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A Duality Theory for Set-Valued Functions I: Fenchel Conjugation Theory
Authors:Andreas H Hamel
Institution:(1) Department of Operations Research and Financial Engineering, Princeton University, Sherrerd Hall, Charlton Street, Princeton, NJ, USA
Abstract:It is proven that a proper closed convex function with values in the power set of a preordered, separated locally convex space is the pointwise supremum of its set-valued affine minorants. A new concept of Legendre–Fenchel conjugates for set-valued functions is introduced and a Moreau–Fenchel theorem is proven. Examples and applications are given, among them a dual representation theorem for set-valued convex risk measures.
Keywords:Set order relations  Legendre–  Fenchel conjugate  Moreau–  Fenchel theorem  Set-valued function  Conlinear space  Set-valued risk measure
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