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Proof of The Upper Semicontinuous Envelope of a Supremum of Plan-Jet Viscosity Subsolutions is a Plan-Jet Viscosity Subsolution

lemmalem:nc-plan-sup-subsolutions-2026a
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· 11,626 chars · 17 deps · depth 38 Reason: F2b: proof of stability under suprema.

Ekeland's principle on joint laws extending the given plan yields plan superjets of members of the family near the base point; gluing transfers their subsolution inequality back to the plan, and uniform continuity of H passes to the limit.

Proof

Each result cited is universally quantified over the data in its own statement. By Test Functions and Plan Jets: Touching Transfers Plan Jets, and the Jet Form of Plan-Jet Viscosity Solutions §sub it suffices to show: for every real δ≥0\delta\ge0, every μ∈Σd2\mu\in\Sigma^{2}_{d}, every π∈Jδ+w∗(μ)\pi\in J^{+}_{\delta}w^{*}(\mu) and every real ηf>0\eta_{f}>0 there are a tracial W*-probability space and L2L^{2} dd-tuples X,P,QX,P,Q of it with law(X,P)=π\mathrm{law}(X,P)=\pi, ∥Q∥2≤δ\lVert Q\rVert_{2}\le\delta and ρ w∗(μ)+HM(X,P+Q)≤ηf\rho\,w^{*}(\mu)+\mathcal{H}_{M}(X,P+Q)\le\eta_{f}. Fix such δ,μ,π,ηf\delta,\mu,\pi,\eta_{f}.

Conventions. For L2L^{2} tuples of one tracial W*-probability space, sums, real multiples, the pairing and ∥⋅∥2\lVert\cdot\rVert_{2} are those of Plan Jets and Hamiltonians on Square-Integrable Noncommutative Laws: Standing Notation §pairing; they are the operations, inner product and norm of HdH^{d} (Sums, Real Multiples and the Pairing of Square-Integrable Tuples in a Tracial W*-Probability Space §operations, Sums, Real Multiples and the Pairing of Square-Integrable Tuples in a Tracial W*-Probability Space §pairing), so the triangle and Cauchy--Schwarz inequalities hold. Law invariance: if law(Z)=law(Z′)\mathrm{law}(Z)=\mathrm{law}(Z') for L2L^{2} kk-tuples Z,Z′Z,Z' of possibly different spaces and TT is an affine datum from kk to ll variables, then law(TZ)=law(TZ′)\mathrm{law}(TZ)=\mathrm{law}(TZ') and ∥TZ∥2=∥TZ′∥2\lVert TZ\rVert_{2}=\lVert TZ'\rVert_{2}, and every pairing ⟨(TZ)1,(TZ)2⟩2\langle(TZ)^{1},(TZ)^{2}\rangle_{2} of two blocks of TZTZ equals the corresponding one for Z′Z', by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §push-forward and Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §moments. In particular a block of a tuple has the law obtained by the coordinate push-forward, and the lift of a function on laws takes the same value on tuples of equal law (Lifts of Functions on Square-Integrable Noncommutative Laws to Square-Integrable Tuples §lift). Every law in Σk2\Sigma^{2}_{k} has a realisation by Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §law.

For γ∈Σ3d2\gamma\in\Sigma^{2}_{3d} and a realisation (X,P,X′)(X,P,X') of γ\gamma (three L2L^{2} dd-tuples of one space with law(X,P,X′)=γ\mathrm{law}(X,P,X')=\gamma), put 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}; by law invariance these do not depend on the realisation. Let BB, CC be the affine data from 3d3d variables selecting (x,p)(x,p) and x′x'. Since s(γ)2s(\gamma)^{2} is the second moment of the push-forward of γ\gamma under the datum (x,p,x′)↦x′−x(x,p,x')\mapsto x'-x and p(γ)p(\gamma) is a sum of quadratic moments of the push-forward under (x,p,x′)↦(p,x′−x)(x,p,x')\mapsto(p,x'-x), the maps ss, pp, B#B_{\#} and C#C_{\#} are continuous by Calculus of Square-Integrable Noncommutative Laws: Agreement on Bounded Laws, Lipschitz Estimates, Functoriality of Push-Forwards, Moment Formulas, Positivity, the Cost and the Diagonal Coupling §lipschitz.

