Inertial algorithm for solving split inclusion problem in Banach spaces

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DOI:

https://doi.org/10.56754/0719-0646.2501.067

Abstract

The purpose of this paper is to propose an algorithm for finding a common element of the set of fixed points of relatively nonexpansive mapping and the set of solutions of split inclusion problem with a way of selecting the stepsize without prior knowledge of the operator norm in the framework of Banach spaces. Then, the main result is used to the common fixed point problems of a family of relatively nonexpansive mappings and split equilibrium problem. Finally, a numerical example is provided to illustrate the main result.

Keywords

Strong convergence , split feasibility problem , uniformly convex , uniformly smooth , fixed point problem

Mathematics Subject Classification:

47H10 , 47J25 , 65J15
  • Pages: 67–88
  • Date Published: 2023-04-24
  • Vol. 25 No. 1 (2023)

T. O. Alakoya, L. O. Jolaoso and O. T. Mewomo, “Modified inertia subgradient extragradient method with self adaptive stepsize for solving monotone variational inequality and fixed point problems”, Optimization, vol. 70, no. 3, pp. 545–574, 2021.

T. O. Alakoya and O. T. Mewomo, “Viscosity S-iteration method with inertial technique and self-adaptive step size for split variational inclusion, equilibrium and fixed point problems”, Comput. Appl. Math., vol. 41, no. 1, Paper No. 39, 31 pages, 2022.

T. O. Alakoya, V. A. Uzor, O. T. Mewomo and J. C. Yao, “On a system of monotone variational inclusion problems with fixed-point constraint”, J. Inequal. Appl., vol. 2022, Paper No. 47, 30 pages, 2022.

T. O. Alakoya, V. A. Uzor and O. T. Mewomo, “A new projection and contraction method for solving split monotone variational inclusion, pseudomonotone variational inequality, and common fixed point problems”, Comput. Appl. Math., vol. 42, no. 1, Paper No. 3, 33 pages, 2023.

Y. I. Alber, “Metric and generalized projection operator in Banach spaces: Properties and applications”, in Theory and applications of nonlinear operators of accretive and monotone type, Lecture Notes in Pure and Appl. Math. 178, A. G. Kartsatos, New York: Marcel Dekker, 1996, pp. 15–50.

A. S. Alofi, S. M. Alsulami and W. Takahashi, “Strongly convergent iterative method for the split common null point problem in Banach spaces”, J. Nonlinear Convex Anal., vol. 17, no. 2, pp. 311–324, 2016.

K. Aoyama, Y. Kimura, W. Takahashi and M. Toyoda, “Approximation of common fixed points of a countable family of nonexpansive mappings in a Banach space”, Nonlinear Anal., vol. 67, no. 8, pp. 2350–2360, 2007.

K. Aoyama, F. Kohsaka and W. Takahashi, “Strong convergence theorems for a family of mappings of type (P) and applications”, in Asian Conference on Nonlinear Analysis and Optimization, 2009, pp. 1–17.

J. Y. Bello Cruz and Y. Shehu, “An iterative method for split inclusion problems without prior knowledge of operator norms”, J. Fixed Point Theory Appl., vol. 19, no. 3, pp. 2017–2036, 2017.

E. Blum, “From optimization and variational inequalities to equilibrium problems”, Math. Student, vol. 63, no. 1–4, pp. 123–145, 1994.

C. Byrne, Y. Censor, A. Gibali and S. Reich, “The split common null point problem”, J. Nonlinear Convex Anal., vol. 13, no. 4, pp. 759–775, 2011.

Y. Censor, T. Bortfeld, B. Martin and A. A. Trofimov, “A unified approach for inversion problems in intensity-modulated radiation therapy”, Phys. Med. Biol., vol. 51, no. 10, pp. 2353–2365, 2006.

Y. Censor and T. A. Elfving, “Multiprojection algorithm using Bregman projections in a product space”, Numer. Algorithms, vol. 8, no. 2–4, pp. 221–239, 1994.

P. Cholamjiak, S. Suantai and P. Sunthrayuth, “An iterative method with residual vectors for solving the fixed point and the split inclusion problems in Banach spaces”, Comp. Appl. Math., vol. 38, no. 1, Paper No. 12, 25 pages, 2019.

Q. L. Dong and H. B. Yuan, “Accelerated Mann and CQ algorithms for finding a fixed point of nonexpansive mapping”, Fixed Point Theory Appl., vol. 2015, Paper No. 125, 12 pages, 2015.

E. C. Godwin, T. O. Alakoya, O. T. Mewomo and J. C. Yao “Relaxed inertial Tseng extra-gradient method for variational inequality and fixed point problems”, Appl. Anal., In Press, 2022.

E. C. Godwin, C. Izuchukwu and O. T. Mewomo, “Image restoration using a modified relaxed inertial method for generalized split feasibility problems”, Math. Methods Appl. Sci., vol. 45, no. 5, pp. 5521–5544, 2022.

C. Izuchukwu, A. A. Mebawondu and O. T. Mewomo, “A new method for solving split variational inequality problems without co-coerciveness”, J. Fixed Point Theory Appl., vol. 22, no. 4, Paper No. 98, 23 pages, 2020.

K. R. Kazmi and H. Rizvi, “An iterative method for split variational inclusion problem and fixed point problem for a nonexpansive mapping”, Optim. Lett., vol. 8, no. 3, pp. 1113–1124, 2014.

F. Kohsaka and W. Takahashi, “Proximal point algorithm with Bregman function in Banach spaces”, J. Nonlinear Convex Anal., vol. 6, no. 3, pp. 505–523, 2005.

