Abstract
We give rates of strong convergence for the proximal point algorithm PPA computing the unique zero z of operators A in uniformly convex Banach spaces which are uniformly accretive at z. We also get a rate of convergence to some zero of A if A has a modulus of regularity. In the boundedly compact case, we obtain a rate of metastability of PPA in the sense of Tao for arbitrary accretive operators A (satisfying a range condition so that the PPA is well-defined).
References
- M. Bačák: The proximal point algorithm in metric spaces, Israel J. Math. 194 (2013) 689–701.https://doi.org/10.1007/s11856-012-0091-3Google Scholar
- V. Barbu: Nonlinear Semigroups and Differential Equations in Banach Spaces, Noordhoff International Publishing, Leyden (1976).https://doi.org/10.1007/978-94-010-1537-0Google Scholar
- H. H. Bauschke, P. L. Combettes: Convex Analysis and Monotone Operator Theory in Hilbert Spaces, Springer, New York (2011).https://doi.org/10.1007/978-1-4419-9467-7Google Scholar
- R. E. Bruck, S. Reich: Nonexpansive projections and resolvents of accretive operators in Banach spaces, Houston J. Math. 3 (1977) 459–470.Google Scholar
- U. Kohlenbach: On the quantitative asymptotic behavior of strongly nonexpansive mappings in Banach and geodesic spaces, Israel J. Math. 216 (2016) 215–246.https://doi.org/10.1007/s11856-016-1408-4Google Scholar
- U. Kohlenbach: On the reverse mathematics and Weihrauch complexity of moduli of regularity and uniqueness, Computability 8 (2019) 377–387.https://doi.org/10.3233/COM-180097Google Scholar
- U. Kohlenbach, A. Koutsoukou-Argyraki: Rates of convergence and metastability for abstract Cauchy problems generated by accretive operators, J. Math. Anal. Appl. 423 (2015) 1089–1112.https://doi.org/10.1016/j.jmaa.2014.10.035Google Scholar
- U. Kohlenbach, L. Leuştean, A. Nicolae: Quantitative results on Fejér monotone sequences, Comm. Contemp. Math. 20 (2018), 42pp.https://doi.org/10.1142/S0219199717500158Google Scholar
- U. Kohlenbach, G. López-Acedo, A. Nicolae: Moduli of regularity and rates of convergence for Fejér monotone sequences, Israel J. Math. 232 (2019) 261–297.https://doi.org/10.1007/s11856-019-1870-xGoogle Scholar
- U. Kohlenbach, T. Powell: Rates of convergence for iterative solutions of equations involving set-valued accretive operators, Comp. Math. Appl. 80/3 (2020) 490–503.https://doi.org/10.1016/j.camwa.2020.04.002Google Scholar
- A. Koutsoukou-Argyraki: Effective rates of convergence for the resolvents of accretive operators, Numer. Funct. Anal. Optimization 28 (2017) 1601–1613.https://doi.org/10.1080/01630563.2017.1349146Google Scholar
- L. Leuştean, A. Nicolae, A. Sipoş: An abstract proximal point algorithm, J. Global Optimization 72 (2018) 553–577.https://doi.org/10.1007/s10898-018-0655-9Google Scholar
- B. Martinet: Régularisation d’inéquations variationnelles par approximations successives, Rev. Française Inform. Rech. Opér. 4 (1970) 154–158.https://doi.org/10.1051/m2an/197004R301541Google Scholar
- E. Neumann: Computational problems in metric fixed point theory and their Weihrauch degrees, Logical Methods Comput. Sci. 11(4:20) (2015) 1–44.https://doi.org/10.2168/LMCS-11(4:20)2015Google Scholar
- R. T. Rockafellar: Monotone operators and the proximal point algorithm, SIAM J. Control Optimization 14 (1976) 877–898.https://doi.org/10.1137/0314056Google Scholar
- K. Sitthithakerngkiet, P. Sunthrayuth, P. Kumam: Some iterative method for finding a common zero of a finite family of accretive operators in Banach spaces, Bull. Iran. Math. Soc. 43 (2017) 239–258.Google Scholar
- W. Takahashi: Nonlinear Functional Analysis, Yokohama Publishers, Yokohama (2000).Google Scholar
- T. Tao: Soft analysis, hard analysis, and the finite convergence principle, essay posted May 23, (2007); appeared in: Structure and randomness: pages from year one of a mathematical blog by T. Tao (2008).Google Scholar
- T. Tao: Norm convergence of multiple ergodic averages for commuting transformations, Ergodic Theory Dyn. Systems 28 (2008) 657–688.https://doi.org/10.1017/S0143385708000011Google Scholar
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Published by Heldermann Verlag, 2021. Rights now held by Banach Press LLC.
