TheoremBase

The Hamilton-Jacobi Operator with Common Noise and Penalty Drift Has Momentum-Continuous Shifts

The delta-shifts of the Hamilton-Jacobi operator with common noise and penalty drift are Lipschitz in the vector field, with constant (2 theta + 1) R on data of score and field norms at most R; hence the operator has momentum-continuous shifts.

Statement

In the setting of The Intrinsic Calculus on the Wasserstein Space: Standing Notation, let (D,DΣ,E,Σ)(\mathcal{D},\mathcal{D}_{\Sigma},\mathcal{E},\Sigma) be a penalty pair on P2(Rd)\mathcal{P}_{2}(\mathbb{R}^{d}), let λ0,θ∈R\lambda_{0},\theta\in\mathbb{R} be positive, let p∈Np\in\mathbb{N}, let Γ∈Mp×d(R)\Gamma\in\mathcal{M}_{p\times d}(\mathbb{R}) be a real p×dp\times d matrix, let g:P2(Rd)→Rg:\mathcal{P}_{2}(\mathbb{R}^{d})\to\mathbb{R}, and let FF be the Hamilton-Jacobi operator with common noise and penalty drift of the pair with discount λ0\lambda_{0}, common-noise matrix Γ\Gamma, control cost θ\theta and running cost gg, with δ\delta-shifts Fδ−F^{-}_{\delta} and Fδ+F^{+}_{\delta} relative to the pair. Momentum-continuous shifts are those of that definition, and ∣s∣|s| is the absolute value of s∈Rs\in\mathbb{R}. In this item the letter qq denotes a vector field and the letter rr a real number.

1. (Lipschitz bound in the momentum) Let δ,R∈R\delta,R\in\mathbb{R} satisfy 0<δ<10<\delta<1 and 0<R0<R, let ν∈DΣ\nu\in\mathcal{D}_{\Sigma} satisfy ∥Σ(ν)∥ν≤R\lVert\Sigma(\nu)\rVert_{\nu}\le R, let r∈Rr\in\mathbb{R}, let Y∈S(d)Y\in\mathcal{S}(d), and let q,q′∈L2(ν;Rd)q,q'\in L^{2}(\nu;\mathbb{R}^{d}) satisfy ∥q∥ν≤R\lVert q\rVert_{\nu}\le R and ∥q′∥ν≤R\lVert q'\rVert_{\nu}\le R. Then

∣Fδ−(ν,r,q,Y)−Fδ−(ν,r,q′,Y)∣≤(2θ+1) R ∥q−q′∥ν,∣Fδ+(ν,r,q,Y)−Fδ+(ν,r,q′,Y)∣≤(2θ+1) R ∥q−q′∥ν.\bigl|F^{-}_{\delta}(\nu,r,q,Y)-F^{-}_{\delta}(\nu,r,q',Y)\bigr|\le(2\theta+1)\,R\,\lVert q-q'\rVert_{\nu},\qquad\bigl|F^{+}_{\delta}(\nu,r,q,Y)-F^{+}_{\delta}(\nu,r,q',Y)\bigr|\le(2\theta+1)\,R\,\lVert q-q'\rVert_{\nu}.

2. (Momentum-continuous shifts) FF has momentum-continuous shifts relative to the pair.

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