boxplus\mathrm{sc}_{d,t}, since σc(gjt)=gjt\sigma_{c}(g^{t}_{j})=g^{t}_{j} in P3d\mathcal{P}_{3d}.

Step 2: κ=(λ⊞scd,t)⋆scd\kappa=(\lambda\boxplus\mathrm{sc}_{d,t})\star\mathrm{sc}_{d}. By the forward direction of Free Semicircular Variables are Characterised by the Schwinger-Dyson Equation Relative to the Other Variables; Semicircular Systems and Rotations §characterisation (with m=dm=d, n=2dn=2d, α=λ\alpha=\lambda, applied to Θ′\Theta'), Θ′\Theta' satisfies the Schwinger-Dyson equation in the last 2d2d variables. Let j∈[d]j\in[d] and q∈P2dq\in\mathcal{P}_{2d}. By (C), σG(xd+jq)=x2d+j σG(q)\sigma_{G}(x_{d+j}q)=x_{2d+j}\,\sigma_{G}(q), so

κ(xd+jq)=Θ′(x2d+j σG(q))=∂2d+jΘ′(σG(q))=∑i=12dHi,2d+j ∂iκ(q)=∂d+jκ(q),\kappa(x_{d+j}q)=\Theta'\bigl(x_{2d+j}\,\sigma_{G}(q)\bigr)=\partial^{\Theta'}_{2d+j}\bigl(\sigma_{G}(q)\bigr)=\sum_{i=1}^{2d}H_{i,2d+j}\,\partial^{\kappa}_{i}(q)=\partial^{\kappa}_{d+j}(q),

the third equality by The Chain Rule for Free Difference Quotients under an Affine Substitution §chain-rule (with m=3dm=3d, n=2dn=2d, T=GT=G, k=2d+jk=2d+j) and the last because Hi,2d+jH_{i,2d+j} is 11 for i=d+ji=d+j and 00 otherwise. Thus κ\kappa satisfies the Schwinger-Dyson equation in its last dd variables, and since κ∘ι1=λ⊞scd,t∈Σd\kappa\circ\iota^{1}=\lambda\boxplus\mathrm{sc}_{d,t}\in\Sigma_{d}, the reverse direction of Free Semicircular Variables are Characterised by the Schwinger-Dyson Equation Relative to the Other Variables; Semicircular Systems and Rotations §characterisation (with m=n=dm=n=d) gives κ=(λ⊞scd,t)⋆scd\kappa=(\lambda\boxplus\mathrm{sc}_{d,t})\star\mathrm{sc}_{d}.

Step 3: the left side. By Clause 1 for the law λ⊞scd,t\lambda\boxplus\mathrm{sc}_{d,t} and the time ss, Step 2 and (C),

(λ⊞scd,t)⊞scd,s=κ∘σΓs=Θ′∘σu,ui=σG(xi+s xd+i)=xi+t xd+i+s x2d+i(i∈[d]).(\lambda\boxplus\mathrm{sc}_{d,t})\boxplus\mathrm{sc}_{d,s}=\kappa\circ\sigma_{\Gamma_{s}}=\Theta'\circ\sigma_{u},\qquad u_{i}=\sigma_{G}(x_{i}+\sqrt{s}\,x_{d+i})=x_{i}+\sqrt{t}\,x_{d+i}+\sqrt{s}\,x_{2d+i}\quad(i\in[d]).

