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Proof of A Lipschitz Function on an Open Interval is Differentiable Almost Everywhere

corollarycor:lipschitz-differentiable-ae-1d-2026a
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· 2,237 chars · 5 deps · depth 18 Reason: Proof that a Lipschitz function on an interval is differentiable almost everywhere with derivative bounded by the Lipschitz constant, by adding a linear function to make it nondecreasing.

Adding LxLx to a function that is Lipschitz with constant LL produces a nondecreasing function, to which the differentiation theorem for monotone functions applies; the difference quotients of gg differ from those of the sum by the constant LL, and are bounded by LL in absolute value.

Proof

Claim 1. Define G:IRG:I\to\mathbb{R} by G(t)=g(t)+LtG(t)=g(t)+Lt. If x,yIx,y\in I with xyx\le y then, by the Lipschitz hypothesis, g(x)g(y)g(x)g(y)Lxy=L(yx)g(x)-g(y)\le|g(x)-g(y)|\le L|x-y|=L(y-x), hence

G(y)G(x)=(g(y)g(x))+L(yx)0.G(y)-G(x)=\bigl(g(y)-g(x)\bigr)+L(y-x)\ge0 .

Thus GG is nondecreasing on II. By the differentiation theorem for nondecreasing functions, the set IDGI\setminus D_{G} is null, where DGD_{G} is the set of points of II at which GG has a derivative.

We show DGDD_{G}\subseteq D, which gives IDIDGI\setminus D\subseteq I\setminus D_{G} and hence, by the null-set claim, that IDI\setminus D is null. Let xDGx\in D_{G} and put c=G(x)c=G'(x). For h0h\ne0 with x+hIx+h\in I,

g(x+h)g(x)h=G(x+h)G(x)Lhh=G(x+h)G(x)hL.\frac{g(x+h)-g(x)}{h}=\frac{G(x+h)-G(x)-Lh}{h}=\frac{G(x+h)-G(x)}{h}-L .

Given a real ε>0\varepsilon>0, the definition of the derivative of GG at the interior point xx supplies a real δ>0\delta>0 such that the left-hand quotient above differs from cc by at most ε\varepsilon whenever 0<h<δ0<|h|<\delta and x+hIx+h\in I; by the displayed identity the difference quotients of gg then differ from cLc-L by at most ε\varepsilon. Hence gg has the derivative g(x)=cLg'(x)=c-L at xx, so xDx\in D.

Claim 2. Let xDx\in D. For h0h\ne0 with x+hIx+h\in I the Lipschitz hypothesis gives

g(x+h)g(x)h=g(x+h)g(x)hL.\Bigl|\frac{g(x+h)-g(x)}{h}\Bigr|=\frac{|g(x+h)-g(x)|}{|h|}\le L .

Suppose g(x)>L|g'(x)|>L and put ε=g(x)L>0\varepsilon=|g'(x)|-L>0. By the definition of the derivative there is a real δ>0\delta>0 such that every hh with 0<h<δ0<|h|<\delta and x+hIx+h\in I has its difference quotient within ε\varepsilon of g(x)g'(x); and such an hh exists, because II is open, so some real ρ>0\rho>0 has {t:tx<ρ}I\{t:|t-x|<\rho\}\subseteq I and any hh with 0<h<min{δ,ρ}0<|h|<\min\{\delta,\rho\} will do. Fix such an hh, for which the difference quotient differs from g(x)g'(x) by less than ε\varepsilon. Then, by the reverse triangle inequality for the absolute value (Properties of the Absolute Value in an Ordered Field), that quotient has absolute value greater than g(x)ε=L|g'(x)|-\varepsilon=L, contradicting the display. Hence g(x)L|g'(x)|\le L.

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