Abstract
In this paper we study common fixed point problems. The first one is a general common fixed point problem in a metric space with a countable family of operators, while the second problem is a convex feasibility problem with infinitely many constraints solved by the subgradient projection algorithm. We show that our algorithms converge to a solution.
Similar content being viewed by others
References
Bauschke, H.H., Borwein, J.M.: On projection algorithms for solving convex feasibility problems. SIAM Rev. 38, 367–426 (1996)
Bauschke, H.H., Combettes, P.L.: A weak-to-strong convergence principle for Fejér-monotone methods in Hilbert spaces. Math. Oper. Res. 26, 248–264 (2001)
Browder, F.E.: Convergence theorems for sequences of nonlinear operators in Banach spaces. Math. Z. 100, 201–225 (1967)
Butnariu, D., Censor, Y., Reich, S.: Iterative averaging of entropic projections for solving stochastic convex feasibility problems. Comput. Optim. Appl. 8, 21–39 (1997)
Butnariu, D., Davidi, R., Herman, G.T., Kazantsev, I.G.: Stable convergence behavior under summable perturbations of a class of projection methods for convex feasibility and optimization problems. IEEE J. Sel. Top. Signal Process. 1, 540–547 (2007)
Butnariu, D., Reich, S., Zaslavski, A.J.: Convergence to fixed points of inexact orbits of Bregman-monotone and of nonexpansive operators in Banach spaces. Proceedings of Fixed Point Theory and its Applications, Mexico, pp. 11–32. Yokahama Publishers (2006)
Censor, Y., Davidi, R., Herman, G.T.: Perturbation resilience and superiorization of iterative algorithms. Inverse Probl. 26, 065008 (2010)
Censor, Y., Davidi, R., Herman, G.T., Schulte, R.W., Tetruashvili, L.: Projected subgradient minimization versus superiorization. J. Optim. Theory Appl. 160, 730–747 (2014)
Censor, Y., Elfving, T., Herman, G.T.: Averaging strings of sequential iterations for convex feasibility problems. In: Butnariu, D., Censor, Y., Reich, S. (eds.) Inherently Parallel Algorithms in Feasibility and Optimization and their Applications, pp. 101–113. North-Holland, Amsterdam (2001)
Censor, Y., Reem, D.: Zero-convex functions, perturbation resilience, and subgradient projections for feasibility-seeking methods. Math. Program. 152, 339–380 (2015)
Censor, Y., Zaknoonr, M.: Algorithms and convergence results of projection methods for inconsistent feasibility problems: a review. Pure Appl. Funct. Anal. 3, 565–586 (2018)
Censor, Y., Zaslavski, A.J.: Convergence and perturbation resilience of dynamic string-averaging projection methods. Comput. Optim. Appl. 54, 65–76 (2013)
Censor, Y., Zaslavski, A.J.: Strict Fejér monotonicity by superiorization of feasibility-seeking projection methods. J. Optim. Theory Appl. 165, 172–187 (2015)
Djafari-Rouhani, B., Kazmi, K.R., Moradi, S., Ali, R., Khan, S.A.: Solving the split equality hierarchical fixed point problem. Fixed Point Theory 23, 351–369 (2022)
Gibali, A.: A new split inverse problem and an application to least intensity feasible solutions. Pure Appl. Funct. Anal. 2, 243–258 (2017)
Gibali, A., Reich, S., Zalas, R.: Outer approximation methods for solving variational inequalities in Hilbert space. Optimization 66, 417–437 (2017)
Goebel, K., Kirk, W.A.: Topics in Metric Fixed Point Theory. Cambridge University Press, Cambridge (1990)
Goebel, K., Reich, S.: Uniform Convexity, Hyperbolic Geometry, and Nonexpansive Mappings. Marcel Dekker, New York and Basel (1984)
Gurin, L.G., Poljak, B.T., Raik, E.V.: Projection methods for finding a common point of convex sets. Zhurn. Vycisl. Mat i Mat. Fiz. 7, 1211–1228 (1967)
Karapinar, E., Mitrović, Z.D., Öztürk, A., Radenović, S.: On a theorem of Ćirić in b-metric spaces. Rend. Circ. Mat. Palermo 70, 217–225 (2021)
Kassab, W., Ţurcanu, T.: Numerical reckoning fixed points of \((\rho E)\)-type mappings in modular vector spaces. Mathematics 7, 390 (2019)
Khamsi, M.A., Kozlowski, W.M.: Fixed Point Theory in Modular Function Spaces. Birkhäser/Springer, Cham (2015)