Step 4: the right side. If t+s=0t+s=0, then t=s=0t=s=0, and both sides equal λ\lambda by two applications of Clause 2. Otherwise v=t+s>0v=t+s>0; let O:[d]×[2d]→RO:[d]\times[2d]\to\mathbb{R} have Oi,i=t/vO_{i,i}=\sqrt{t/v}, Oi,d+i=s/vO_{i,d+i}=\sqrt{s/v} and all other entries 00. For i,k∈[d]i,k\in[d], ∑l=12dOilOkl\sum_{l=1}^{2d}O_{il}O_{kl} is 00 if i≠ki\ne k and (t/v)2+(s/v)2=t/v+s/v=1(\sqrt{t/v})^{2}+(\sqrt{s/v})^{2}=t/v+s/v=1 if i=ki=k, so Free Semicircular Variables are Characterised by the Schwinger-Dyson Equation Relative to the Other Variables; Semicircular Systems and Rotations §rotation (with k=dk=d, n=2dn=2d) gives sc2d∘σ(O,0)=scd\mathrm{sc}_{2d}\circ\sigma_{(O,0)}=\mathrm{sc}_{d}. Apply The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §substitution with m=dm=d, n=2dn=2d, m′=n′=dm'=n'=d, a=(x1,…,xd)a=(x_{1},\dots,x_{d}) and bb the tuple of (O,0)(O,0), whose entries are bi=t/v xi+s/v xd+ib_{i}=\sqrt{t/v}\,x_{i}+\sqrt{s/v}\,x_{d+i}: by (C) the tuple of that clause is c′=(x1,…,xd,b1′,…,bd′)c'=(x_{1},\dots,x_{d},b'_{1},\dots,b'_{d}) with bi′=t/v xd+i+s/v x2d+ib'_{i}=\sqrt{t/v}\,x_{d+i}+\sqrt{s/v}\,x_{2d+i}, and Θ′∘σc′=λ⋆(sc2d∘σ(O,0))=λ⋆scd\Theta'\circ\sigma_{c'}=\lambda\star(\mathrm{sc}_{2d}\circ\sigma_{(O,0)})=\lambda\star\mathrm{sc}_{d}. By Clause 1 and (C), λ⊞scd,v=(Θ′∘σc′)∘σΓv=Θ′∘σu′\lambda\boxplus\mathrm{sc}_{d,v}=(\Theta'\circ\sigma_{c'})\circ\sigma_{\Gamma_{v}}=\Theta'\circ\sigma_{u'} with

ui′=σc′(xi+v xd+i)=xi+vt/v xd+i+vs/v x2d+i=ui,u'_{i}=\sigma_{c'}(x_{i}+\sqrt{v}\,x_{d+i})=x_{i}+\sqrt{v}\sqrt{t/v}\,x_{d+i}+\sqrt{v}\sqrt{s/v}\,x_{2d+i}=u_{i},

because vt/v=t\sqrt{v}\sqrt{t/v}=\sqrt{t} and vs/v=s\sqrt{v}\sqrt{s/v}=\sqrt{s} by (S). Comparing with Step 3 gives the claim.

Clause 7 (Continuity). Time. Fix p∈Pdp\in\mathcal{P}_{d}. For a word w=(w1,…,wk)∈Wdw=(w_{1},\dots,w_{k})\in W_{d} and S⊆[k]S\subseteq[k] let wS∈W2dw^{S}\in W_{2d} be the word of length kk whose ll-th letter is d+wld+w_{l} if l∈Sl\in S and wlw_{l} otherwise. By Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values, σgr(xw)\sigma_{g^{r}}(x_{w}) is the product along ww of the gwlr=xwl+r xd+wlg^{r}_{w_{l}}=x_{w_{l}}+\sqrt{r}\,x_{d+w_{l}}, and an induction on kk using distributivity (Noncommutative Polynomials Form a Unital Complex Algebra with Involution: Linear Extension from Monomials, Products, Adjoints and Self-Adjoint Parts §algebra) and xuxu′=xuu′x_{u}x_{u'}=x_{uu'} (Noncommutative Polynomials Form a Unital Complex Algebra with Involution: Linear Extension from Monomials, Products, Adjoints and Self-Adjoint Parts §monomials) gives

σgr(xw)=∑S⊆[k](r)∣S∣ xwS(r≥0),\sigma_{g^{r}}(x_{w})=\sum_{S\subseteq[k]}(\sqrt{r})^{|S|}\,x_{w^{S}}\qquad(r\ge0),

and σgr(x∅)=1\sigma_{g^{r}}(x_{\varnothing})=1. Writing pp as the finite sum of p(w)xwp(w)x_{w} over the words ww in its support, linearity of σgr\sigma_{g^{r}} and of γ\gamma and Clause 1 give, for r≥0r\ge0,

