Abstract
In this paper, we present a modified SP iteration with the inertial technical term for three quasi-nonexpansive multivalued mappings in a Hilbert space. We then obtain weak convergence theorem under suitable conditions. The strong convergence theorems are given using CQ and shrinking projection methods with our modified iteration. Finally, we test some numerical experiments to illustrate that our inertial forward–backward method with the inertial technique term has a more effective convergence than that of the standard forward–backward method and Halpern algorithm.
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References
Agarwal, R.P., O’Regan, D., Sahu, D.R.: Fixed Point Theory for Lipschitzian-type Mappings with Applications, Topological Fixed Point Theory and Its Applications, 6. Springer, New York (2009)
Alvarez, F.: Weak convergence of a relaxed and inertial hybrid projection-proximal point algorithm for maximal monotone operators in Hilbert spaces. SIAM. J. Optim. 14(3), 773–782 (2004)
Alvarez, F., Attouch, H.: An inertial proximal method for monotone operators via discretization of a nonlinear oscillator with damping. Set-Val. Anal. 9, 3–11 (2011)
Bauschke, H.H., Matou sková, E., Reich, S.: Projection and proximal point methods:convergence results and counterexamples. Nonlinear Anal 56(5), 715–738 (2004)
Browder, F.E.: Nonexpansive nonlinear operators in a Banach space. Proc. Nat. Acad. Sci. USA 54, 1041–1044 (1965)
Censor, Y., Elfving, T.: A multiprojection algorithm using Bregman projection in a product space. Numer. Algorithms 71, 915–932 (2016)
Cholamjiak, P., Cholamjiak, W.: Fixed point theorems for hybrid multivalued mappings in Hilbert spaces. J. Fixed Point Theory Appl. 18(3), 673–688 (2016)
Cholamjiak, W., Cholamjiak, P., Suantai, S.: An inertial forward–backward splitting method for solving inclusion problems in Hilbert spaces. J. Fixed Point Theory Appl. 20, 42 (2018)
Cholamjiak, W., Chutibutr, N., Weerakham, S.: Weak and strong convergence theorems for the modified Ishikawa iterative for two hybrid multivalued mappings in Hilbert spaces. Commun. Korean Math. Soc. 33(3), 767–786 (2018)
Cholamjiak, W., Pholasa, N., Suantai, S.: A modified inertial shrinking projection method for solving inclusion problems and quasi-nonexpansive multivalued mappings. Comp. Appl. Math. 1, 1 (2018). https://doi.org/10.1007/s40314-018-0661-z
Dang, Y., Sun, J., Xu, H.: Inertial accelerated algorithms for solving a split feasibility problem, J. Ind. Manag. Optim. https://doi.org/10.3934/jimo.2016078
Dong, Q. L., Yuan, H. B., Cho, Y. J., Rassias, Th. M.: Modified inertial Mann algorithm and inertial CQ-algorithm for nonexpansive mappings. Optim. Lett. https://doi.org/10.1007/s11590-016-1102-9
Goebel, K., Kirk, W.A.: Topics in Metric Fixed Point Theory, Cambridge Studies in Advanced Mathematics, 28. Cambridge University Press, Cambridge (1990)
Goebel, K., Reich, S.: Uniform Convexity, Hyperbolic Geometry, and Nonexpansive Mappings, Monographs and Textbooks in Pure and Applied Mathematics, 83. Marcel Dekker Inc, New York (1984)
Gohde, D.: Zum Prinzip der kontraktiven Abbildung. Math. Nachr. 30, 251–258 (1965)
Halpern, B.: Fixed points of nonexpansive maps. Bull. Am. Math. Soc. 73, 957–961 (1967)
Iemoto, S., Takahashi, W.: Approximating common fixed points of nonexpansive mappings and nonspreading mappings in a Hilbert space. Nonlinear Anal. 71(12), 2082–2089 (2009)
Ishikawa, S.: Fixed points by a new iteration method. Proc. Am. Math. Soc. 44, 147–150 (1974)
