Abstract
The purpose of this paper is by using the generalized forward–backward splitting method and implicit midpoint rule to propose an iterative algorithm for finding a common element of the set of solutions to a system of quasi variational inclusions with accretive mappings and the set of fixed points for a \(\lambda \)-strict pseudo-contractive mapping in Banach spaces. Some strong convergence theorems of the sequence generated by the algorithm are proved. The results presented in the paper extend and improve some recent results. At the end of the paper, some applications to a system of variational inequalities problem, monotone variational inequalities, convex minimization problem and convexly constrained linear inverse problem are presented.
Similar content being viewed by others
References
Bruck, R.E.: Nonexpansive projections on subsets of Banach spaces. Pac. J. Math. 47, 341V355 (1973)
Byrne, C.: A unified treatment of some iterative algorithms in signal processing and image reconstruction. Inverse Probl. 20, 103–120 (2004)
Cai, G., Bu, S.Q.: Modified extragradient methods for variational inequality problems and fixed point problems for an infinite family of nonexpansive mappings in Banach spaces. J. Glob. Optim. 55, 437–457 (2013)
Chang, S.S., Wen, C.F., Yao, J.C.: Zero point problem of accretive operators in Banach spaces. Bull. Malays. Math. Sci. Soc. https://doi.org/10.1007/s40840-017-0470-3
Chang, S.-S., Wen, C.-F., Yao, J.-C., Zhang, J.-Q.: A generalized forward–backward method for solving split equality quasi inclusion problems in Banach spaces. J. Nonlinear Sci. Appl. 10, 4890–4900 (2017)
Chang, S.S., Wen, C.F., Yao, J.C.: Generalized viscosity implicit rules for solving quasiinclusion problems of accretive operators in Banach spaces. Optimization 66(7), 1105–1117 (2017)
Chen, G.H.G., Rockafellar, R.T.: Convergence rates in forward–backward splitting. SIAM J. Optim. 7, 421–444 (1997)
Cho, S.Y.: Generalized mixed equilibrium and fixed point problems in a Banach space. J. Nonlinear Sci. Appl. 9, 1083–1092 (2016)
Cholamjiak, P.: A generalized forward–backward splitting method for solving quasi inclusion problems in Banach spaces. Numer. Algorithm. https://doi.org/10.1007/s11075-015-0030-6
Cioranescu, I.: Geometry of Banach Spaces, Duality Mappings and Nonlinear Problems. Kluwer Academic Publishers, Dordrecht (1990)
Combettes, P.L.: Iterative construction of the resolvent of a sum of maximal monotone operators. J. Convex Anal. 16, 727–748 (2009)
Combettes, P.L., Wajs, V.R.: Signal recovery by proximal forward–backward splitting. Multiscale Model. Simul. 4, 1168–1200 (2005)
Güler, O.: On the convergence of the proximal point algorithm for convex minimization. SIAM J. Control Optim. 29, 403–419 (1991)
Lions, P.L., Mercier, B.: Splitting algorithms for the sum of two nonlinear operators. SIAM J. Numer. Anal. 16, 964–979 (1979)
López, G., Martín-Márquez, V., Wang, F., Xu, H.K.: Forward–backward splitting methods for accretive operators in Banach spaces. Abstr. Appl. Anal. 2012, 1–25 (2012)
Maingǐe, P.E.: Approximation method for common fixed points of nonexpansive mappings in Hilbert spaces. J. Math. Anal. Appl. 325, 469–479 (2007)
Mitrinović, D.S.: Analytic Inequalities. Springer, New York (1970)
Moudafi, A.: Viscosity approximation methods for fixed-points problems. J. Math. Anal. Appl. 241, 46–55 (2000)
Pholasaa, N., Cholamjiaka, P., Cho, Y.J.: Modified forward–backward splitting methods for accretive operators in Banach spaces. J. Nonlinear Sci. Appl. 9, 2766–2778 (2016)
Qin, X., Chang, S.S., Cho, Y.J., Kang, S.M.: Approximation of solutions to a system of variational inclusions in Banach spaces. J. Inequal. Appl. 2010 (2010) (article ID 916806)
Qin, X., Yao, J.C.: Projection splitting algorithms for nonself operators. J. Nonlinear Convex Anal. 18, 925–935 (2017)
Rockafellar, R.T.: On the maximality of sums of nonlinear monotone operators. Trans. Am. Math. Soc. 149, 75–88 (1970)
Rockafellar, R.T.: Monotone operators and the proximal point algorithm. SIAM J. Control Optim. 14, 877–898 (1976)
Sra, S., Nowozin, S., Wright, S.J.: Optimization for Machine Learning. In: Neural Information Processing series. The MIT Press, Cambridge, MA (2011)
Sunthrayuth, P., Kuman, P.: Iterative methods for variational inequality problems and fixed point problems of a countable family of strict pseudo-contractions in a q-uniformly smooth Banach space. Fixed Point Theory Appl. 2012, 65 (2012)
Takahashi, W., Wong, N.C., Yao, J.C.: Two generalized strong convergence theorems of Halpern’s type in Hilbert spaces and applications. Taiwan. J. Math. 16, 1151–1172 (2012)
Tseng, P.: A modified forward–backward splitting method for maximal monotone mappings. SIAM J. Control Optim. 38, 431–446 (2000)
Wang, F., Cui, H.: On the contraction-proximal point algorithms with multi-parameters. J. Glob. Optim. 54, 485–491 (2012)
Xu, H.K.: Iterative algorithms for nonlinear operators. J. Lond. Math. Soc. 66, 240–256 (2002)
Yao, Y., Noor, M.A.: On convergence criteria of generalized proximal point algorithms. J. Comput. Appl. Math. 217, 46–55 (2008)
Yao, Y., Noor, M.A., Noor, K.I., Liou, Y.C.: Modified extragradient methods for a system of variational inequalities in Banach spaces. Acta Appl. Math. 110, 1211–1224 (2010)
Yao, Y.-H., Liou, Y.-C., Yao, J.-C.: Iterative algorithms for the split variational inequality and fixed point problems under nonlinear transformations. J. Nonlinear Sci. Appl. 10, 843–854 (2017)
Zhang, H., Su, Y.F.: Strong convergence theorems for strict pseudo-contractions in quniformly smooth Banach spaces. Nonlinear Anal. 70, 3236–3242 (2009)
Acknowledgements
The authors would like to express their thanks to the Editor and the Reviewers for their helpful comments and advices. This work was supported by the Natural Science Foundation of Center for General Education, China Medical University, Taichung, Taiwan and The Natural Science Foundation Research Center for Nonlinear Analysis and Optimization, Kaohsiung Medical University, Kaohsiung, 807, Taiwan.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Chang, Ss., Wen, CF. & Yao, JC. A generalized forward–backward splitting method for solving a system of quasi variational inclusions in Banach spaces. RACSAM 113, 729–747 (2019). https://doi.org/10.1007/s13398-018-0511-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13398-018-0511-2
Keywords
- Forward–backward splitting algorithm
- Implicit middle rules
- Accretive operator
- Maximal monotone operator
- Strict pseudo-contractive mapping
- Splitting method