Skip to main content
Log in

Viscosity iterative techniques for approximating a common zero of monotone operators in an Hadamard space

  • Published:
Rendiconti del Circolo Matematico di Palermo Series 2 Aims and scope Submit manuscript

Abstract

The main purpose of this paper is to introduce some viscosity-type proximal point algorithms which comprise of a nonexpansive mapping and a finite sum of resolvents of monotone operators, and prove their strong convergence to a common zero of a finite family of monotone operators which is also a fixed point of a nonexpansive mapping and a unique solution of some variational inequality problems in an Hadamard space. We apply our results to solve a finite family of convex minimization problems, variational inequality problems and convex feasibility problems.

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. Ahmadi Kakavandi, B., Amini, M.: Duality and subdifferential for convex functions on complete CAT(0) metric spaces. Nonlinear Anal. 73, 3450–3455 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  2. Aremu, K.O., Izuchukwu, C., Ugwunnadi, G.C., Mewomo, O.T.: On the proximal point algorithm and demimetric mappings in CAT(0) spaces. Demonstr. Math. 51, 277–294 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bačák, M.: The proximal point algorithm in metric spaces, Israel. J. Math. 194, 689–701 (2013)

    MathSciNet  MATH  Google Scholar 

  4. Bačák, M., Reich, S.: The asymptotic behavior of a class of nonlinear semigroups in Hadamard spaces. J. Fixed Point Theory Appl. 16, 189–202 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  5. Bauschke, H.H., Combettes, P.L.: Convex Analysis and Monotone Operator Theory in Hilbert Spaces. Ser. CMS Books in Mathematics. Springer, Berlin (2011)

    Book  MATH  Google Scholar 

  6. Bot, R.I., Csetnek, E.R.: Penalty schemes with inertial effects for monotone inclusion problems. Optimization 66(6), 965–982 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  7. Berg, I.D., Nikolaev, I.G.: Quasilinearization and curvature of Alexandrov spaces. Geom. Dedicata 133, 195–218 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  8. Bridson, M., Haefliger, A.: Metric Spaces of Nonpositive Curvature. Springer, Berlin (1999)

    Book  MATH  Google Scholar 

  9. Bruck, R.E., Reich, S.: Nonexpansive projections and resolvents of accretive operators in Banach spaces. Houston J. Math. 3, 459–470 (1977)

    MathSciNet  MATH  Google Scholar 

  10. Bruhat, F., Tits, J.: Groupes Réductifs sur un Corp Local. I. Donneés Radicielles Valuées, Institut des Hautes Études Scientifiques 41 (1972)

  11. Byrne, C., Censor, Y., Gibali, A., Reich, S.: Weak and strong convergence of algorithms for the split common null point problem. J. Nonlinear Convex Anal. 13, 759–775 (2012)

    MathSciNet  MATH  Google Scholar 

  12. Chaoha, P., Phon-on, A.: A note on fixed point sets in CAT(0) spaces. J. Math. Anal. Appl. 320(2), 983–987 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  13. Chidume, C.E.: Geometric Properties of Banach Spaces and Nonlinear Iterations. Springer Verlag Series, Lecture Notes in Mathematics, ISBN 978-1-84882-189-7 (2009)

  14. Cholamjiak, P.: The modified proximal point algorithm in CAT(0) spaces. Optim. Lett. 9, 1401–1410 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  15. Cholamjiak, P., Abdou, A.A., Cho, Y.J.: Proximal point algorithms involving fixed points of nonexpansive mappings in CAT(0) spaces. Fixed Point Theory Appl. 2015, 227 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  16. Cholamjiak, P., Cholamjiak, W., Suantai, S.: A modified regularization method for finding zeros of monotone operators in Hilbert spaces. J. Ineq. Appl. 2015, 220 (2015). https://doi.org/10.1186/s13660-015-0739-8

    Article  MathSciNet  MATH  Google Scholar 

  17. Dehghan, H., Rooin, J.: Metric projection and convergence theorems for nonexpansive mappings in Hadamard spaces. (arXiv:1410.1137v1 [math.FA]2014)