Khamsi, M.A., Kozlowski, W.M., Reich, S.: Fixed point theory in modular function spaces. Nonlinear Anal. 14, 935–953 (1990)
Kirk, W.A.: Contraction mappings and extensions. In: Kirk, W.A., Sims, B. (eds.) Handbook of Metric Fixed Point Theory, pp. 1–34. Kluwer, Dordrecht (2001)
Kolobov, V.I., Reich, S., Zalas, R.: Finitely convergent deterministic and stochastic iterative methods for solving convex feasibility problems. Math. Program. 194, 1163–1183 (2022)
Kong, T.Y., Pajoohesh, H., Herman, G.T.: String-averaging algorithms for convex feasibility with infinitely many sets. Inverse Probl. 35, 045011 (2019)
Kopecká, E., Reich, S.: A note on alternating projections in Hilbert space. J. Fixed Point Theory Appl. 12, 41–47 (2012)
Kubota, R., Takahashi, W., Takeuchi, Y.: Extensions of Browder’s demiclosedness principle and Reich’s lemma and their applications. Pure Appl. Funct. Anal. 1, 63–84 (2016)
Lenzen, F., Becker, F., Lellmann, J., Petra, S., Schnörr, C.: A class of quasi-variational inequalities for adaptive image denoising and decomposition. Comput. Optim. Appl. 54, 371–398 (2013)
Masad, E., Reich, S.: A note on the multiple-set split convex feasibility problem in Hilbert space. J. Nonlinear Convex Anal. 8, 367–371 (2007)
Nilsrakoo, W., Saejung, S.: Strong convergence to common fixed points of countable relatively quasi-nonexpansive mappings. Fixed Point Theory Appl. 2008, 312454 (2008)
Okeke, G.A., Abbas, M., de la Sen, M.: Approximation of the fixed point of multivalued quasi-nonexpansive mappings via a faster iterative process with applications. Discrete Dyn. Nat. Soc. 2020, 8634050 (2020)
Okeke, G.A., Ugwuogor, C.I.: Iterative construction of the fixed point of Suzuki’s generalized nonexpansive mappings in Banach spaces. Fixed Point Theory 23, 633–652 (2022)
Rakotch, E.: A note on contractive mappings. Proc. Amer. Math. Soc. 13, 459–465 (1962)
Reem, D., De Pierro, A.R.: A new convergence analysis and perturbation resilience of some accelerated proximal forward-backward algorithms with errors. Inverse Probl. 33, 044001 (2017)
Reich, S., Tuyen, T.M.: Projection algorithms for solving the split feasibility problem with multiple output sets. J. Optim. Theory Appl. 190, 861–878 (2021)
Reich, S., Zaslavski, A.J.: Genericity in Nonlinear Analysis. Developments in Mathematics, vol. 34. Springer, New York (2014)
Takahashi, W.: The split common fixed point problem and the shrinking projection method for new nonlinear mappings in two Banach spaces. Pure Appl. Funct. Anal. 2, 685–699 (2017)
Takahashi, W.: A general iterative method for split common fixed point problems in Hilbert spaces and applications. Pure Appl. Funct. Anal. 3, 349–369 (2018)
Tam, M.K.: Algorithms based on unions of nonexpansive maps. Optim. Lett. 12, 1019–1027 (2018)
Wang, S., Yu, L., Guo, B.: An implicit iterative scheme for an infinite countable family of asymptotically nonexpansive mappings in Banach spaces. Fixed Point Theory Appl. 2008, 350483 (2008)
Wangkeeree, R.: An extragradient approximation method for equilibrium problems and fixed point problems of a countable family of nonexpansive mappings. Fixed Point Theory Appl. 2008, 134148 (2008)
Zaslavski, A.J.: Approximate Solutions of Common Fixed-Point Problems. Springer Optimization and Its Applications, vol. 112. Springer, Cham (2016)
Zaslavski, A.J.: Algorithms for Solving Common Fixed Point Problems. Springer Optimization and Its Applications, vol. 132. Springer, Cham (2018)
Zaslavski, A.J.: Solving feasibility problems with infinitely many sets. Axioms 12, 273 (2023)
Acknowledgements
The author thanks the referees for careful reading of the paper and useful comments.
Author information
Authors and Affiliations
Corresponding author
Additional information
Dedicated to Professor Tamas Terlaky.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zaslavski, A.J. Solving Common Fixed Point Problems with a Countable Family of Operators. Vietnam J. Math. (2024). https://doi.org/10.1007/s10013-024-00681-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10013-024-00681-3