Properties of the Moreau–Yosida regularization of a piecewise C2 convex function

Properties of the Moreau–Yosida regularization of a piecewise C2 convex function

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Article ID: iaor20001146
Country: Germany
Volume: 84
Issue: 2
Start Page Number: 269
End Page Number: 281
Publication Date: Jan 1999
Journal: Mathematical Programming
Authors: , ,
Abstract:

In this paper we discuss second-order properties of the Moreau–Yosida regularization F of a piecewise twice continuously differentiable convex function f. We introduce a new constraint qualification in order to prove that the gradient of F is piecewise continuously differentiable. In addition, we discuss conditions, depending on the Hessians of the pieces, that guarantee positive definiteness of the generalized Jacobians of the gradient of F.

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