Back to Search
Start Over
A generalization of the regularization proximal point method
- Source :
- Journal of Nonlinear Analysis and Application, Vol 2012, Pp 1-6 (2012)
- Publication Year :
- 2012
- Publisher :
- ISPACS GmbH, 2012.
-
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.
- Subjects :
- prox-Tikhonov method
nonexpansive map
Proximal point method
Mathematical analysis
lcsh:QA299.6-433
Regularization perspectives on support vector machines
lcsh:Analysis
Regularization (mathematics)
proximal point algorithm
Proximal point
Tikhonov regularization
Nonlinear system
Maximal monotone operator
Proximal gradient methods for learning
resolvent operato
Control parameters
regularization method
Mathematics
Subjects
Details
- ISSN :
- 21933472
- Volume :
- 2012
- Database :
- OpenAIRE
- Journal :
- Journal of Nonlinear Analysis and Application
- Accession number :
- edsair.doi.dedup.....943af44fd9943ff0519a683ff4903bba