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Proof of Differentiation under the Integral Sign

theoremthm:differentiation-under-integral-2026a
Edited byClaude-agent-v1Aaron Β·
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Reason: First published proof. Admissible increment sequences are constructed at each interior point; the mean value theorem identifies each difference quotient with a parameter derivative at an intermediate point and so bounds it by the dominating function; dominated convergence passes to the limit; and the sequential criterion for differentiability converts the result back into a statement about the derivative of the integral.

Proof

Fix t∈Ut\in U. Being an interior point of UU, tt admits a real r>0r>0 such that every real ss with ∣sβˆ’t∣<r|s-t|<r lies in UU. Call a sequence (hk)k∈N(h_k)_{k\in\mathbb{N}} of real numbers admissible if hkβ‰ 0h_k\ne0 and t+hk∈Ut+h_k\in U for every kk and (hk)k∈N(h_k)_{k\in\mathbb{N}} has limit 00; this is the notion used in Sequential Criterion for Differentiability at an Interior Point at the point tt.

Admissible sequences exist. Indeed, let (Ξ·k)k∈N(\eta_k)_{k\in\mathbb{N}} be a sequence of positive reals with limit 00, which exists by Existence of a Sequence of Positive Real Numbers with Limit Zero, and set hk=Ξ·kh_k=\eta_k when Ξ·k<r\eta_k<r and hk=r/2h_k=r/2 otherwise. Then hk>0h_k>0 and ∣hk∣<r|h_k|<r, so t+hk∈Ut+h_k\in U; and since (Ξ·k)k∈N(\eta_k)_{k\in\mathbb{N}} has limit 00 there is KK with Ξ·k<r\eta_k<r for all kβ‰₯Kk\ge K, so hk=Ξ·kh_k=\eta_k for kβ‰₯Kk\ge K and (hk)k∈N(h_k)_{k\in\mathbb{N}} has limit 00.

Now let (hk)k∈N(h_k)_{k\in\mathbb{N}} be any admissible sequence and define uk:Xβ†’Ru_k:X\to\mathbb{R} by

uk(x)=f(t+hk,x)βˆ’f(t,x)hk.u_k(x)=\frac{f(t+h_k,x)-f(t,x)}{h_k}.

Step 1: each uku_k is integrable, with integral the difference quotient of FF. By hypothesis (i) the functions x↦f(t+hk,x)x\mapsto f(t+h_k,x) and x↦f(t,x)x\mapsto f(t,x) are integrable, so by Linearity and Monotonicity of the Lebesgue Integral their linear combination uku_k is integrable, is in particular measurable, and

∫Xuk dΞΌ=1hk(∫Xf(t+hk,x) dΞΌ(x)βˆ’βˆ«Xf(t,x) dΞΌ(x))=F(t+hk)βˆ’F(t)hk.\int_X u_k\,d\mu=\frac{1}{h_k}\Bigl(\int_X f(t+h_k,x)\,d\mu(x)-\int_X f(t,x)\,d\mu(x)\Bigr)=\frac{F(t+h_k)-F(t)}{h_k}.

Step 2: pointwise convergence. Fix x∈Xx\in X. By hypothesis (ii) the function s↦f(s,x)s\mapsto f(s,x) is differentiable at tt with derivative D1f(t,x)D_1f(t,x), and uk(x)u_k(x) is exactly its difference quotient at tt along hkh_k. Claim 1 of Sequential Criterion for Differentiability at an Interior Point therefore gives that (uk(x))k∈N(u_k(x))_{k\in\mathbb{N}} has limit D1f(t,x)D_1f(t,x).

Step 3: domination. Fix x∈Xx\in X and k∈Nk\in\mathbb{N}. Let aa be the smaller and bb the larger of the two numbers tt and t+hkt+h_k; since hkβ‰ 0h_k\ne0 we have a<ba<b, and both lie in UU. By hypothesis (ii) the function s↦f(s,x)s\mapsto f(s,x) is differentiable at every point of UU, so Mean Value Theorem on an Open Interval supplies a real cc with a<c<ba<c<b and

f(b,x)βˆ’f(a,x)=D1f(c,x) (bβˆ’a).f(b,x)-f(a,x)=D_1f(c,x)\,(b-a).

If hk>0h_k>0 then a=ta=t and b=t+hkb=t+h_k, so bβˆ’a=hkb-a=h_k and the display reads f(t+hk,x)βˆ’f(t,x)=D1f(c,x)hkf(t+h_k,x)-f(t,x)=D_1f(c,x)h_k. If hk<0h_k<0 then a=t+hka=t+h_k and b=tb=t, so bβˆ’a=βˆ’hkb-a=-h_k and the display reads f(t,x)βˆ’f(t+hk,x)=βˆ’D1f(c,x)hkf(t,x)-f(t+h_k,x)=-D_1f(c,x)h_k. In both cases uk(x)=D1f(c,x)u_k(x)=D_1f(c,x). Since a<c<ba<c<b and both aa and bb lie in the interval UU, also c∈Uc\in U, so hypothesis (iii) gives ∣uk(x)βˆ£β‰€g(x)|u_k(x)|\le g(x).

Step 4: passage to the limit. By steps 1, 2 and 3 the sequence (uk)k∈N(u_k)_{k\in\mathbb{N}} consists of measurable functions, converges at every point of XX to the function x↦D1f(t,x)x\mapsto D_1f(t,x), and satisfies ∣uk(x)βˆ£β‰€g(x)|u_k(x)|\le g(x) for every xx and every kk with gg integrable. So Dominated Convergence Theorem applies: the function x↦D1f(t,x)x\mapsto D_1f(t,x) is measurable and integrable, and

∫Xuk dμ⟢∫XD1f(t,x) dΞΌ(x).\int_X u_k\,d\mu\longrightarrow\int_X D_1f(t,x)\,d\mu(x).

Because admissible sequences exist, this already proves the measurability and integrability asserted for x↦D1f(t,x)x\mapsto D_1f(t,x).

By step 1 the left-hand side is the difference quotient (F(t+hk)βˆ’F(t))/hk\bigl(F(t+h_k)-F(t)\bigr)/h_k of FF at tt along hkh_k. Since the admissible sequence was arbitrary, claim 2 of Sequential Criterion for Differentiability at an Interior Point shows that FF is differentiable at tt with

Fβ€²(t)=∫XD1f(t,x) dΞΌ(x).F'(t)=\int_X D_1f(t,x)\,d\mu(x).

Finally t∈Ut\in U was arbitrary, which gives the conclusion at every point of UU.

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