  18. Dhompongsa, S., Kirk, W.A., Sims, B.: Fixed points of uniformly Lipschitzian mappings. Nonlinear Anal. 64(4), 762–772 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  19. Dhompongsa, S., Panyanak, B.: On \(\triangle \)-convergence theorems in CAT(0) spaces. Comput. Math. Appl. 56, 2572–2579 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  20. Goebel, K., Reich, S.: Uniform Convexity, Hyperbolic Geometry and Nonexpansive Mappings. Marcel Dekker, New York (1984)

    MATH  Google Scholar 

  21. Izuchukwu, C., Ugwunnadi, G.C., Mewomo, O.T., Khan, A.R., Abbas, M.: Proximal-type algorithms for split minimization problem in p-uniformly convex metric spaces. Numer. Algor. (2018). https://doi.org/10.1007/s11075-018-0633-9

  22. Izuchukwu, C., Aremu, K.O., Mebawondu, A.A., Mewomo, O.T.: A viscosity iterative technique for equilibrium and fixed point problems in a Hadamard space. Appl. Gen. Topol. (to appear) (2019)

  23. Izuchukwu, C., Abass, H.A., Mewomo, O.T.: Viscosity approximation method for solving minimization problem and fixed point problem for nonexpansive multivalued mapping in CAT(0) spaces. Ann. Acad. Rom. Sci. Ser. Math. Appl. (to appear) (2019)

  24. Jolaoso, L.O., Ogbuisi, F.U., Mewomo, O.T.: An iterative method for solving minimization, variational inequality and fixed point problems in reflexive Banach spaces. Adv. Pure Appl. Math. 9(3), 167–184 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  25. Jolaoso, L.O., Oyewole, K.O., Okeke, C.C., Mewomo, O.T.: A unified algorithm for solving split generalized mixed equilibrium problem and fixed point of nonspreading mapping in Hilbert space. Demonstr. Math. 51, 211–232 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  26. Kakavandi, B.A.: Weak topologies in complete CAT(0) metric spaces. Proc. Am. Math. Soc., s 0002-9939 117— 435 (2012)

  27. Kamimura, S., Takahashi, W.: Approximating solutions of maximal monotone operators in Hilbert spaces. J. Approx. Theory 106, 226–240 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  28. Khatibzadeh, H., Ranjbar, S.: Monotone operators and the proximal point algorithm in complete CAT(0) metric spaces. J. Aust. Math Soc. 103(1), 70–90 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  29. Khatibzadeh, H., Ranjbar, S.: A variational inequality in complete CAT(0) spaces. J. Fixed Point Theory Appl. 17, 557–574 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  30. Kirk, W.A., Panyanak, B.: A concept of convergence in geodesic spaces. Nonlinear Anal. 68, 3689–3696 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  31. Li, C., Lopez, G., Martin-Marquez, V.: Monotone vector fields and the proximal point algorithm. J. Lond. Math. Soc 679, 663–683 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  32. Lim, T.C.: Remarks on some fixed point theorems. Proc. Am. Math. Soc. 60, 179–182 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  33. Martinet, B.: Régularisation d’Inéquations Variationnelles par Approximations Successives. Rev. Franćaise dInform. et de Rech. Opérationnelle 3, 154–158 (1970)

    MATH  Google Scholar 

  34. Mewomo, O.T., Ogbuisi, F.U.: Convergence analysis of iterative method for multiple set split feasibility problems in certain Banach spaces. Quaest. Math. 41(1), 129–148 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  35. Nevanlinna, O., Reich, S.: Strong convergence of contraction semigroups and of iterative methods for accretive operators in Banach spaces. Israel J. Math. 32, 44–58 (1979)

