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Envelope Viscosity Subsolutions, Supersolutions and Solutions of the Discounted HJB Equation with Free Langevin Noise in a Wall

At each level delta up to a shift range, test the penalty envelope of u by strict extrema against arbitrary test functions with plan jets; at such a point the law must have a score, and the equation must hold with the momentum shifted by delta times the score, keeping the good term sigma squared delta over two times the squared score.

Statement

In the setting of The Discounted HJB Equation with Free Langevin Noise in a Wall, Envelope Form: Standing Notation, suppose D\mathcal{D} is nonempty, let u:Σd2→Ru:\Sigma^{2}_{d}\to\mathbb{R} be bounded, with penalty envelopes uδ∓u^{\mp}_{\delta} as in The Discounted HJB Equation with Free Langevin Noise in a Wall, Envelope Form: Standing Notation §envelopes, and with the shifted plans π⊕t Ξ(μ)\pi\oplus t\,\Xi(\mu) and the norm ∥Ξ(μ)∥2\lVert\Xi(\mu)\rVert_{2} of The Discounted HJB Equation with Free Langevin Noise in a Wall, Envelope Form: Standing Notation §shifts, and let δ0>0\delta_{0}>0 be real, the shift range. When the Hamiltonian H\mathcal{H} is taken to be a specific function Σ2d2→R\Sigma^{2}_{2d}\to\mathbb{R}, the notions below refer to the equation (E)(\mathrm{E}) of The Discounted HJB Equation with Free Langevin Noise in a Wall, Envelope Form: Standing Notation §data with that Hamiltonian.

1. (Subsolution) uu is an envelope viscosity subsolution of (E)(\mathrm{E}) with shift range δ0\delta_{0} if the following holds for every real δ\delta with 0<δ≤δ00<\delta\le\delta_{0}, every function φ:Σd2→R\varphi:\Sigma^{2}_{d}\to\mathbb{R}, every μ∈D\mu\in\mathcal{D} such that

uδ−(ν)−φ(κd(ν))<uδ−(μ)−φ(κd(μ))for every ν∈D with ν≠μ,u^{-}_{\delta}(\nu)-\varphi\bigl(\kappa_{d}(\nu)\bigr)<u^{-}_{\delta}(\mu)-\varphi\bigl(\kappa_{d}(\mu)\bigr)\qquad\text{for every }\nu\in\mathcal{D}\text{ with }\nu\ne\mu,

and every bounded plan π\pi at μ\mu with κ2d(π)∈J+φ(κd(μ))\kappa_{2d}(\pi)\in J^{+}\varphi(\kappa_{d}(\mu)): one has μ∈DΞ\mu\in\mathcal{D}_{\Xi}, and for this μ\mu

ρ(uδ−(μ)+δ E(μ))+H(π⊕δ Ξ(μ))+σ22(J(Ξ(μ),π)+δ ∥Ξ(μ)∥22)≤0.\rho\bigl(u^{-}_{\delta}(\mu)+\delta\,\mathcal{E}(\mu)\bigr)+\mathcal{H}\bigl(\pi\oplus\delta\,\Xi(\mu)\bigr)+\frac{\sigma^{2}}{2}\Bigl(\mathcal{J}\bigl(\Xi(\mu),\pi\bigr)+\delta\,\lVert\Xi(\mu)\rVert_{2}^{2}\Bigr)\le0.

2. (Supersolution) uu is an envelope viscosity supersolution of (E)(\mathrm{E}) with shift range δ0\delta_{0} if the following holds for every real δ\delta with 0<δ≤δ00<\delta\le\delta_{0}, every function φ:Σd2→R\varphi:\Sigma^{2}_{d}\to\mathbb{R}, every μ∈D\mu\in\mathcal{D} such that

uδ+(ν)−φ(κd(ν))>uδ+(μ)−φ(κd(μ))for every ν∈D with ν≠μ,u^{+}_{\delta}(\nu)-\varphi\bigl(\kappa_{d}(\nu)\bigr)>u^{+}_{\delta}(\mu)-\varphi\bigl(\kappa_{d}(\mu)\bigr)\qquad\text{for every }\nu\in\mathcal{D}\text{ with }\nu\ne\mu,

and every bounded plan π\pi at μ\mu with κ2d(π)∈J−φ(κd(μ))\kappa_{2d}(\pi)\in J^{-}\varphi(\kappa_{d}(\mu)): one has μ∈DΞ\mu\in\mathcal{D}_{\Xi}, and for this μ\mu

ρ(uδ+(μ)−δ E(μ))+H(π⊕(−δ) Ξ(μ))+σ22(J(Ξ(μ),π)−δ ∥Ξ(μ)∥22)≥0.\rho\bigl(u^{+}_{\delta}(\mu)-\delta\,\mathcal{E}(\mu)\bigr)+\mathcal{H}\bigl(\pi\oplus(-\delta)\,\Xi(\mu)\bigr)+\frac{\sigma^{2}}{2}\Bigl(\mathcal{J}\bigl(\Xi(\mu),\pi\bigr)-\delta\,\lVert\Xi(\mu)\rVert_{2}^{2}\Bigr)\ge0.

3. (Solution) uu is an envelope viscosity solution of (E)(\mathrm{E}) with shift range δ0\delta_{0} if it is both an envelope viscosity subsolution and an envelope viscosity supersolution of (E)(\mathrm{E}) with shift range δ0\delta_{0}.

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