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A Characterization of Convex Functions

Published 25 Sep 2017 in math.CA | (1709.08611v1)

Abstract: Let DD be a convex subset of a real vector space. It is shown that a radially lower semicontinuous function f:D→R∪+∞f: D\to \mathbf{R}\cup {+\infty} is convex if and only if for all x,y∈Dx,y \in D there exists α=α(x,y)∈(0,1)\alpha=\alpha(x,y) \in (0,1) such that f(αx+(1−α)y)≤αf(x)+(1−α)f(y)f(\alpha x+(1-\alpha)y) \le \alpha f(x)+(1-\alpha)f(y).

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