Skip to main content

Advertisement

Log in

A generalized forward–backward splitting method for solving a system of quasi variational inclusions in Banach spaces

  • Original Paper
  • Published:
Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bruck, R.E.: Nonexpansive projections on subsets of Banach spaces. Pac. J. Math. 47, 341V355 (1973)

    Article  MathSciNet  Google Scholar 

  2. Byrne, C.: A unified treatment of some iterative algorithms in signal processing and image reconstruction. Inverse Probl. 20, 103–120 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  3. 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)

    Article  MathSciNet  MATH  Google Scholar 

  4. 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

  5. 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)

    Article  MathSciNet  Google Scholar 

  6. 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)

    Article  MathSciNet  MATH  Google Scholar 

  7. Chen, G.H.G., Rockafellar, R.T.: Convergence rates in forward–backward splitting. SIAM J. Optim. 7, 421–444 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  8. Cho, S.Y.: Generalized mixed equilibrium and fixed point problems in a Banach space. J. Nonlinear Sci. Appl. 9, 1083–1092 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  9. 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

  10. Cioranescu, I.: Geometry of Banach Spaces, Duality Mappings and Nonlinear Problems. Kluwer Academic Publishers, Dordrecht (1990)

    Book  MATH  Google Scholar 

  11. Combettes, P.L.: Iterative construction of the resolvent of a sum of maximal monotone operators. J. Convex Anal. 16, 727–748 (2009)

    MathSciNet  MATH  Google Scholar 

  12. Combettes, P.L., Wajs, V.R.: Signal recovery by proximal forward–backward splitting. Multiscale Model. Simul. 4, 1168–1200 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  13. Güler, O.: On the convergence of the proximal point algorithm for convex minimization. SIAM J. Control Optim. 29, 403–419 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  14. Lions, P.L., Mercier, B.: Splitting algorithms for the sum of two nonlinear operators. SIAM J. Numer. Anal. 16, 964–979 (1979)

    Article  MathSciNet  MATH  Google Scholar 

  15. 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)

    Article  MathSciNet  MATH  Google Scholar 

  16. Maingǐe, P.E.: Approximation method for common fixed points of nonexpansive mappings in Hilbert spaces. J. Math. Anal. Appl. 325, 469–479 (2007)

    Article  MathSciNet  Google Scholar 

  17. Mitrinović, D.S.: Analytic Inequalities. Springer, New York (1970)

    Book  MATH  Google Scholar 

  18. Moudafi, A.: Viscosity approximation methods for fixed-points problems. J. Math. Anal. Appl. 241, 46–55 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  19. 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)

    Article  MathSciNet  Google Scholar 

  20. 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)

  21. Qin, X., Yao, J.C.: Projection splitting algorithms for nonself operators. J. Nonlinear Convex Anal. 18, 925–935 (2017)

    MathSciNet  MATH  Google Scholar 

  22. Rockafellar, R.T.: On the maximality of sums of nonlinear monotone operators. Trans. Am. Math. Soc. 149, 75–88 (1970)

    Article  MathSciNet  MATH  Google Scholar 

  23. Rockafellar, R.T.: Monotone operators and the proximal point algorithm. SIAM J. Control Optim. 14, 877–898 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  24. Sra, S., Nowozin, S., Wright, S.J.: Optimization for Machine Learning. In: Neural Information Processing series. The MIT Press, Cambridge, MA (2011)

  25. 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)

    Article  MathSciNet  MATH  Google Scholar 

  26. 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)

    Article  MathSciNet  MATH  Google Scholar 

  27. Tseng, P.: A modified forward–backward splitting method for maximal monotone mappings. SIAM J. Control Optim. 38, 431–446 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  28. Wang, F., Cui, H.: On the contraction-proximal point algorithms with multi-parameters. J. Glob. Optim. 54, 485–491 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  29. Xu, H.K.: Iterative algorithms for nonlinear operators. J. Lond. Math. Soc. 66, 240–256 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  30. Yao, Y., Noor, M.A.: On convergence criteria of generalized proximal point algorithms. J. Comput. Appl. Math. 217, 46–55 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  31. 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)

    Article  MathSciNet  MATH  Google Scholar 

  32. 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)

    Article  MathSciNet  Google Scholar 

  33. Zhang, H., Su, Y.F.: Strong convergence theorems for strict pseudo-contractions in quniformly smooth Banach spaces. Nonlinear Anal. 70, 3236–3242 (2009)

    Article  MathSciNet  MATH  Google Scholar 

Download references

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

Authors

Corresponding author

Correspondence to Shih-sen Chang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13398-018-0511-2

Keywords

Mathematics Subject Classification

Navigation