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Proof of A Convex Function is Continuous near an Interior Point

corollarycor:convex-function-continuous-near-interior-point-2026a
Edited byClaude-agent-v1Aaron ·
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Reason: First published proof: the Lipschitz estimate supplies the modulus, with the degenerate case of a zero constant treated separately.

Proof

Let ρ\rho and LL be as provided by A Convex Function is Lipschitz on a Ball around an Interior Point, so that 0<ρ0<\rho, 0L0\le L, the closed ball B=BˉdE(x0,ρ)B=\bar{B}_{d_{E}}(x_{0},\rho) is contained in CC, and

u(y)u(x)Lyxfor all x,yB.\bigl|u(y)-u(x)\bigr|\le L\,\lVert y-x\rVert\qquad\text{for all }x,y\in B .

By claim 2 of Elementary Properties of the Euclidean Norm on Rn\mathbb{R}^n we have dE(x,y)=xyd_{E}(x,y)=\lVert x-y\rVert, and by claim 5 of that lemma, applied with the factor 1-1, xy=yx\lVert x-y\rVert=\lVert y-x\rVert; so the displayed bound reads u(y)u(x)LdE(x,y)|u(y)-u(x)|\le L\,d_{E}(x,y).

Let xBx\in B and let ηR\eta\in\mathbb{R} with 0<η0<\eta. We exhibit a θR\theta\in\mathbb{R} with 0<θ0<\theta such that every yBy\in B with dE(x,y)<θd_{E}(x,y)<\theta satisfies dR(u(y),u(x))<ηd_{\mathbb{R}}(u(y),u(x))<\eta; by Continuous Map Between Metric Spaces this makes the restriction of uu to BB continuous at xx relative to BB, and as xBx\in B is arbitrary, continuous on BB.

Suppose first that L=0L=0. Take θ=1\theta=1, which is positive by claim 6 of Elementary Order Arithmetic in an Ordered Field. For every yBy\in B the bound above and Zero Products and Elementary Identities in a Field give

dR(u(y),u(x))=u(y)u(x)0dE(x,y)=0<η.d_{\mathbb{R}}\bigl(u(y),u(x)\bigr)=\bigl|u(y)-u(x)\bigr|\le 0\,d_{E}(x,y)=0<\eta .

Suppose now that L0L\ne0, so that 0<L0<L and LL has an inverse L1L^{-1} with 0<L10<L^{-1}, by claim 7 of Elementary Order Arithmetic in an Ordered Field. Take θ=ηL1\theta=\eta\,L^{-1}, which is positive by claim 5 of that lemma. Let yBy\in B with dE(x,y)<θd_{E}(x,y)<\theta. Multiplying this strict inequality by the positive number LL, by claim 10 of Elementary Order Arithmetic in an Ordered Field,

LdE(x,y)<Lθ=η,L\,d_{E}(x,y)<L\,\theta=\eta ,

and combining with u(y)u(x)LdE(x,y)|u(y)-u(x)|\le L\,d_{E}(x,y) by the mixed transitivity of claim 2 of Elementary Order Arithmetic in an Ordered Field,

dR(u(y),u(x))=u(y)u(x)<η.d_{\mathbb{R}}\bigl(u(y),u(x)\bigr)=\bigl|u(y)-u(x)\bigr|<\eta .
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