TheoremBase

Couplings of a Square-Integrable Plan with a Law: Displacement and Momentum Pairing

The couplings of a square-integrable plan with a law are the three-variable laws whose first two variables have the plan as law and whose third variable has the given law; they always exist, and every three-variable law has a displacement and a momentum pairing that do not depend on how it is realised.

Statement

In the setting of Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation, write 3d=d+d+d3d=d+d+d. Affine data, their push-forwards T#T_{\#} and the marginal data pr1,pr2\mathrm{pr}^{1},\mathrm{pr}^{2} are those of Square-Integrable Noncommutative Laws: Standing Notation §affine, and the quadratic moments mij\mathrm{m}_{ij} are those of Square-Integrable Noncommutative Laws: Standing Notation §moments. Sums, differences, the pairing ⟨⋅,⋅⟩2\langle\cdot,\cdot\rangle_{2} 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; L2L^{2} tuples, the operations TZTZ, pairs and triples, and laws are those of Tracial W*-Probability Spaces and Square-Integrable Tuples: Standing Notation §tuples. Let B=(EB,0)B=(E^{B},0) and U=(EU,0)U=(E^{U},0) be the affine data from 3d3d to 2d2d variables and C=(EC,0)C=(E^{C},0) the affine datum from 3d3d to dd variables given, for i∈[d]i\in[d] and j∈[3d]j\in[3d], by

EijB={1,j=i,0,j≠i,Ed+i,jB={1,j=d+i,0,j≠d+i,EijC={1,j=2d+i,0,j≠2d+i,E^{B}_{ij}=\begin{cases}1,&j=i,\\0,&j\ne i,\end{cases}\qquad E^{B}_{d+i,j}=\begin{cases}1,&j=d+i,\\0,&j\ne d+i,\end{cases}\qquad E^{C}_{ij}=\begin{cases}1,&j=2d+i,\\0,&j\ne 2d+i,\end{cases} EijU={1,j=d+i,0,j≠d+i,Ed+i,jU={1,j=2d+i,−1,j=i,0,otherwise,E^{U}_{ij}=\begin{cases}1,&j=d+i,\\0,&j\ne d+i,\end{cases}\qquad E^{U}_{d+i,j}=\begin{cases}1,&j=2d+i,\\-1,&j=i,\\0,&\text{otherwise},\end{cases}

so that B(X,P,X′)=(X,P)B(X,P,X')=(X,P), C(X,P,X′)=X′C(X,P,X')=X' and U(X,P,X′)=(P,X′−X)U(X,P,X')=(P,X'-X) for all L2L^{2} dd-tuples X,P,X′X,P,X' of a tracial W*-probability space.

1. (Displacement and momentum pairing) Let γ∈Σ3d2\gamma\in\Sigma^{2}_{3d}. A realisation of γ\gamma is a triple (X,P,X′)(X,P,X') of L2L^{2} dd-tuples of a tracial W*-probability space with law(X,P,X′)=γ\mathrm{law}(X,P,X')=\gamma; one exists by Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §law, applied to 3d3d variables, writing the L2L^{2} 3d3d-tuple it provides as a triple. For every realisation, law(P,X′−X)=U#γ\mathrm{law}(P,X'-X)=U_{\#}\gamma by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §push-forward, so that, by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §moments and Sums, Real Multiples and the Pairing of Square-Integrable Tuples in a Tracial W*-Probability Space §pairing,

∥X′−X∥22=∑i=1dmd+i,d+i(U#γ),⟨P,X′−X⟩2=∑i=1dmi,d+i(U#γ).\lVert X'-X\rVert_{2}^{2}=\sum_{i=1}^{d}\mathrm{m}_{d+i,d+i}(U_{\#}\gamma),\qquad\langle P,X'-X\rangle_{2}=\sum_{i=1}^{d}\mathrm{m}_{i,d+i}(U_{\#}\gamma).

Hence the reals s(γ)=∥X′−X∥2s(\gamma)=\lVert X'-X\rVert_{2} and p(γ)=⟨P,X′−X⟩2p(\gamma)=\langle P,X'-X\rangle_{2} do not depend on the realisation; s(γ)s(\gamma) is the displacement and p(γ)p(\gamma) the momentum pairing of γ\gamma.

2. (Couplings with a plan) For ϖ∈Σ2d2\varpi\in\Sigma^{2}_{2d} and λ∈Σd2\lambda\in\Sigma^{2}_{d}, the set of couplings of ϖ\varpi with λ\lambda is

Cϖ(λ)={γ∈Σ3d2: B#γ=ϖ and C#γ=λ}.\mathcal{C}_{\varpi}(\lambda)=\bigl\{\gamma\in\Sigma^{2}_{3d}:\ B_{\#}\gamma=\varpi\ \text{and}\ C_{\#}\gamma=\lambda\bigr\}.

This set is nonempty. Indeed, by Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §distance (with ε=1\varepsilon=1) there are L2L^{2} dd-tuples X0,Y0X_{0},Y_{0} of a tracial W*-probability space with law(X0)=pr#1ϖ\mathrm{law}(X_{0})=\mathrm{pr}^{1}_{\#}\varpi and law(Y0)=λ\mathrm{law}(Y_{0})=\lambda; then γ0=law(X0,Y0)\gamma_{0}=\mathrm{law}(X_{0},Y_{0}) satisfies pr#1γ0=pr#1ϖ\mathrm{pr}^{1}_{\#}\gamma_{0}=\mathrm{pr}^{1}_{\#}\varpi and pr#2γ0=λ\mathrm{pr}^{2}_{\#}\gamma_{0}=\lambda by Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §coupling. Since pr1\mathrm{pr}^{1} is the datum FdF^{d} of Gluing Two Square-Integrable Noncommutative Laws along a Common Marginal with k=dk=d, Gluing Two Square-Integrable Noncommutative Laws along a Common Marginal §glue, with k=m=n=dk=m=n=d, π1=ϖ\pi_{1}=\varpi and π2=γ0\pi_{2}=\gamma_{0}, gives L2L^{2} dd-tuples X,P,X′X,P,X' of a tracial W*-probability space with law(X,P)=ϖ\mathrm{law}(X,P)=\varpi and law(X,X′)=γ0\mathrm{law}(X,X')=\gamma_{0}. Then γ=law(X,P,X′)\gamma=\mathrm{law}(X,P,X') lies in Cϖ(λ)\mathcal{C}_{\varpi}(\lambda): B#γ=law(X,P)=ϖB_{\#}\gamma=\mathrm{law}(X,P)=\varpi and C#γ=law(X′)=pr#2γ0=λC_{\#}\gamma=\mathrm{law}(X')=\mathrm{pr}^{2}_{\#}\gamma_{0}=\lambda by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §push-forward and Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §coupling.

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