Step 1 (constants). Let (X0,P0)(X^{0},P^{0}) realise π\pi and put aX=∥X0∥2a_{X}=\lVert X^{0}\rVert_{2}, aP=∥P0∥2a_{P}=\lVert P^{0}\rVert_{2}, which do not depend on the realisation. Put R=aX+aP+δ+4R=a_{X}+a_{P}+\delta+4. By Hamiltonians on Phase-Space Noncommutative Laws that are Uniformly Continuous on Bounded Sets §uniform with RR and ηf/3\eta_{f}/3 there is rH>0r_{H}>0; put η=min⁡{1,rH/8}\eta=\min\{1,r_{H}/8\}. By Plan Superdifferentials, Plan Subdifferentials and Plan Jets with Slack on Square-Integrable Noncommutative Laws §super (with this η\eta) there is r0>0r_{0}>0 such that

w∗(law(X′))≤w∗(μ)+⟨P,X′−X⟩2+(δ+η)∥X′−X∥2(J)w^{*}(\mathrm{law}(X'))\le w^{*}(\mu)+\langle P,X'-X\rangle_{2}+(\delta+\eta)\lVert X'-X\rVert_{2}\tag{J}

for every realisation (X,P,X′)(X,P,X') with law(X,P)=π\mathrm{law}(X,P)=\pi and ∥X′−X∥2<r0\lVert X'-X\rVert_{2}<r_{0}. Since the constant KK is an upper semicontinuous majorant of ww, w≤w∗≤Kw\le w^{*}\le K by Properties of the Upper Semicontinuous Envelope §bounds and Properties of the Upper Semicontinuous Envelope §least. Put κ=(K−w∗(μ)+1)/r02+aP/r0>0\kappa=(K-w^{*}(\mu)+1)/r_{0}^{2}+a_{P}/r_{0}>0.

Step 2 (the functions on plans). Let Γ={γ∈Σ3d2:B#γ=π}\Gamma=\{\gamma\in\Sigma^{2}_{3d}:B_{\#}\gamma=\pi\} with the metric W^2\widehat{W}_{2}. It is complete: a Cauchy sequence in Γ\Gamma converges in Σ3d2\Sigma^{2}_{3d} (The Metric Completion is a Complete Metric Space with a Dense Isometric Copy of the Space, and Maps Preserving Cauchy Sequences Extend to It §complete), and its limit lies in Γ\Gamma because B#B_{\#} is continuous and limits are unique (Uniqueness of Limits in a Metric Space). For v∈Fv\in\mathcal{F} define Fv:Γ→RF_{v}:\Gamma\to\mathbb{R},

Fv(γ)=v(C#γ)−p(γ)−(δ+2η)s(γ)−κs(γ)2.F_{v}(\gamma)=v(C_{\#}\gamma)-p(\gamma)-(\delta+2\eta)s(\gamma)-\kappa s(\gamma)^{2}.

It is upper semicontinuous on Γ\Gamma: v∘C#v\circ C_{\#} is upper semicontinuous as the composite of an upper semicontinuous function with a continuous map, and so is its restriction to Γ\Gamma (Semicontinuity and Continuity Under Composition with a Continuous Map, claims 1 and 4); subtracting the continuous function p+(δ+2η)s+κs2p+(\delta+2\eta)s+\kappa s^{2} preserves this (Sums and Nonnegative Multiples of Semicontinuous Functions). Let γ∈Γ\gamma\in\Gamma with realisation (X,P,X′)(X,P,X') and s=s(γ)s=s(\gamma); then law(X,P)=π\mathrm{law}(X,P)=\pi, ∥P∥2=aP\lVert P\rVert_{2}=a_{P} and v≤w≤w∗v\le w\le w^{*}. If s<r0s<r_{0}, (J) gives Fv(γ)≤w∗(μ)−ηs−κs2F_{v}(\gamma)\le w^{*}(\mu)-\eta s-\kappa s^{2}. If s≥r0s\ge r_{0}, then −p(γ)≤aPs-p(\gamma)\le a_{P}s and κs2≥(K−w∗(μ)+1)+aPs\kappa s^{2}\ge(K-w^{*}(\mu)+1)+a_{P}s (as s/r0≥1s/r_{0}\ge1), so Fv(γ)≤K+aPs−κs2≤w∗(μ)−1F_{v}(\gamma)\le K+a_{P}s-\kappa s^{2}\le w^{*}(\mu)-1. Hence

