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On Split Fixed Point Problems for Multi-Valued Mappings and Designing a Self-Adaptive Method

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Abstract

Over the past decades, the split inverse problem has been widely studied, and one of the objectives of those researches is to invent some efficient algorithms for approximating solutions. Most of those algorithms depend on the norms of bounded linear operators; however, the calculation of the operator norms is not an easy task in general practice. In this article, we study and investigate the split fixed point problem for multi-valued mappings in Hilbert spaces. We introduce a self-adaptive algorithm without prior knowledge of the operator norm for two demicontractive multi-valued mappings, and establish a strong convergence theorem of the proposed method under some suitable conditions. Our main result in this paper generalizes and improves many results in the literature.

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References

  1. Aoyama, K., Kohsaka, F.: Viscosity approximation process for a sequence of quasinonexpansive mappings. Fixed Point Theory Appl. 2014 (2014) Article no. 17. https://doi.org/10.1186/1687-1812-2014-17

  2. Byrne, C.: Iterative oblique projection onto convex sets and the split feasibility problem. Inverse Probl. 18, 441–453 (2002)

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  4. Berinde, V.: Iterative Approximation of Fixed Points. Lecture Notes in Mathematics, vol. 1912. Springer, Berlin (2007)

    MATH  Google Scholar 

  5. Boikanyo, O.A.: A strongly convergent algorithm for the split common fixed point problem. Appl. Math. Comput. 265, 844–853 (2015)

    MathSciNet  MATH  Google Scholar 

  6. Byrne, C., Censor, Y., Gibali, A., Reich, S.: The split common null point problem. J. Nonlinear Convex Anal. 13, 759–775 (2012)

    MathSciNet  MATH  Google Scholar 

  7. Combettes, P.L.: The convex feasibility problem in image recovery. In: Hawkes, P. (ed.) Advances in Imaging and Electron Physics, vol. 95, pp. 155–270. Academic Press, New York (1996)

    Google Scholar 

  8. Cegielski, A.: Iterative Methods for Fixed Point Problems in Hilbert Spaces. Lecture Notes in Mathematics, vol. 2057. Springer, Berlin (2012)

    MATH  Google Scholar 

  9. Cegielski, A.: General method for solving the split common fixed point problem. J. Optim. Theory Appl. 165, 385–404 (2015)

    Article  MathSciNet  Google Scholar 

  10. Cegielski, A.: Landweber-type operator and its properties. Contemp. Math. 658, 139–148 (2016)

    Article  MathSciNet  Google Scholar 

  11. Cegielski, A.: Application of quasi-nonexpansive operators to an iterative method for variational inequality. SIAM J. Optim. 25, 2165–2181 (2015)

    Article  MathSciNet  Google Scholar 

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

    Article  Google Scholar 

  13. Chidume, C.E., Bello, A.U., Ndambomve, P.: Strong and \(\Delta \)-convergence theorems for common fixed points of a finite family of multivalued demicontractive mappings in CAT(0) spaces. Abstr. Appl. Anal. (2014). https://doi.org/10.1155/2014/805168

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  15. Censor, Y., Elfving, T., Kopf, N., Bortfeld, T.: The multiple-sets split feasibility problem and its applications for inverse problems. Inverse Probl. 21, 2071–2084 (2005)

    Article  MathSciNet  Google Scholar 

  16. Censor, Y., Gibali, A., Reich, S.: Algorithms for the split variational inequality problem. Numer. Algorithms 59, 301–323 (2012)

    Article  MathSciNet  Google Scholar 

  17. Censor, Y., Segal, A.: The split common fixed point problem for directed operators. J. Convex Anal. 16, 587–600 (2009)

    MathSciNet  MATH  Google Scholar 

  18. Cui, H., Wang, F.: Iterative methods for the split common fixed point problem in Hilbert spaces. Fixed Point Theory Appl. (2014). https://doi.org/10.1186/1687-1812-2014-78

    Article  MathSciNet  MATH  Google Scholar 

  19. Eslamian, M., Eskandani, G.Z., Raeisi, M.: Split common null point and common fixed point problems between Banach spaces and Hilbert spaces. Mediterr. J. Math. 14, 119 (2017)

    Article  MathSciNet  Google Scholar 

  20. Hicks, T.L., Kubicek, J.D.: On the Mann iteration process in a Hilbert space. J. Math. Anal. Appl. 59, 498–504 (1977)

    Article  MathSciNet  Google Scholar 

  21. Isiogugu, F.O., Osilike, M.O.: Convergence theorems for new classes of multivalued hemicontractive-type mappings. Fixed Point Theory Appl. (2014). https://doi.org/10.1186/1687-1812-2014-93

    Article  MathSciNet  MATH  Google Scholar 

  22. Jailoka, P., Suantai, S.: Split null point problems and fixed point problems for demicontractive multivalued mappings, Mediterr. J. Math. 15, Article no. 204 (2018)

  23. Jailoka, P., Suantai, S.: The split common fixed point problem for multivalued demicontractive mappings and its applications. Rev. R. Acad. Cienc. Exactas Fís. Nat. Ser. A Math. RACSAM 113, 689–706 (2019)