Kirk, W.A.: A fixed point theorem for mappings which do not increase distances. Am. Math. Monthly 72, 1004–1006 (1965)
Kohsaka, F., Takahashi, W.: Existence and approximation of fixed points of firmly nonexpansive-type mappings in Banach spaces. SIAM J. Optim. 19(2), 824–835 (2008)
Kohsaka, F., Takahashi, W.: Fixed point theorems for a class of nonlinear mappings related to maximal monotone operators in Banach spaces. Arch. Math. (Basel) 91(2), 166–177 (2008)
López, G., Martín-Márquez, V., Wang, F., Xu, H. K.: Forward–backward splitting methods for accretive operators in Banach spaces. Abstract and Applied Analysis, ID 109236, 25. https://doi.org/10.1155/2012/109236
Mann, W.R.: Mean value methods in iteration. Proc. Am. Math. Soc. 4, 506–510 (1953)
Martinez-Yanes, C., Xu, H.K.: Strong convergence of the CQ method for fixed point iteration processes. Nonlinear Anal. 64(11), 2400–2411 (2006)
Nakajo, K., Takahashi, W.: Strong convergence theorems for nonexpansive mappings and nonexpansive semigroups. J. Math. Anal. Appl. 279(2), 372–379 (2003)
Noor, M.A.: New approximation schemes for general variational inequalities. J. Math. Anal. Appl. 251, 217–229 (2000)
Nesterov, Y.: A method for solving the convex programming problem with convergence rate \(O(1/k^{2})\). Dokl. Akad. Nauk SSSR 269, 543–547 (1983)
Phuengrattana, W., Suantai, S.: On the rate of convergence of Mann, Ishikawa, Noor and SP-iterations for continuous functions on an arbitrary interval. J. Comput. Appl. Math. 235, 3006–3014 (2011)
Piri, H., Rahrovi, S., Kumam, P.: Generalization of Khan fixed point theorem. J. Math. Comput. Sci. 17, 76–83 (2017)
Polyak, B.T.: Introduction to Optimization. Optimization Software, New York (1987)
Polyak, B.T.: Some methods of speeding up the convergence of iterative methods. Zh. Vychisl. Mat. Mat. Fiz. 4, 1–17 (1964)
Reich, S.: Research Problems: The fixed point property for non-expansive mappings. Am. Math. Monthly 83(4), 266–268 (1976)
Reich, S.: Approximate selections, best approximations, fixed points, and invariant sets. J. Math. Anal. Appl. 62(1), 104–113 (1978)
Reich, S.: Weak convergence theorems for nonexpansive mappings in Banach spaces. J. Math. Anal. Appl. 67(2), 274–276 (1979)
Stos̆ić, M., Xavier, J., Dodig, M.: Projection on the intersection of convex sets, Linear Algebra Appl., 9, 191–205 (2016)
Suantai, S.: Weak and strong convergence criteria of Noor iterations for asymptotically nonexpansive mappings. J. Math. Anal. Appl. 311(2), 506–517 (2005)
Takahashi, W., Takeuchi, Y., Kubota, R.: Strong convergence theorems by hybrid methods for families of nonexpansive mappings in Hilbert spaces. J. Math. Anal. Appl. 341(1), 276–286 (2008)
Takahashi, W.: Fixed point theorems for new nonlinear mappings in a Hilbert space. J. Nonlinear Convex Anal. 11(1), 79–88 (2010)
Yambangwai, D., Aunruean, S., Thianwan, T.: A new modified three-step iteration method for G-nonexpansive mappings in Banach spaces with a graph. Numer. Algor. 84, 53765
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Communicated by Fatemeh Panjeh Ali Beik.
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Chaolamjiak, W., Yambangwai, D. & Hammad, H.A. Modified Hybrid Projection Methods with SP Iterations for Quasi-Nonexpansive Multivalued Mappings in Hilbert Spaces. Bull. Iran. Math. Soc. 47, 1399–1422 (2021). https://doi.org/10.1007/s41980-020-00448-9
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DOI: https://doi.org/10.1007/s41980-020-00448-9
Keywords
- Weak and strong convergence
- Common fixed point
- Quasi-nonexpansive multivalued mappings
- SP iteration
- Inertial technical term