Fv(γ)≤w∗(μ)−min⁡{ηs(γ)+κs(γ)2, 1}(γ∈Γ, v∈F).(B)F_{v}(\gamma)\le w^{*}(\mu)-\min\{\eta s(\gamma)+\kappa s(\gamma)^{2},\,1\}\qquad(\gamma\in\Gamma,\ v\in\mathcal{F}).\tag{B}

Step 3 (almost maximisers and Ekeland points). Let j∈Nj\in\mathbb{N}, j≥2j\ge2, and choose εj∈(0,1]\varepsilon_{j}\in(0,1] with εj(6+2aP+2δ+4κ)≤j−2\varepsilon_{j}\bigl(6+2a_{P}+2\delta+4\kappa\bigr)\le j^{-2}. By Properties of the Upper Semicontinuous Envelope §approximation there is ν∈Σd2\nu\in\Sigma^{2}_{d} with W^2(ν,μ)≤εj\widehat{W}_{2}(\nu,\mu)\le\varepsilon_{j} and w(ν)>w∗(μ)−εjw(\nu)>w^{*}(\mu)-\varepsilon_{j}, and by the definition of ww there is vj∈Fv_{j}\in\mathcal{F} with vj(ν)>w∗(μ)−2εjv_{j}(\nu)>w^{*}(\mu)-2\varepsilon_{j}. By Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §distance (with its ε\varepsilon equal to εj2\varepsilon_{j}^{2}) there are L2L^{2} dd-tuples Y,Y′Y,Y' of one space with law(Y)=μ\mathrm{law}(Y)=\mu, law(Y′)=ν\mathrm{law}(Y')=\nu and ∥Y′−Y∥22≤W^2(μ,ν)2+εj2≤2εj2\lVert Y'-Y\rVert_{2}^{2}\le\widehat{W}_{2}(\mu,\nu)^{2}+\varepsilon_{j}^{2}\le2\varepsilon_{j}^{2}, so ∥Y′−Y∥2≤2εj\lVert Y'-Y\rVert_{2}\le2\varepsilon_{j}. Since pr#1π=μ=pr#1law(Y,Y′)\mathrm{pr}^{1}_{\#}\pi=\mu=\mathrm{pr}^{1}_{\#}\mathrm{law}(Y,Y') (Plans at a Square-Integrable Noncommutative Law §plan, Every Square-Integrable Noncommutative Law is the Law of a Square-Integrable Tuple; Realisation of Couplings and of Almost Optimal Pairs §coupling), Gluing Two Square-Integrable Noncommutative Laws along a Common Marginal §glue with k=m=n=dk=m=n=d gives L2L^{2} dd-tuples X,P,X′X,P,X' of one space with law(X,P)=π\mathrm{law}(X,P)=\pi and law(X,X′)=law(Y,Y′)\mathrm{law}(X,X')=\mathrm{law}(Y,Y'). Then γj0=law(X,P,X′)∈Γ\gamma^{0}_{j}=\mathrm{law}(X,P,X')\in\Gamma, C#γj0=νC_{\#}\gamma^{0}_{j}=\nu, s(γj0)=∥Y′−Y∥2≤2εjs(\gamma^{0}_{j})=\lVert Y'-Y\rVert_{2}\le2\varepsilon_{j}, and

Fvj(γj0)≥vj(ν)−(aP+δ+2) 2εj−4κεj2≥w∗(μ)−j−2≥sup⁡ΓFvj−j−2,F_{v_{j}}(\gamma^{0}_{j})\ge v_{j}(\nu)-(a_{P}+\delta+2)\,2\varepsilon_{j}-4\kappa\varepsilon_{j}^{2}\ge w^{*}(\mu)-j^{-2}\ge\sup_{\Gamma}F_{v_{j}}-j^{-2},

the last step by (B). Ekeland's Variational Principle for Upper Semicontinuous Functions on a Complete Metric Space (with its η=j−2\eta=j^{-2} and κ=j−1\kappa=j^{-1}, applied on the nonempty complete metric space Γ\Gamma to the upper semicontinuous function FvjF_{v_{j}}, bounded above by (B)) gives γj∈Γ\gamma_{j}\in\Gamma with Fvj(γj)≥Fvj(γj0)≥w∗(μ)−j−2F_{v_{j}}(\gamma_{j})\ge F_{v_{j}}(\gamma^{0}_{j})\ge w^{*}(\mu)-j^{-2} by Ekeland's Variational Principle for Upper Semicontinuous Functions on a Complete Metric Space §value, and, by Ekeland's Variational Principle for Upper Semicontinuous Functions on a Complete Metric Space §perturbed,

