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Locally Strictly Proper Second-Order Equation Operator on the Lift of the Wasserstein Space

Says that the operator increases in its value argument at a strictly positive rate, uniform over each bounded range of values.

Statement

In the setting of Wasserstein Spaces, Random Vectors, Vector Fields and Symmetric Matrices in Every Dimension: Standing Notation, let Q⊆P2(Rd)Q\subseteq\mathcal{P}_{2}(\mathbb{R}^{d}) and let FF be a second-order equation operator on the lift over QQ, defined on the product of the preimage QΛQ^{\Lambda} of QQ under the law map, of R\mathbb{R}, of the space L2(Ω;Rd)L^{2}(\Omega;\mathbb{R}^{d}) and of the set S(d)\mathcal{S}(d) of symmetric real d×dd\times d matrices. In this definition the letters rr and ss denote real numbers; the dimension written rr in Wasserstein Spaces, Random Vectors, Vector Fields and Symmetric Matrices in Every Dimension: Standing Notation is not used.

1. (Properness constant at a level) Let R,λ∈RR,\lambda\in\mathbb{R} be positive. We say that λ\lambda is a properness constant for FF at RR if

λ (r−s) ≤ F(X,r,V,X)−F(X,s,V,X)\lambda\,(r-s)\ \le\ F(X,r,V,\mathbb{X})-F(X,s,V,\mathbb{X})

for every X∈QΛX\in Q^{\Lambda}, every V∈L2(Ω;Rd)V\in L^{2}(\Omega;\mathbb{R}^{d}), every X∈S(d)\mathbb{X}\in\mathcal{S}(d) and all r,s∈Rr,s\in\mathbb{R} with −R≤s≤r≤R-R\le s\le r\le R.

2. (Local strict properness) The operator FF is locally strictly proper if for every positive R∈RR\in\mathbb{R} there is a properness constant for FF at RR.

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