Re⁡(λ⊞scd,r)(p)=∑w∑S(r)∣S∣Re⁡(p(w) γ(xwS)),\operatorname{Re}(\lambda\boxplus\mathrm{sc}_{d,r})(p)=\sum_{w}\sum_{S}(\sqrt{r})^{|S|}\operatorname{Re}\bigl(p(w)\,\gamma(x_{w^{S}})\bigr),

and the same with Im⁡\operatorname{Im}, where the complex numbers p(w)γ(xwS)p(w)\gamma(x_{w^{S}}) do not depend on rr (for the empty word the inner sum is the single term p(∅)γ(1)p(\varnothing)\gamma(1)). The map r↦rr\mapsto\sqrt{r} is continuous on [0,∞)[0,\infty): for r≥r0≥0r\ge r_{0}\ge0 we have 0≤r−r00\le\sqrt{r}-\sqrt{r_{0}} (by (Q), as r0≤rr_{0}\le r) and (r−r0)2≤(r−r0)(r+r0)=r−r0(\sqrt{r}-\sqrt{r_{0}})^{2}\le(\sqrt{r}-\sqrt{r_{0}})(\sqrt{r}+\sqrt{r_{0}})=r-r_{0}, so in all cases ∣r−r0∣2≤∣r−r0∣|\sqrt{r}-\sqrt{r_{0}}|^{2}\le|r-r_{0}|; given ε>0\varepsilon>0, δ=ε2\delta=\varepsilon^{2} satisfies Continuous Map Between Metric Spaces for the metric of The Absolute Value Metric on the Real Numbers, since if ∣r−r0∣<ε2|r-r_{0}|<\varepsilon^{2} and ε≤∣r−r0∣\varepsilon\le|\sqrt{r}-\sqrt{r_{0}}|, then ε2≤∣r−r0∣2≤∣r−r0∣<ε2\varepsilon^{2}\le|\sqrt{r}-\sqrt{r_{0}}|^{2}\le|r-r_{0}|<\varepsilon^{2}, which is absurd. By claims 1 and 5 of Continuity of Sums and Products of Real-Valued Functions on a Metric Space and induction on ∣S∣|S|, each power r↦(r)∣S∣r\mapsto(\sqrt{r})^{|S|} is continuous on [0,∞)[0,\infty), and by claim 5 of the same theorem so are its real multiples and the finite sums displayed above. This proves the first assertion.

Law. Let (μk)(\mu_{k}) in Σd,R\Sigma_{d,R} converge weak-star to μ\mu, and put R′=max⁡(R,2)R'=\max(R,2). By (B) and (SC), every μk\mu_{k} and scd\mathrm{sc}_{d} lie in Σd,R′\Sigma_{d,R'}, and the constant sequence (scd)(\mathrm{sc}_{d}) converges weak-star to scd\mathrm{sc}_{d} by Weak-Star Convergence of Noncommutative Laws §weak-star. By The Free Product of Two Noncommutative Laws: Existence, Uniqueness, Norm Bound, Substitutions and Weak-Star Continuity §continuity, μk⋆scd→μ⋆scd\mu_{k}\star\mathrm{sc}_{d}\to\mu\star\mathrm{sc}_{d} weak-star. For p∈Pdp\in\mathcal{P}_{d}, Clause 1 gives (μk⊞scd,t)(p)=(μk⋆scd)(σΓt(p))(\mu_{k}\boxplus\mathrm{sc}_{d,t})(p)=(\mu_{k}\star\mathrm{sc}_{d})(\sigma_{\Gamma_{t}}(p)) and (μ⊞scd,t)(p)=(μ⋆scd)(σΓt(p))(\mu\boxplus\mathrm{sc}_{d,t})(p)=(\mu\star\mathrm{sc}_{d})(\sigma_{\Gamma_{t}}(p)); applying Weak-Star Convergence of Noncommutative Laws §weak-star to the fixed polynomial σΓt(p)∈P2d\sigma_{\Gamma_{t}}(p)\in\mathcal{P}_{2d}, the real and imaginary parts of the former converge to those of the latter. Hence μk⊞scd,t→μ⊞scd,t\mu_{k}\boxplus\mathrm{sc}_{d,t}\to\mu\boxplus\mathrm{sc}_{d,t} weak-star.

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