Skip to main content
Log in

An iterative method with residual vectors for solving the fixed point and the split inclusion problems in Banach spaces

  • Published:
Computational and Applied Mathematics Aims and scope Submit manuscript

Abstract

In this paper, we propose an iterative technique with residual vectors for finding a common element of the set of fixed points of a relatively nonexpansive mapping and the set of solutions of a split inclusion problem (SIP) with a way of selecting the stepsizes without prior knowledge of the operator norm in the framework of p-uniformly convex and uniformly smooth Banach spaces. Then strong convergence of the proposed algorithm to a common element of the above two sets is proved. As applications, we apply our result to find the set of common fixed points of a family of mappings which is also a solution of the SIP. We also give a numerical example and demonstrate the efficiency of the proposed algorithm. The results presented in this paper improve and generalize many recent important results in the literature.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Agarwal RP, O’Regan D, Sahu DR (2009) Fixed point theory for Lipschitzian type mappings with applications. Springer, Berlin

    Google Scholar 

  • Alber YI (1993) Generalized projection operators in Banach spaces: properties and applications. In: Functional differential equations. Proceedings of the Israel seminar ariel, vol 1, pp 1–21

  • Alber YI (1996) Metric and generalized projection operators in Banach spaces: properties and applications. Lect Notes Pure Appl Math 178:15–50

    MathSciNet  Google Scholar 

  • Aleyner A, Censor Y (2005) Best approximation to common fixed points of a semigroup of nonexpansive operator. Nonlinear Convex Anal 6(1):137–151

    MathSciNet  Google Scholar 

  • Aleyner A, Reich S (2005) An explicit construction of sunny nonexpansive retractions in Banach spaces. Fixed Point Theory Appl 3:295–305

    MathSciNet  Google Scholar 

  • Alofi AS, Alsulami SM, Takahashi W (2016) Strongly convergent iterative method for the split common null point problem in Banach spaces. J Nonlinear Convex Anal 17:311–324

    MathSciNet  Google Scholar 

  • Aoyama K, Kimura Y, Takahashi W, Toyoda M (2007) Approximation of common fixed points of a countable family of nonexpansive mappings in a Banach space. Nonlinear Anal Theory Methods Appl 67:2350–2360

    Article  MathSciNet  Google Scholar 

  • Benavides TD, Acedo GL, Xu HK (2002) Construction of sunny nonexpansive retractions in Banach spaces. Bull Austr Math Soc 66(1):9–16

    Article  MathSciNet  Google Scholar 

  • Bonesky T, Kazimierski KS, Maass P, Schöpfer F, Schuster T (2008) Minimization of Tikhonov functionals in Banach spaces. Abstr Appl Anal. https://doi.org/10.1155/2008/192679

  • Bregman LM (1967) The relaxation method for finding the common point of convex sets and its application to the solution of problems in convex programming. USSR Comput Math Math Phys 7:200–217

    Article  MathSciNet  Google Scholar 

  • Browder FE (1965) Fixed-point theorems for noncompact mappings in Hilbert space. Proc Natl Acad Sci USA 53:1272–1276

    Article  MathSciNet  Google Scholar 

  • Butnariu D, Reich S, Zaslavski AJ (2001) Asymptotic behavior of relatively nonexpansive operators in Banach spaces. J Appl Anal 7(2):151–174

    Article  MathSciNet  Google Scholar 

  • Butnariu D, Reich S, Zaslavski AJ (2003) Weak convergence of orbits of nonlinear operators in reflexive Banach spaces. Numer Funct Anal Optim 24:489–508

    Article  MathSciNet  Google Scholar 

  • Byrne C, Censor Y, Gibali A, Reich S (2011) Weak and strong convergence of algorithms for the split common null point problem. J Nonlinear Convx Anal 13:759–775

    Google Scholar 

  • Censor Y, Elfving T (1994) A multiprojection algorithm using Bregman projections in a product space. Numer Algorithms 8:221–239

    Article  MathSciNet  Google Scholar 

  • Censor Y, Lent A (1981) An iterative row-action method for interval convex programming. J Optim Theory Appl 34:321–353

    Article  MathSciNet  Google Scholar 

  • Censor Y, Reich S (1996) Iterations of paracontractions and firmly nonexpansive operators with applications to feasibility and optimization. Optimization 37:323–339

    Article  MathSciNet  Google Scholar 

  • Censor Y, Bortfeld T, Martin B, Trofimov A (2006) A unified approach for inversion problems in intensity-modulated radiation therapy. Phys Med Biol 51:2353–2365

    Article  Google Scholar 

  • Chidume C (2009) Geometric properties of banach spaces and nonlinear iterations. Springer, London, p 2009

    Google Scholar 

  • Cioranescu I (1990) Geometry of Banach spaces, duality mappings and nonlinear problems. Kluwer Academic, Dordrecht

    Book  Google Scholar 

  • Engel KJ, Nagel R (2000) One-parameter semigroups for linear evolution equations. Springer, New York Inc

    Google Scholar 

  • Hanner O (1956) On the uniform convexity of \(L_p\) and \(\ell _p\). Arkiv Mat 3(3):239–244

    Article  MathSciNet  Google Scholar 

  • Jailoka P, Suantai S (2017) Split common fixed point and null point problems for demicontractive operators in Hilbert spaces. Optim Methods Softw. https://doi.org/10.1080/10556788.2017.1359265

  • Kazmi KR, Rizvi H (2014) An iterative method for split variational inclusion problem and fixed point problem for a nonexpansive mapping. Optim Lett 8:1113

    Article  MathSciNet  Google Scholar 

  • Kohsaka F, Takahashi W (2005) Proximal point algorithm with Bregman function in Banach spaces. J Nonlinear Convex Anal 6(3):505–523

