Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
844791 | Nonlinear Analysis: Theory, Methods & Applications | 2006 | 18 Pages |
Abstract
In this paper we present a new regularity condition for the subdifferential sum formula of a convex function with the precomposition of another convex function with a continuous linear mapping. This condition is formulated by using the epigraphs of the conjugates of the functions involved and turns out to be weaker than the generalized interior-point regularity conditions given so far in the literature. Moreover, it provides a weak sufficient condition for Fenchel duality regarding convex optimization problems in infinite dimensional spaces. As an application, we discuss the strong conical hull intersection property (CHIP) for a finite family of closed convex sets.
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Authors
Radu Ioan Boţ, Gert Wanka,