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New regularity conditions and Fenchel dualities for DC optimization problems involving composite functions

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We consider the following DC composite optimization problem (P): where and are proper convex functionals defined on locally convex Hausdorff topological vector spaces X and Y respectively, and h is… Click to show full abstract

We consider the following DC composite optimization problem (P): where and are proper convex functionals defined on locally convex Hausdorff topological vector spaces X and Y respectively, and h is a proper K-convex mapping from X to Y. By using the properties of the epigraph of the conjugate functions, we introduce some new regularity conditions and obtain complete characterizations for weak / strong / stable Fenchel dualities and for zero / stable zero duality gap properties of problem (P).

Keywords: new regularity; fenchel dualities; dualities optimization; conditions fenchel; regularity conditions

Journal Title: Optimization
Year Published: 2020

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