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Mesh-uniform reaction-diffusion commutator bound on a periodic grid
Statement
Let have bounded spatial derivatives through order two, with a compact rectangle. Let on a neighborhood of , and let be the periodic-grid diffusion generator from Periodic rectangular reaction-diffusion grid. Define pointwise. Then, uniformly over all periodic grids with and , where depends only on the dimension, , the suprema of , , , and the compact state rectangle, not on the mesh widths. This is the finite-grid commutator used in the first-order split-error proof; it is not a claim for arbitrary meshes or unbounded operators.
Facts & Assumptions
Given: The periodic uniform grid, a diagonal nonnegative diffusion matrix, with bounded spatial derivatives through order two, and on a neighborhood of the compact range of .
Periodic rectangular reaction-diffusion grid: and each coordinate of is a centered second difference divided by .
Reaction vector fields and quasi-positivity: is defined on an open neighborhood of ; the additional assumption is in the Statement.
The second fundamental theorem: if is differentiable on with and is integrable, then : if is differentiable on a compact interval, including its one-sided endpoint derivatives, and is Darboux integrable there, then .
A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion: a continuous scalar function on a compact interval is bounded and Darboux integrable.
The mean value theorem, as the case of Cauchy's: for continuous on with and differentiable on there is with : if a scalar function is continuous on a closed interval and differentiable in its interior, its endpoint difference equals an interior derivative times the interval length.
A function differentiable at is continuous at : a differentiable scalar function is continuous at each point of differentiability; in particular, an everywhere existing second derivative makes the first derivative continuous on each coordinate interval.
The range of lies in a compact rectangle and the displayed derivatives are uniformly bounded on .
Proof
Let be a twice differentiable scalar function on a coordinate lift with bounded . By [F6], is continuous; hence is continuous and integrable on by [F4]. Apply [F3] to the differentiable function , whose endpoint derivatives are the corresponding one-sided restrictions. This gives For , [F5] applied to on gives ; at this also holds. Integrating yields . Thus the centered second difference divided by has the same mesh-independent bound. Only the continuous first derivative was integrated; integrability or continuity of is not assumed.
Fix a component and a spatial direction . The chain rule first gives . Applying the product rule to each summand and the chain rule to gives These are pointwise identities under the stated second-order spatial differentiability of and near its range. To express the bound using only the quantities listed in the Statement, let and . For on the periodic lift, is continuous by [F6], and is integrable on by [F4]. Apply [F3] to to get . By [F5] on , for . The remainder is therefore bounded by . Since , this yields, for every , If , choose to obtain . If , the same inequality for every gives ; if , the component is constant and the same conclusion holds. Therefore the displayed chain-rule terms are uniformly bounded in terms of , , , and , as asserted.
In each component, is a finite sum of times the centered second differences of , while is the finite sum of times the centered second differences of . Step 1.1 bounds each difference uniformly, and step 2.1 bounds every coefficient. There are only terms and is fixed, so their sum is bounded by a constant independent of all .
Depends on
- Periodic rectangular reaction-diffusion grid
- Semilinear vector reaction-diffusion systems
- Reaction vector fields and quasi-positivity
- The second fundamental theorem: if $G$ is differentiable on $[a,b]$ with $G' = f$ and $f$ is integrable, then $\int_a^b f = G(b)-G(a)$
- A continuous function on $[a,b]$ is Riemann integrable, by Heine-Cantor and Riemann's criterion
- The mean value theorem, as the case $g(x) = x$ of Cauchy's: for $f$ continuous on $[a,b]$ with $a < b$ and differentiable on $(a,b)$ there is $c \in (a,b)$ with $f(b) - f(a) = f'(c)(b-a)$
- A function differentiable at $c$ is continuous at $c$
Used by
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Sources
- Willem Hundsdorfer, Numerical Solution of Advection-Diffusion-Reaction Equations, lecture notes for Ph.D. course, 1996 (standard reference, not scraped)