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Uniform convergence of a sequence with its first and second derivatives on a rectangle passes regularity and termwise differentiation to the limit
Statement
Let and (Intervals of : the nine order-convex forms, nondegeneracy, and length). For each let be of class on an open neighbourhood of ( Euclidean maps and diffeomorphisms, Directional derivatives and partial derivatives of a map ). Suppose that on :
pointwise for and uniformly for the five derivative sequences (Continuity of at a point of and on : the - condition, its agreement with at a limit point, and continuity at an isolated point). Then is on the interior of , all listed limits are continuous on , and on the interior
the derivatives extending continuously to .
Facts & Assumptions
Given: The rectangle , the sequence and the stated convergences.
One-variable theorem: if are continuously differentiable, at one point and uniformly on , then uniformly for a differentiable with (If continuously differentiable functions converge at one point and their derivatives converge uniformly on a closed interval, then the functions converge uniformly to a differentiable function whose derivative is the derivative limit).
A uniform limit of continuous functions is continuous (The uniform limit of continuous real-valued functions on a metric space is continuous, Continuity of at a point of and on : the - condition, its agreement with at a limit point, and continuity at an isolated point).
on an open set means: the first and second partial derivatives exist and are continuous; if the first partial derivatives are continuous, the map is totally differentiable ( Euclidean maps and diffeomorphisms, If all partial derivatives exist on a neighbourhood and are continuous at a point, then the map is totally differentiable there with Jacobian derivative, A total derivative computes every directional derivative, and its matrix is the Jacobian).
If is on an open neighbourhood of a point , then its two mixed partials agree there. For small , the rectangular increment , divided by , is both the average of and the average of over the rectangle, by applying the one-variable fundamental theorem in the two orders; continuity of both second partials makes the respective averages tend to their values at as (The second fundamental theorem: if is differentiable on with and is integrable, then , A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion).
Proof
Fix and apply [F1] to the sequence on with : and uniformly on (the convergence of is uniform on all of , hence on the slice). We obtain: is differentiable on with , and uniformly on . Applying the same statement to with its -derivative , is differentiable with .
Fix and apply [F1] in the variable to and to : has , and has . Applying [F1] in to is legitimate because its -derivative equals by [F4]; the limits are and , so . Applying [F1] in to the sequence , whose values converge to and whose derivatives converge uniformly to , gives .
The functions are continuous on as uniform limits of continuous functions [F2]. Fix . By continuity, and are bounded on a relative neighbourhood of . The integral-evaluation theorem The second fundamental theorem: if is differentiable on with and is integrable, then , with continuous slice derivatives integrable by A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion and reversed endpoints handled by The integral with oriented limits: and , and steps 1.1-1.2 give, for in that neighbourhood, Thus for local bounds , proving continuity of on , including its boundary. Steps 1.1-1.2 identify the first and second partial derivatives of with these continuous functions; in particular . By [F3], is on the interior of with the stated derivatives, all extending continuously to .
Remarks
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Only partial derivatives up to order two are needed, and all hypotheses are uniform on the compact rectangle. The lemma is used for the sine-series solution of the string, whose partial sums carry the differentiated convergences estimated uniformly.
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The conclusion does not require the mixed partial derivatives to be assumed continuous in advance beyond being limits of continuous functions; their agreement follows from the two identifications with the same limit (the one-variable theorem applied in the two variable orders).
Depends on
If continuously differentiable functions converge at one point and their derivatives converge uniformly on a closed interval, then the functions converge uniformly to a differentiable function whose derivative is the derivative limit
The uniform limit of continuous real-valued functions on a metric space is continuous
Continuity of at a point of and on : the - condition, its agreement with at a limit point, and continuity at an isolated point
The derivative of at a point that is a limit point of , and differentiability on a set
Directional derivatives and partial derivatives of a map
If all partial derivatives exist on a neighbourhood and are continuous at a point, then the map is totally differentiable there with Jacobian derivative
Euclidean maps and diffeomorphisms
Intervals of : the nine order-convex forms, nondegeneracy, and length
A total derivative computes every directional derivative, and its matrix is the Jacobian
Sums, scalar multiples, products and quotients: , , , and when
The first fundamental theorem: if is integrable on and continuous at , then ; in particular a continuous has as a primitive
The second fundamental theorem: if is differentiable on with and is integrable, then
A continuous function on is Riemann integrable, by Heine-Cantor and Riemann's criterion
The integral with oriented limits: and
Dependency tree · 2 levels
Sources
- W. Trench, Introduction to Real Analysis, Section 4.4, Theorem 4.4.11 (differentiation of a uniformly convergent sequence of functions)
- MIT OpenCourseWare 18.100B, Real Analysis, Spring 2025 (full lecture notes), Lectures 20–21 (uniform convergence; continuity, integration and differentiation of the limit)