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A generalization of the regularization proximal point method

DOI: 10.5899/2012/jnaa-00129

Keywords: Maximal monotone operator , nonexpansive map , proximal point algorithm , prox-Tikhonov method , regularization method , resolvent operato

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Abstract:

This paper deals with the generalized regularization proximal point method which was introduced by the authors in [Four parameter proximal point algorithms, Nonlinear Anal. 74 (2011), 544-555]. It is shown that sequences generated by it converge strongly under minimal assumptions on the control parameters involved. Thus the main result of this paper unify many results related to the prox-Tikhonov method, the contraction proximal point algorithm and/or the regularization method as well as some results of the above quoted paper.

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