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Coupling proximal methods and variational convergence
Authors:Abdellatif Moudafi
Affiliation:(1) U.S.T.L. Laboratoire d'Analyse Convexe Département de Mathématiques, Place Eugene Bataillon, 34096 Montpellier, France
Abstract:An approximation method which combines a data perturbation by variational convergence with the proximal point algorithm, is presented. Conditions which guarantee convergence, are provided and an application to the partial inverse method is given.
Keywords:Maximal monotone operator  proximal point algorithm  Hausdorff distance  partial inverse  variational convergence
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