    Article  MathSciNet  Google Scholar 

  24. Jailoka, P., Suantai, S.: Viscosity approximation methods for split common fixed point problems without prior knowledge of the operator norm. Filomat 34, 761–777 (2020)

    Article  MathSciNet  Google Scholar 

  25. Khamsi, M.A., Kirk, W.A.: An Introduction to Metric Spaces and Fixed Point Theory. Wiley, New York (2001)

    Book  Google Scholar 

  26. Kazmi, K.R., Rizvi, S.H.: Iterative approximation of a common solution of a split equilibrium problem, a variational inequality problem and a fixed point problem. J. Egypt. Math. Soc. 21, 44–51 (2013)

    Article  MathSciNet  Google Scholar 

  27. Kraikaew, R., Saejung, S.: On split common fixed point problems. J. Math. Anal. Appl. 415, 513–524 (2014)

    Article  MathSciNet  Google Scholar 

  28. Landweber, L.: An iteration formula for Fredholm integral equations of the first kind. Am. J. Math. 73, 615–624 (1951)

    Article  MathSciNet  Google Scholar 

  29. Latif, A., Eslamian, M.: Strong convergence and split common fixed point problem for set-valued operators. J. Nonlinear Convex Anal. 17, 967–986 (2016)

    MathSciNet  MATH  Google Scholar 

  30. López, G., Martín-Márquez, V., Wang, F., Xu, H.K.: Solving the split feasibility problem without prior knowledge of matrix norms. Inverse Probl. (2012). https://doi.org/10.1088/0266-5611/28/8/085004

    Article  MathSciNet  MATH  Google Scholar 

  31. Măruşter, Ş: The solution by iteration of nonlinear equations in Hilbert spaces. Proc. Am. Math. Soc. 63, 69–73 (1977)

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  34. Maingé, P.E.: The viscosity approximation process for quasi-nonexpansive mappings in Hilbert spaces. Comput. Math. Appl. 59, 74–79 (2010)

    Article  MathSciNet  Google Scholar 

  35. Moudafi, A.: The split common fixed-point problem for demicontractive mappings. Inverse Probl. 26, 587–600 (2010)

    Article  MathSciNet  Google Scholar 

  36. Moudafi, A.: Viscosity-type algorithms for the split common fixed-point problem. Adv. Nonlinear Var. Inequal. 16, 61–68 (2013)

    MathSciNet  MATH  Google Scholar 

  37. Maingé, P.E.: A viscosity method with no spectral radius requirements for the split common fixed point problem. Eur. J. Oper. Res. 235, 17–27 (2014)

    Article  MathSciNet  Google Scholar 

  38. Qu, B., Xiu, N.: A note on the \(CQ\) algorithm for the split feasibility problem. Inverse Probl. 21, 1655–1665 (2005)

    Article  MathSciNet  Google Scholar 

  39. Shehu, Y.: Further investigation into split common fixed point problem for demicontractive operators. Acta Math. Sinica 32(11), 1357–1376 (2016)

    Article  MathSciNet  Google Scholar 

  40. Shehu, Y., Cholamjiak, P.: Another look at the split common fixed point problem for demicontractive operators. Rev. R. Acad. Cienc. Exactas Fís. Nat. Ser. A Mat. 110, 201–218 (2016)

  41. Suantai, S., Jailoka, P.: A self-adaptive algorithm for split null point problems and fixed point problems for demicontractive multivalued mappings. Acta Appl. Math. 170, 883–901 (2020)

    Article  MathSciNet  Google Scholar 

  42. Thong, D.V.: Viscosity approximation methods for solving fixed-point problems and split common fixed-point problems. J. Fixed Point Theory Appl. 19, 1481–1499 (2017)

    Article  MathSciNet  Google Scholar 

  43. Takahashi, W.: Nonlinear Functional Analysis: Fixed Point Theory and Its Applications. Yokohama Publishers Inc, Yokohama (2000)

    MATH  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  45. Xu, H.K.: Viscosity approximation methods for nonexpansive mappings. J. Math. Anal. Appl. 298, 279–291 (2004)

    Article  MathSciNet  Google Scholar 

  46. Xu, H.K.: Iterative methods for the split feasibility problem in infinite-dimensional Hilbert spaces. Inverse Probl. (2010). https://doi.org/10.1088/0266-5611/26/10/105018

    Article  MathSciNet  MATH  Google Scholar 

  47. Yang, Q.: The relaxed \(CQ\) algorithm for solving the split feasibility problem. Inverse Probl. 20, 1261–1266 (2004)

    Article  MathSciNet  Google Scholar 

  48. Yao, Y., Liou, Y.C., Yao, J.C.: Split common fixed point problem for two quasi-pseudo-contractive operators and its algorithm construction, Fixed Point Theory Appl. 2015 Article no. 127. https://doi.org/10.1186/s13663-015-0376-4

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Acknowledgements

The authors are thankful to the anonymous referee for valuable comments and suggestions to improve the quality of the paper. S. Suantai would like to thank Chiang Mai University for the financial support.

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Correspondence to Suthep Suantai.

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Jailoka, P., Suantai, S. On Split Fixed Point Problems for Multi-Valued Mappings and Designing a Self-Adaptive Method. Results Math 76, 133 (2021). https://doi.org/10.1007/s00025-021-01441-2

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