F. Kohsaka and W. Takahashi, “Existence and approximation of fixed points of firmly nonexpansive-type mappings in Banach spaces”, SIAM J. Optim., vol. 19, no. 2, pp. 824– 835, 2008.

L. W. Kuo and D. R. Sahu, “Bregman distance and strong convergence of proximal-type algorithms”, Abstr. Appl. Anal., Art. ID 590519, 12 pages, 2013.

G. López, V. Martín-Márquez, F. Wang and H. K. Xu, “Solving the split feasibility problem without prior knowledge of matrix norms”, Inverse Probl., vol. 28, no. 8, 18 pages, 2012.

S. Y. Matsushita and W. Takahashi, “A strong convergence theorem for relatively nonexpansive mappings in Banach spaces”, J. Approx. Theory, vol. 134, no. 2, pp. 257–266, 2005.

A. Moudafi, “Split monotone variational inclusions”, J. Optim. Theory Appl., vol. 150, no. 2, pp. 275–283, 2011.

A. Moudafi and B. S. Thakur, “Solving proximal split feasibility problems without prior knowledge of operator norms”, Optim. Lett., vol. 8 no. 7, pp. 2099-2110, 2014.

E. Naraghirad and J. C. Yao, “Bregman weak relatively non expansive mappings in Banach space”, Fixed Point Theory Appl., vol. 2013, Paper No. 141, 2013.

F. U. Ogbuisi and O. T. Mewomo, “Iterative solution of split variational inclusion problem in a real Banach spaces”, Afr. Mat., vol. 28, no. 1–2, pp. 295–309, 2017.

R. P. Phelps, Convex functions, monotone operators, and differentiability, Lecture Notes in Mathematics 1364, Berlin: Springer Verlag, 1993.

N. Pholasa, K. Kankam and P. Cholamjiak, “Solving the split feasibility problem and the fixed point problem of left Bregman firmly nonexpansive mappings via the dynamical step sizes in Banach spaces”, Vietnam J. Math., vol. 49, no. 1, pp. 1011–1026, 2021.

B. T. Polyak, “Some methods of speeding up the convergence of iteration methods”, U.S.S.R. Comput. Math. Math. Phys, vol. 4, no. 5, pp. 1–17, 1964.

S. Reich and S. Sabach, “Existence and approximation of fixed points of Bregman firmly non-expansive mappings in reflexive Banach spaces”, D. H, Bailey et al. in Fixed-point algorithms for inverse problems in science and engineering, Springer Optimization and Its Applications, New York: Springer, 2011, pp. 301–316.

Y. Shehu, F. U. Ogbuisi and O. S. Iyiola, “Convergence analysis of an iterative algorithm for fixed point problems and split feasibility problems in certain Banach spaces”, Optimization, vol. 65, no. 2, pp. 299–323, 2016.

K. Sitthithakerngkiet, J. Deepho, J. Martínez-Moreno and P. Kumam, “Convergence analysis of a general iterative algorithm for finding a common solution of split variational inclusion and optimization problems”, Numer. Algorithms, vol. 79, no. 3, pp. 801–824, 2018.

S. Suantai, Y. Shehu and P. Cholamjiak, “Nonlinear iterative methods for solving the split common null point problem in Banach spaces”, Optim. Methods Softw., vol. 34, no. 4, pp. 853–874, 2019.

S. Suantai, Y. Shehu, P. Cholamjiak and O. S. Iyiola, “Strong convergence of a self-adaptive method for the split feasibility problem in Banach spaces”, J. Fixed Point Theory Appl., vol. 20, no. 2, Paper No. 68, 21 pages, 2018.

A. Taiwo, L. O. Jolaoso and O. T. Mewomo, “Inertial-type algorithm for solving split common fixed point problems in Banach spaces”, J. Sci. Comput., vol. 86, no. 1, Paper No. 12, 30 pages, 2021.

S. Takahashi and W. Takahashi, “The split common null point problem and the shrinking projection method in Banach spaces”, Optimization, vol. 65, no. 2, pp. 281–287, 2016.

W. Takahashi and K. Zembayashi, “Strong and weak convergence theorems for equilibrium problems and relatively nonexpansive mappings in Banach spaces”, Nonlinear Anal., vol. 70, no. 1, pp. 45–57, 2009.

D. V. Thong and D. Van Hieu, “An inertial method for solving split common fixed point problems”, J. Fixed Point Theory Appl., vol. 19, no. 4, pp. 3029–3051, 2017.

V. A. Uzor, T. O. Alakoya and O. T. Mewomo, “Strong convergence of a self-adaptive inertial Tseng’s extragradient method for pseudomonotone variational inequalities and fixed point problems”, Open Math., vol. 20, no. 1, pp. 234–257, 2022.

V. A. Uzor, O. T. Alakoya and O. T. Mewomo, “On split monotone variational inclusion problem with multiple output sets with fixed point constraints”, Comput. Methods Appl. Math., In Press, 2023.

H. K. Xu, “Inequalities in Banach spaces with applications”, Nonlinear Anal., vol. 16, no. 12, pp. 1127–1138, 1991.

  • University Grants Commission of India for Junior Research Fellowship (JRF) under F. No. 16–6 (DEC. 2017)/2018 (NET/CSIR).

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Published

2023-04-24

How to Cite

[1]
A. Kumar and E. Tamrakar, “Inertial algorithm for solving split inclusion problem in Banach spaces”, CUBO, pp. 67–88, Apr. 2023.

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