Fvj(γ)≤Fvj(γj)+j−1 W^2(γ,γj)(γ∈Γ).(E)F_{v_{j}}(\gamma)\le F_{v_{j}}(\gamma_{j})+j^{-1}\,\widehat{W}_{2}(\gamma,\gamma_{j})\qquad(\gamma\in\Gamma).\tag{E}

Put sj=s(γj)s_{j}=s(\gamma_{j}). By (B), min⁡{ηsj+κsj2,1}≤j−2<1\min\{\eta s_{j}+\kappa s_{j}^{2},1\}\le j^{-2}<1, so ηsj≤j−2\eta s_{j}\le j^{-2} and sj→0s_{j}\to0. Realise γj\gamma_{j} by (Xj,Pj,Xj′)(X_{j},P_{j},X'_{j}) and put νj=law(Xj′)=C#γj\nu_{j}=\mathrm{law}(X'_{j})=C_{\#}\gamma_{j}; then W^2(νj,μ)≤sj\widehat{W}_{2}(\nu_{j},\mu)\le s_{j} by Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §lipschitz. Moreover vj(νj)=Fvj(γj)+p(γj)+(δ+2η)sj+κsj2≥w∗(μ)−j−2−aPsjv_{j}(\nu_{j})=F_{v_{j}}(\gamma_{j})+p(\gamma_{j})+(\delta+2\eta)s_{j}+\kappa s_{j}^{2}\ge w^{*}(\mu)-j^{-2}-a_{P}s_{j}, while vj(νj)≤w∗(νj)v_{j}(\nu_{j})\le w^{*}(\nu_{j}) and w∗w^{*} is upper semicontinuous at μ\mu (Properties of the Upper Semicontinuous Envelope §usc); hence vj(νj)→w∗(μ)v_{j}(\nu_{j})\to w^{*}(\mu).

