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Smooth test functions suffice for the first- and second-order HJB viscosity notions

Statement

For the continuous first-order Hamiltonian of Periodic first-order controlled Hamilton–Jacobi Cauchy problem, requiring the subsolution or supersolution inequality only for smooth (C∞) local test functions is equivalent to requiring it for all C1 tests. For the diagonal second-order operator of Periodic diagonal controlled-diffusion HJB Cauchy problem, the same equivalence holds between smooth tests and all C1,2 tests in Second-order parabolic viscosity subsolutions and supersolutions. The result is local in space-time and applies to upper semicontinuous subsolutions and lower semicontinuous supersolutions.

Facts & Assumptions

Given: A local upper contact (or lower contact) of an upper semicontinuous (or lower semicontinuous) function with a C1 or C1,2 test function, and a continuous PDE residual depending on the corresponding first or second derivatives.

[F1]

A compactly supported smooth bump can be chosen equal to one on a smaller ball and between zero and one; scaling and dividing by its positive integral gives a nonnegative unit-mass mollifier supported in any prescribed small ball (A smooth bump between concentric Euclidean balls, The mollifier family generated by a unit-mass smooth bump).

[F2]

Every continuous derivative is uniformly continuous on a compact metric set (Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous).

[F3]

A finite-valued upper semicontinuous function on a compact Euclidean set attains its maximum, and a lower semicontinuous function attains its minimum (Semicontinuous extreme value theorem on compact Euclidean sets).

[F4]

The first-order HJB residual is ϕt+H(x,t,Dϕ), while the second-order residual is ϕt−max⁡a{∑j(αjaϕxjxj+bjaϕxj)+fa}; both are continuous in the indicated derivatives (Periodic first-order controlled Hamilton–Jacobi Cauchy problem, Periodic diagonal controlled-diffusion HJB Cauchy problem, Second-order parabolic viscosity subsolutions and supersolutions).

Proof

1.1F4algebra

Start with an upper contact at z0=(x0,t0) for a C1 or C1,2 test ϕ. On a closed Euclidean space-time ball K contained in the interior cylinder, define ϕ~(z)=ϕ(z)+ε(∣x−x0∣4+∣t−t0∣4) for ε>0. The added term and all derivatives relevant to the chosen test class vanish at z0, while u−ϕ~ is strictly smaller than u(z0)−ϕ(z0) at every other point of the contact neighborhood. Thus the original and strictified tests have the same PDE residual at z0.

2.1F1F2F5step 1.1algebra

Choose a nonnegative unit-mass mollifier ρδ supported in the ball of radius δ from [F1], with δ small enough that its convolution samples only points in the contact neighborhood. Choose a smooth cutoff equal to one on a neighborhood of K and supported inside that contact neighborhood using [F1], multiply ϕ~ by it, and extend the product by zero. Convolve this compactly supported function with ρδ to obtain ϕδ. Rewriting the convolution with the smooth kernel as ∫g(y)ρδ(z−y) dy shows by uniform difference quotients on the compact support that ϕδ is C∞. On K it coincides with convolution of ϕ~ alone. For a C1 function g, [F5] gives g(z+hej)−g(z)h=∫01∂jg(z+θhej) dθ when the indicated derivative exists. Uniform continuity of ∂jg on the compact neighborhood makes these difference quotients converge uniformly as h→0. Integrating this uniform limit against ρδ proves ∂j(ρδ∗g)=ρδ∗∂jg. For a second spatial derivative, apply this identity first to g=ϕ~ and then to g=∂jϕ~; this uses only the continuous second derivative, not a third derivative. Apply it once for time and once for each first spatial derivative. Thus Dαϕδ=ρδ∗Dαϕ~ for exactly the derivatives required in the C1 or C1,2 class. By [F2], sup⁡z∈K′∣Dαϕδ(z)−Dαϕ~(z)∣≤sup⁡z∈K′, ∣y∣≤δ∣Dαϕ~(z−y)−Dαϕ~(z)∣⟶0 on each smaller compact ball K′. Hence the approximants converge in C1 or C1,2, respectively.

3.1F3step 1.1step 2.1

The upper semicontinuous function u−ϕδ attains a maximum on K by [F3]. The strict gap from step 1.1 and uniform convergence from the preceding approximation step imply that, for every fixed neighborhood of z0, all maximizing points lie in that neighborhood once δ is sufficiently small; the boundary of K is excluded for the same reason. At any such maximizing point zδ, adding the constant u(zδ)−ϕδ(zδ) makes ϕδ a smooth upper test. Apply the assumed smooth-test inequality there.

4.1F3F4step 1.1step 2.1step 3.1∎

The maximizing points in step 3.1 approach z0 uniformly over the maximizing set, and the required derivatives of ϕδ converge uniformly to those of ϕ~ on K′ by step 2.1. Continuity of the PDE residual [F4] therefore lets the smooth-test inequalities pass to the residual of ϕ~ at z0, which equals that of ϕ by step 1.1. This proves the upper-test implication. For a lower contact, replace maxima by minima and reverse the inequalities; the same uniform gap and derivative convergence apply. Since smooth tests are themselves in both larger test classes, the reverse implications are immediate.

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