A difference-of-convex functions approach for sparse PDE optimal control problems with nonconvex costs

We propose a local regularization of elliptic optimal control problems which involves the nonconvex L q quasi-norm penalization in the cost function. The proposed Huber type regularization allows us to formulate the PDE constrained optimization instance as a DC programming problem (difference of con...

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Bibliographic Details
Published in:Computational optimization and applications Vol. 74; no. 1; pp. 225 - 258
Main Author: Merino, Pedro
Format: Journal Article
Language:English
Published: New York Springer US 01.09.2019
Springer Nature B.V
Subjects:
ISSN:0926-6003, 1573-2894
Online Access:Get full text
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