Step 4 (a plan superjet of vjv_{j}). Put Sj=Pj+2κ(Xj′−Xj)S_{j}=P_{j}+2\kappa(X'_{j}-X_{j}), σj=law(Xj′,Sj)\sigma_{j}=\mathrm{law}(X'_{j},S_{j}), a plan at νj\nu_{j}, and δj=δ+2η+j−1\delta_{j}=\delta+2\eta+j^{-1}. We claim σj∈Jδj+vj(νj)\sigma_{j}\in J^{+}_{\delta_{j}}v_{j}(\nu_{j}). Let η′>0\eta'>0 and r′=η′/κr'=\eta'/\kappa, and let Y,S,Y′′Y,S,Y'' be L2L^{2} dd-tuples of a tracial W*-probability space with law(Y,S)=σj\mathrm{law}(Y,S)=\sigma_{j} and ∥Y′′−Y∥2<r′\lVert Y''-Y\rVert_{2}<r'. The laws law(Xj′,Sj,Xj,Pj)∈Σ4d2\mathrm{law}(X'_{j},S_{j},X_{j},P_{j})\in\Sigma^{2}_{4d} and law(Y,S,Y′′)∈Σ3d2\mathrm{law}(Y,S,Y'')\in\Sigma^{2}_{3d} have the same first-2d2d marginal σj\sigma_{j}, so Gluing Two Square-Integrable Noncommutative Laws along a Common Marginal §glue (with k=2dk=2d, m=2dm=2d, n=dn=d) gives L2L^{2} dd-tuples Y^,S^,X^,P^,Y^′′\hat Y,\hat S,\hat X,\hat P,\hat Y'' of one space with law(Y^,S^,X^,P^)=law(Xj′,Sj,Xj,Pj)\mathrm{law}(\hat Y,\hat S,\hat X,\hat P)=\mathrm{law}(X'_{j},S_{j},X_{j},P_{j}) and law(Y^,S^,Y^′′)=law(Y,S,Y′′)\mathrm{law}(\hat Y,\hat S,\hat Y'')=\mathrm{law}(Y,S,Y''). By law invariance: ∥S^−P^−2κ(Y^−X^)∥2=∥Sj−Pj−2κ(Xj′−Xj)∥2=0\lVert\hat S-\hat P-2\kappa(\hat Y-\hat X)\rVert_{2}=\lVert S_{j}-P_{j}-2\kappa(X'_{j}-X_{j})\rVert_{2}=0, so S^=P^+2κ(Y^−X^)\hat S=\hat P+2\kappa(\hat Y-\hat X); law(X^,P^,Y^)=γj\mathrm{law}(\hat X,\hat P,\hat Y)=\gamma_{j}; and γ′′=law(X^,P^,Y^′′)∈Γ\gamma''=\mathrm{law}(\hat X,\hat P,\hat Y'')\in\Gamma with W^2(γ′′,γj)≤∥Y^′′−Y^∥2\widehat{W}_{2}(\gamma'',\gamma_{j})\le\lVert\hat Y''-\hat Y\rVert_{2} (Calculus of Laws of Square-Integrable Tuples: Bounded Tuples, the Lipschitz Bound, Moments, Affine Push-Forwards, Couplings and Embeddings §lipschitz). Writing out (E) for γ′′\gamma'' with these realisations, and using ∥Y^′′−X^∥2−∥Y^−X^∥2≤∥Y^′′−Y^∥2\lVert\hat Y''-\hat X\rVert_{2}-\lVert\hat Y-\hat X\rVert_{2}\le\lVert\hat Y''-\hat Y\rVert_{2} and ∥Y^′′−X^∥22−∥Y^−X^∥22=2⟨Y^−X^,Y^′′−Y^⟩2+∥Y^′′−Y^∥22\lVert\hat Y''-\hat X\rVert_{2}^{2}-\lVert\hat Y-\hat X\rVert_{2}^{2}=2\langle\hat Y-\hat X,\hat Y''-\hat Y\rangle_{2}+\lVert\hat Y''-\hat Y\rVert_{2}^{2},

vj(law(Y^′′))≤vj(νj)+⟨S^,Y^′′−Y^⟩2+(δj+κ∥Y^′′−Y^∥2)∥Y^′′−Y^∥2.v_{j}(\mathrm{law}(\hat Y''))\le v_{j}(\nu_{j})+\langle\hat S,\hat Y''-\hat Y\rangle_{2}+\bigl(\delta_{j}+\kappa\lVert\hat Y''-\hat Y\rVert_{2}\bigr)\lVert\hat Y''-\hat Y\rVert_{2}.

By law invariance the three quantities law(Y^′′)\mathrm{law}(\hat Y''), ⟨S^,Y^′′−Y^⟩2\langle\hat S,\hat Y''-\hat Y\rangle_{2} and ∥Y^′′−Y^∥2\lVert\hat Y''-\hat Y\rVert_{2} equal those for (Y,S,Y′′)(Y,S,Y''), and κ∥Y′′−Y∥2<η′\kappa\lVert Y''-Y\rVert_{2}<\eta'; so vj(law(Y′′))≤vj(νj)+⟨S,Y′′−Y⟩2+(δj+η′)∥Y′′−Y∥2v_{j}(\mathrm{law}(Y''))\le v_{j}(\nu_{j})+\langle S,Y''-Y\rangle_{2}+(\delta_{j}+\eta')\lVert Y''-Y\rVert_{2}, which is Plan Superdifferentials, Plan Subdifferentials and Plan Jets with Slack on Square-Integrable Noncommutative Laws §super.

