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Combining the proximal algorithm and Tikhonov regularization
Journal article   Peer reviewed

Combining the proximal algorithm and Tikhonov regularization

N. Lehdili and Abdellatif Moudafi
Optimization, Vol.37(3), pp.239-252
1996

Abstract

Maximal monotone operator Proximal point algorithm Tikhonov method Resolvent mapping Variational convergence Convex optimization Saddle-value problems
An approximation method which combines Tikhonov method with the proximal point algorithm, is presented. Conditions which guarantee the convergence to a particular element of the solution set, are provided. A particular attention is given to the convex and convex-concave optimization cases.
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