Approximate Solutions of Common Fixed-Point Problems / Springer Optimization and Its Applications Bd.112 (PDF)
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This book presents results on the convergence behavior of algorithms which are known as vital tools for solving convex feasibility problems and common fixed point problems. The main goal for us in dealing with a known computational error is to find what approximate solution can be obtained and how many iterates one needs to find it. According to know results, these algorithms should converge to a solution. In this exposition, these algorithms are studied, taking into account computational errors which remain consistent in practice. In this case the convergence to a solution does not take place. We show that our algorithms generate a good approximate solution if computational errors are bounded from above by a small positive constant.
Beginning with an introduction, this monograph moves on to study:
· dynamic string-averaging methods for common fixed point problems in a Hilbert space
· dynamic string methods for common fixed point problems in a metricspace
· dynamic string-averaging version of the proximal algorithm
· common fixed point problems in metric spaces
· common fixed point problems in the spaces with distances of the Bregman type
· a proximal algorithm for finding a common zero of a family of maximal monotone operators
· subgradient projections algorithms for convex feasibility problems in Hilbert spaces
- Autor: Alexander J. Zaslavski
- 2016, 1st ed. 2016, 454 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319332554
- ISBN-13: 9783319332550
- Erscheinungsdatum: 30.06.2016
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- Grösse: 3.57 MB
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“The present book on fixed point topics focusses on the study of the convergence of iterative algorithms which are mainly intended to approximate solutions of common fixed point problems and of convex feasibility problems in the presence of computational errors. … The book, including mainly original theoretical contributions of the author to the convergence analysis of the considered iterative algorithms, is addressed to researchers interested in fixed point theory and/or convex feasibility problems.” (Vasile Berinde, zbMATH 1357.49007, 2017)
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