    Article  MathSciNet  MATH  Google Scholar 

  36. Ogbuisi, F.U., Mewomo, O.T.: Iterative solution of split variational inclusion problem in real Banach space. Afr. Mat. 28(1–2), 295–309 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  37. Okeke, C.C., Bello, A.U., Izuchukwu, C., Mewomo, O.T.: Split equality for monotone inclusion problem and fixed point problem in real Banach spaces. Aust. J. Math. Anal. Appl. 14(2), 1–20 (2017)

    MathSciNet  MATH  Google Scholar 

  38. Okeke, C.C., Izuchukwu, C.: A strong convergence theorem for monotone inclusion and minimization problems in complete CAT(0) spaces. Optim. Meth. Softw. (2018). https://doi.org/10.1080/10556788.2018.1472259

  39. Ranjbar, S., Khatibzadeh, H.: Strong and \(\Delta \)-convergence to a zero of a monotone operator in CAT(0) spaces Mediterr. J. Math.https://doi.org/10.1007/s00009-017-0885-y

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

    Article  MathSciNet  MATH  Google Scholar 

  41. Ranjbar, S., Khatibzadeh, H.: Convergence and w-convergence of modified Mann iteration for a family of asymptotically nonexpansive type mappings in complete CAT(0) spaces. Fixed Point Theory 17, 151–158 (2016)

    MathSciNet  MATH  Google Scholar 

  42. Reich, S., Salinas, Z.: Weak convergence of infinite products of operators in Hadamard spaces. Rend. Circ. Mat. Palermo 65, 55–71 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  43. Reich, S., Zaslavski, A.J.: Infinite products of resolvents of accretive operators. Topological Methods Nonlinear Anal. 15 (2000)

  44. Reich, S., Shafrir, I.: Nonexpansive iterations in hyperbolic spaces. Nonlinear Anal. 15, 537–558 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  45. Suparatulatorn, R., Cholamjiak, P., Suantai, S.: On solving the minimization problem and the fixed-point problem for nonexpansive mappings in CAT(0) spaces. Optim. Methods Softw. 32, 182–192 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  46. Suzuki, T.: Strong convergence theorems for infinite families of nonexpansive mappings in general Banach spaces. Fixed Point Theory Appl. 1, 103–123 (2005)

    MathSciNet  MATH  Google Scholar 

  47. Tang, J.: Viscosity Approximation Methods for a Family of Nonexpansive Mappings in CAT(0) Spaces. Abstr. Appl. Anal. (2014). Article ID 389804, 9 pages

  48. Wang, J., Li, C., Lopez, G., Yao, J.: Proximal point algorithms on Hadamard manifolds: linear convergence and finite termination. SIAM J. Optim. 26(4), 2696–2729 (2016)

  49. Ugwunnadi, G.C., Izuchukwu, C., Mewomo, O.T.: Strong convergence theorem for monotone inclusion problem in CAT(0) spaces. Afr. Mat. (2018). https://doi.org/10.1007/s13370-018-0633-x

  50. Wangkeeree, R., Preechasilp, P.: Viscosity approximation methods for nonexpansive mappings in CAT(0) spaces. J. Inequal. Appl. 2013, Article ID 93 (2013)

  51. Xu, H.K.: Iterative algorithms for nonlinear operators. J. Lond. Math. Soc. 66(1), 240–256 (2002)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The fourth author acknowledge with thanks the bursary and financial support from Department of Science and Technology and National Research Foundation, Republic of South Africa Center of Excellence in Mathematical and Statistical Sciences (DST-NRF COE-MaSS) Doctoral Bursary. Opinions expressed and conclusions arrived are those of the authors and are not necessarily to be attributed to the CoE-MaSS.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to O. T. Mewomo.

Ethics declarations

Conflicts of interest

The authors declare that they have no competing interests.

Additional information

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

Izuchukwu, C., Mebawondu, A.A., Aremu, K.O. et al. Viscosity iterative techniques for approximating a common zero of monotone operators in an Hadamard space. Rend. Circ. Mat. Palermo, II. Ser 69, 475–495 (2020). https://doi.org/10.1007/s12215-019-00415-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12215-019-00415-2

Keywords

Mathematics Subject Classification

Navigation