Step 5 (conclusion). Choose j≥2j\ge2 with j−1≤ηf/3j^{-1}\le\eta_{f}/3, (1+2κ)sj+j−1<rH/2(1+2\kappa)s_{j}+j^{-1}<r_{H}/2, sj≤1s_{j}\le1, 2κsj≤12\kappa s_{j}\le1 and ρ ∣vj(νj)−w∗(μ)∣≤ηf/3\rho\,|v_{j}(\nu_{j})-w^{*}(\mu)|\le\eta_{f}/3 (Step 3). Since vjv_{j} is a subsolution, Test Functions and Plan Jets: Touching Transfers Plan Jets, and the Jet Form of Plan-Jet Viscosity Solutions §sub with δ′=δj\delta'=\delta_{j}, μ′=νj\mu'=\nu_{j}, the plan σj\sigma_{j} and the tolerance of that clause equal to j−1j^{-1} gives L2L^{2} dd-tuples Y,S,QY,S,Q of a tracial W*-probability space with law(Y,S)=σj\mathrm{law}(Y,S)=\sigma_{j}, ∥Q∥2≤δj\lVert Q\rVert_{2}\le\delta_{j} and ρ vj(νj)+H(law(Y,S+Q))≤j−1\rho\,v_{j}(\nu_{j})+\mathcal{H}(\mathrm{law}(Y,S+Q))\le j^{-1}. Glue law(Xj′,Sj,Xj,Pj)\mathrm{law}(X'_{j},S_{j},X_{j},P_{j}) and law(Y,S,Q)\mathrm{law}(Y,S,Q) as in Step 4: this gives Y^,S^,X^,P^,Q^\hat Y,\hat S,\hat X,\hat P,\hat Q in one space (H,M,Ω)(H,M,\Omega) with S^=P^+2κ(Y^−X^)\hat S=\hat P+2\kappa(\hat Y-\hat X), law(X^,P^)=π\mathrm{law}(\hat X,\hat P)=\pi, ∥X^−Y^∥2=sj\lVert\hat X-\hat Y\rVert_{2}=s_{j}, ∥Q^∥2≤δj\lVert\hat Q\rVert_{2}\le\delta_{j} and law(Y^,S^+Q^)=law(Y,S+Q)\mathrm{law}(\hat Y,\hat S+\hat Q)=\mathrm{law}(Y,S+Q) (law invariance). Let Q~=Q^\tilde Q=\hat Q if ∥Q^∥2≤δ\lVert\hat Q\rVert_{2}\le\delta, and Q~=(δ/∥Q^∥2)Q^\tilde Q=(\delta/\lVert\hat Q\rVert_{2})\hat Q otherwise; then ∥Q~∥2≤δ\lVert\tilde Q\rVert_{2}\le\delta and ∥Q^−Q~∥2≤max⁡{0,∥Q^∥2−δ}≤2η+j−1\lVert\hat Q-\tilde Q\rVert_{2}\le\max\{0,\lVert\hat Q\rVert_{2}-\delta\}\le2\eta+j^{-1}. Therefore

∥X^−Y^∥2+∥(P^+Q~)−(S^+Q^)∥2≤sj+2κsj+2η+j−1<rH,\lVert\hat X-\hat Y\rVert_{2}+\lVert(\hat P+\tilde Q)-(\hat S+\hat Q)\rVert_{2}\le s_{j}+2\kappa s_{j}+2\eta+j^{-1}<r_{H},

and all four tuples X^,P^+Q~,Y^,S^+Q^\hat X,\hat P+\tilde Q,\hat Y,\hat S+\hat Q have L2L^{2} norm at most RR (their norms are at most aXa_{X}, aP+δa_{P}+\delta, aX+1a_{X}+1 and aP+1+δ+2+1a_{P}+1+\delta+2+1). By the choice of rHr_{H},

ρ w∗(μ)+HM(X^,P^+Q~)≤ρ vj(νj)+ηf3+HM(Y^,S^+Q^)+ηf3≤j−1+2ηf3≤ηf,\rho\,w^{*}(\mu)+\mathcal{H}_{M}(\hat X,\hat P+\tilde Q)\le\rho\,v_{j}(\nu_{j})+\tfrac{\eta_{f}}{3}+\mathcal{H}_{M}(\hat Y,\hat S+\hat Q)+\tfrac{\eta_{f}}{3}\le j^{-1}+\tfrac{2\eta_{f}}{3}\le\eta_{f},

using HM(Y^,S^+Q^)=H(law(Y,S+Q))\mathcal{H}_{M}(\hat Y,\hat S+\hat Q)=\mathcal{H}(\mathrm{law}(Y,S+Q)). With X=X^X=\hat X, P=P^P=\hat P and Q=Q~Q=\tilde Q this is the required inequality.

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