Tikhonov regularized iterative methods for nonlinear problems

We consider the monotone inclusion problems in real Hilbert spaces. Proximal splitting algorithms are very popular technique to solve it and generally achieve weak convergence under mild assumptions. Researchers assume the strong conditions like strong convexity or strong monotonicity on the conside...

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Bibliographic Details

Published in:	Optimization Vol. 73; no. 13; pp. 3787 - 3818
Main Authors:	Dixit, Avinash, Sahu, D. R., Gautam, Pankaj, Som, T.
Format:	Journal Article
Language:	English
Published:	Philadelphia Taylor & Francis 03.12.2024 Taylor & Francis LLC
Subjects:	Algorithms Convergence Convexity Douglas-Rachford algorithm Fixed points (mathematics) Fixed points of non-expansive mappings forward-backward algorithm Hilbert space Iterative methods Operators primal-dual algorithm Regularization Splitting splitting methods Tikhonov regularization
ISSN:	0233-1934, 1029-4945
Online Access:	Get full text
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