    MathSciNet  Google Scholar 

  • Kohsaka F, Takahashi W (2008) Existence and approximation of fixed points of firmly nonexpansive-type mappings in Banach spaces. SIAM J Optim 19(2):824–835

    Article  MathSciNet  Google Scholar 

  • Kuo LW, Sahu DR (2013) Bregman distance and strong convergence of proximal-type algorithms. Abstr Appl Anal. https://doi.org/10.1155/2013/590519

  • Maingé PE (2008) Strong convergence of projected subgradient methods for nonsmooth and nonstrictly convex minimization. Set Valued Anal 16:899–912

    Article  MathSciNet  Google Scholar 

  • Matsushita S, Takahashi W (2005) A strong convergence theorem for relatively nonexpansive mappings in a Banach space. J Approx Theory 134:257–266

    Article  MathSciNet  Google Scholar 

  • Moudafi A (2011) Split monotone variational inclusions. J Optim Theory Appl 150(2):275–283

    Article  MathSciNet  Google Scholar 

  • Moudafi A, Thakur BS (2014) Solving proximal split feasibility problems without prior knowledge of operator norms. Optim Lett 8:2099–2110

    Article  MathSciNet  Google Scholar 

  • Ogbuisi FU, Mewomo OT (2017) Iterative solution of split variational inclusion problem in a real Banach spaces. Afr Mat 28:295–309

    Article  MathSciNet  Google Scholar 

  • Reich S (1979) Constructive techniques for accretive and monotone operators. Appl Nonlinear Anal. Academic Press, New York, pp 335–345

    Google Scholar 

  • Reich S (1981) On the asymptotic behavior of nonlinear semigroups and the range of accretive operators. J Math Anal Appl 79(1):113–126

    Article  MathSciNet  Google Scholar 

  • Reich S (1992) Review of geometry of Banach spaces, duality mappings and nonlinear problems by Ioana Cioranescu. Kluwer Academic Publishers, Dordrecht. 1990 Bull Amer Math Soc 26:367–370

  • Reich S (1996) A weak convergence theorem for the alternating method with Bregman distance. Theory and applications of nonlinear operators of accretive and monotone type. Marcel Dekker, New York. Lecture Notes Pure Appl Math 313–318

  • Reich S, Sabach S (2010) Two strong convergence theorems for a proximal methods in reflexive Banach spaces. Numer Funct Anal Optim 31(1):22–44

    Article  MathSciNet  Google Scholar 

  • Schöpfer F, Schuster T, Louis AK (2008) An iterative regularization method for the solution of the split feasibility problem in Banach spaces. Inverse Probl. https://doi.org/10.1088/0266-5611/24/5/055008

  • Sitthithakerngkiet K, Deepho J, Martinez-Moreno J, Kumam P (2018) Convergence analysis of a general iterative algorithm for finding a common solution of split variational inclusion and optimization problems. Numer Algorithms. https://doi.org/10.1007/s11075-017-0462-2

  • Shehu Y, Iyiola OS, Enyi CD (2016) An iterative algorithm for solving split feasibility problems and fixed point problems in Banach spaces. Numer Algorithms 72:835

    Article  MathSciNet  Google Scholar 

  • Suantai S, Cho YJ, Cholamjiak P (2012) Halpern’s iteration for Bregman strongly nonexpansive mappings in reflexive Banach spaces. Comput Math Appl 64:489–499

    Article  MathSciNet  Google Scholar 

  • Suantai S, Shehu Y, Cholamjiak P (2018) Nonlinear iterative methods for solving the split common null point problem in Banach spaces. Optim Methods Softw. https://doi.org/10.1080/10556788.2018.1472257

  • Takahashi W (2000) Convex analysis and approximation of fixed points. Yokohama Publishers, Yokohama (Japanese)

    Google Scholar 

  • Takahashi W (2015) The split common null point problem in Banach spaces. Arch Math 104:357–365

    Article  MathSciNet  Google Scholar 

  • Takahashi W (2017) The split common null point problem for generalized resolvents in two Banach spaces. Numer Algorithms 75:1065–1078

    Article  MathSciNet  Google Scholar 

  • Takahashi S, Takahashi W (2016) The split common null point problem and the shrinking projection method in Banach spaces. Optimization 65:281–287

    Article  MathSciNet  Google Scholar 

  • Takahashi W, Yao JC (2015) Strong convergence theorems by hybrid methods for the split common null point problem in Banach spaces. Fixed Point Theory Appl 2015:87

    Article  MathSciNet  Google Scholar 

  • Xu HK (1991) Inequalities in Banach spaces with applications. Nonlinear Anal Theory Methods Appl 16:1127–1138

    Article  MathSciNet  Google Scholar 

  • Xu ZB, Roach GF (1991) Characteristic inequalities of uniformly convex and uniformly smooth Banach spaces. J Math Anal Appl 157(1):189–210

    Article  MathSciNet  Google Scholar 

  • Zeidler E (1984) Nonlinear functional analysis, vol 3. Springer, New York

    Google Scholar 

Download references

Acknowledgements

P. Cholamjiak was supported by the Thailand Research Fund and University of Phayao under Grant RSA6180084. S. Suantai was partially supported by Chiang Mai University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Pongsakorn Sunthrayuth.

Additional information

Communicated by Héctor Ramírez.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cholamjiak, P., Suantai, S. & Sunthrayuth, P. An iterative method with residual vectors for solving the fixed point and the split inclusion problems in Banach spaces. Comp. Appl. Math. 38, 12 (2019). https://doi.org/10.1007/s40314-019-0766-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40314-019-0766-z

Keywords

Mathematics Subject Classification

Navigation