The converse characterization of convex Lipschitzian functions
The converse characterization of convex Lipschitzian functions
Let be the domain of a Lipschitzian function , and let denote the set of subgradients of at . For and , assume that . Convexity characterization. The function is convex if and only if
This is proposed as the converse of the preceding convexity property for subgradient sets; the supplied text does not state whether the characterization has been proved or remains open.
Sources & referencesView supporting material
Primary source
Jürgen Jost and Dong Zhang, “Discrete-to-Continuous Extensions: piecewise multilinear extension, min-max theory and spectral theory”, arXiv:2106.04116 (2021).
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