TheoremBase

The Laplacian of a Laplacian Test Function on the Torus Wasserstein Space

The Laplacian of a Laplacian test function at a measure is the integral against that measure of the divergence of its gradient field.

Statement

In the setting of Optimal Transport on the Flat Torus: Standing Notation, let φ\varphi be a Laplacian test function and let gφg_{\varphi} be its gradient field, which is unique by Laplacian Test Functions on the Torus: Uniqueness of the Gradient Field, a Criterion, and Linearity of the Test Classes §unique. For μ∈P(Td)\mu\in\mathcal{P}(\mathbb{T}^{d}) each ∂igφ,i(μ,⋅)\partial_{i}g_{\varphi,i}(\mu,\cdot) belongs to CperC_{\mathrm{per}} by Gradient Fields and Laplacian Test Functions on the Torus Wasserstein Space §regular and Elementary Properties of Lattice-Periodic Functions §derivative, so the sum x↦∑i=1d∂igφ,i(μ,x)x\mapsto\sum_{i=1}^{d}\partial_{i}g_{\varphi,i}(\mu,x) belongs to CperC_{\mathrm{per}} by Finite Linear Combinations of Continuous Periodic Functions and Their Classes on the Torus §member and is integrable with respect to μ\mu by The Torus Wasserstein Distance: Comparison with the Euclidean Distance, Wrapping, and Integrals of Periodic Functions §integrals.

The Laplacian of φ\varphi is the function Lφ:P(Td)→R\mathcal{L}\varphi:\mathcal{P}(\mathbb{T}^{d})\to\mathbb{R},

Lφ(μ)=∫∑i=1d∂igφ,i(μ,x) μ(dx).\mathcal{L}\varphi(\mu)=\int\sum_{i=1}^{d}\partial_{i}g_{\varphi,i}(\mu,x)\,\mu(dx).

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