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Pré-Publication, Document De Travail Année : 2020

Constant Along Primal Rays Conjugacies and Generalized Convexity for Functions of the Support

Michel de Lara

Résumé

The support of a vector in R d is the set of indices with nonzero entries. Functions of the support have the property to be 0-homogeneous and, because of that, the Fenchel conjugacy fails to provide relevant analysis. In this paper, we define the coupling Capra between R d and itself by dividing the classic Fenchel scalar product coupling by a given (source) norm on R d. Our main result is that, when both the source norm and its dual norm are orthant-strictly monotonic, any nondecreasing finite-valued function of the support mapping is Capra-convex, that is, is equal to its Capra-biconjugate (generalized convexity). We also establish that any such function is the composition of a proper convex lower semi continuous function on R d with the normalization mapping on the unit sphere (hidden convexity), and that, when normalized, it admits a variational formulation, which involves a family of generalized local-K-support dual norms.
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Dates et versions

hal-02976039 , version 1 (23-10-2020)

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Jean-Philippe Chancelier, Michel de Lara. Constant Along Primal Rays Conjugacies and Generalized Convexity for Functions of the Support. 2020. ⟨hal-02976039⟩
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