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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 () local test functions is equivalent to requiring it for all tests. For the diagonal second-order operator of Periodic diagonal controlled-diffusion HJB Cauchy problem, the same equivalence holds between smooth tests and all 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 or test function, and a continuous PDE residual depending on the corresponding first or second derivatives.
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).
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).
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).
The first-order HJB residual is , while the second-order residual is ; 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).
If is continuous on a closed interval, its integral exists and the integral from a fixed endpoint has derivative (A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion, The first fundamental theorem: if is integrable on and continuous at , then ; in particular a continuous has as a primitive).
Proof
Start with an upper contact at for a or test . On a closed Euclidean space-time ball contained in the interior cylinder, define for . The added term and all derivatives relevant to the chosen test class vanish at , while is strictly smaller than at every other point of the contact neighborhood. Thus the original and strictified tests have the same PDE residual at .
Choose a nonnegative unit-mass mollifier supported in the ball of radius from [F1], with small enough that its convolution samples only points in the contact neighborhood. Choose a smooth cutoff equal to one on a neighborhood of and supported inside that contact neighborhood using [F1], multiply by it, and extend the product by zero. Convolve this compactly supported function with to obtain . Rewriting the convolution with the smooth kernel as shows by uniform difference quotients on the compact support that is . On it coincides with convolution of alone. For a function , [F5] gives when the indicated derivative exists. Uniform continuity of on the compact neighborhood makes these difference quotients converge uniformly as . Integrating this uniform limit against proves . For a second spatial derivative, apply this identity first to and then to ; this uses only the continuous second derivative, not a third derivative. Apply it once for time and once for each first spatial derivative. Thus for exactly the derivatives required in the or class. By [F2], on each smaller compact ball . Hence the approximants converge in or , respectively.
The upper semicontinuous function attains a maximum on by [F3]. The strict gap from step 1.1 and uniform convergence from the preceding approximation step imply that, for every fixed neighborhood of , all maximizing points lie in that neighborhood once is sufficiently small; the boundary of is excluded for the same reason. At any such maximizing point , adding the constant makes a smooth upper test. Apply the assumed smooth-test inequality there.
The maximizing points in step 3.1 approach uniformly over the maximizing set, and the required derivatives of converge uniformly to those of on by step 2.1. Continuity of the PDE residual [F4] therefore lets the smooth-test inequalities pass to the residual of at , which equals that of 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.
Depends on
- Periodic first-order controlled Hamilton–Jacobi Cauchy problem
- Periodic diagonal controlled-diffusion HJB Cauchy problem
- Second-order parabolic viscosity subsolutions and supersolutions
- The mollifier family generated by a unit-mass smooth bump
- A smooth bump between concentric Euclidean balls
- Semicontinuous extreme value theorem on compact Euclidean sets
- Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous
- The first fundamental theorem: if $f$ is integrable on $[a,b]$ and continuous at $c$, then $F'(c) = f(c)$; in particular a continuous $f$ has $F$ as a primitive
- A continuous function on $[a,b]$ is Riemann integrable, by Heine-Cantor and Riemann's criterion
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Sources
- Hung Vinh Tran, Hamilton–Jacobi Equations: Theory and Applications, 2020 author manuscript (standard reference, not scraped)
- Michael G. Crandall, Hitoshi Ishii, and Pierre-Louis Lions, User's guide to viscosity solutions of second order partial differential equations (standard reference, not scraped)