Linear Perturbations of Quasiconvex Functions and Convexity
classification
🧮 math.OC
keywords
convexfunctionlambdalinearmathbbquasiconvexspacesubset
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Let $E$ be a real vector space with dual space $E^*$ and let $C\subset E$ be a convex subset with more than one point. Let $f : C\to\mathbb{R}$ be a function satisfying a mild stability property at 'flat' points of the (relative) boundary of $C$. We show that $f$ is convex if and only if for some linear form $c^*$ on $E$ not constant on $C$, the function $f+\lambda c^*$ is quasiconvex for all $\lambda\in\mathbb{R}$.
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