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Proximal point algorithms based on S-iterative technique for nearly asymptotically quasi-nonexpansive mappings and applications

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Abstract

In this paper, we combine the S-iteration process introduced by Agarwal et al. (J. Nonlinear Convex Anal., 8(1), 61–79 2007) with the proximal point algorithm introduced by Rockafellar (SIAM J. Control Optim., 14, 877–898 1976) to propose a new modified proximal point algorithm based on the S-type iteration process for approximating a common element of the set of solutions of convex minimization problems and the set of fixed points of nearly asymptotically quasi-nonexpansive mappings in the framework of CAT(0) spaces and prove the △-convergence of the proposed algorithm for solving common minimization problem and common fixed point problem. Our result generalizes, extends and unifies the corresponding results of Dhompongsa and Panyanak (Comput. Math. Appl., 56, 2572–2579 2008), Khan and Abbas (Comput. Math. Appl., 61, 109–116 2011), Abbas et al. (Math. Comput. Modelling, 55, 1418–1427 2012) and many more.

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References

  1. Kirk, W.A.: Geodesic Geometry and Fixed Point Theory, Seminar of Mathematical Analysis, Malaga, Seville, 2002–2003, Colec. Abierta, vol. 64, pp 195–225. Univ. Sevilla Seer. Publ., Seville (2003)

    Google Scholar 

  2. Kirk, W.A.: Geodesic geometry and fixed point theory II. In: International Conference on Fixed Point Theory and Applications, pp 113–142. Yokohama Publ., Yokohama (2004)

  3. Dhompongsa, S., Kirk, W.A., Sims, B.: Fixed points of uniformly Lipschitzian mappings. Nonlinear Anal. 65(4), 762–772 (2006)

    MathSciNet  MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  5. Abbas, M., Kadelburg, Z., Sahu, D.R.: Fixed point theorems for Lipschitzian type mappings in CAT(0) spaces. Math. Comput. Modelling 55, 1418–1427 (2012)

    MathSciNet  MATH  Google Scholar 

  6. Chang, S.S., Wang, L., Joseph Lee, H.W., Chan, C.K., Yang, L.: Demiclosed principle and △-convergence theorems for total asymptotically nonexpansive mappings in CAT(0) spaces. Appl. Math. Comput. 219, 2611–2617 (2012)

    MathSciNet  MATH  Google Scholar 

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

    MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  9. Kirk, W.A., Panyanak, B.: A concept of convergence in geodesic spaces. Nonlinear Anal. 68(12), 3689–3696 (2008)

    MathSciNet  MATH  Google Scholar 

  10. Picard, É.: Mémoire sur la théorie des é quations aux dérivées partielles et la méthode des approximations successives. J. Math. Pures Appl. 6, 145–210 (1890)

    MATH  Google Scholar 

  11. Mann, W.R.: Mean value methods in iteration. Proc. Amer. Math. Soc. 4, 506–610 (1953)

    MathSciNet  MATH  Google Scholar 

  12. Ishikawa, S.: Fixed points by a new iteration method. Proc. Amer. Math. Soc. 44, 147–150 (1974)

    MathSciNet  MATH  Google Scholar 

  13. Agarwal, R.P., O’Regan, D., Sahu, D.R.: Iterative construction of fixed points of nearly asymptotically nonexpansive mappings. J. Nonlinear Convex Anal. 8(1), 61–79 (2007)

    MathSciNet  MATH  Google Scholar 

  14. Sahu, D.R., Yao, J.C., Singh, V.K., Kumar, S.: Semilocal convergence analysis of S-iteration process of Newton-Kantorovich like in Banach spaces. J. Optim. Theory Appl. 172(1), 102–127 (2016)

    MathSciNet  MATH  Google Scholar 

  15. Pant, R., Shukla, R.: Approximating fixed points of generalized α-nonexpansive mappings in Banach spaces. Numer. Funct. Anal. Optim. 38(2), 248–266 (2017)

    MathSciNet  MATH  Google Scholar 

  16. Suparatulatorn, R., Cholamjiak, W., Suantai, S.: A modified S-iteration process for G-nonexpansive mappings in Banach spaces with graphs. Numer Algor. 77, 479–490 (2018). https://doi.org/10.1007/s11075-017-0324-y

    MathSciNet  MATH  Google Scholar 

  17. Verma, M., Shukla, K.K.: A new accelerated proximal technique for regression with high-dimensional datasets. Knowl. Inf Syst. 53, 423–438 (2017). https://doi.org/10.1007/s10115-017-1047-z

    Google Scholar 

  18. Khan, S.H., Abbas, M.: Strong and △-convergence of some iterative schemes in CAT(0) spaces. Comput. Math. Appl. 61, 109–116 (2011)

    MathSciNet  MATH  Google Scholar 

  19. Saipara, P., Chaipunya, P., Cho, Y.J., Kumam, P.: On strong and △-convergence of modified S-iteration for uniformly continuous total asymptotically nonexpansive mappings in CAT(k) spaces. J. Nonlinear Sci. Appl. 8(1), 965–975 (2015)

    MathSciNet  MATH  Google Scholar 

  20. Atsathi, T., Cholamjiak, P., Kesornprom, S., Prasong, A.: S-iteration process for asymptotic pointwise nonexpansive mappings in complete hyperbolic metric spaces. Commun. Korean Math. Soc. 31(3), 575–583 (2016)

    MathSciNet  MATH  Google Scholar 

  21. Martinet, B.: Réularisation d’inéquations variationnelles par approximations successives (French) Rev. Française Informat. Recherche Opérationnelle 4, 154–158 (1970)

    MATH  Google Scholar 

  22. Marino, G., Xu, H.K.: Convergence of generalized proximal point algorithm. Commun. Pure Appl. Anal. 3, 791–808 (2004)

    MathSciNet  MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  25. Sahu, D.R., Yao, J.C.: The prox-Tikhonov regularization method for the proximal point algorithm in Banach spaces. J Glob. Optim. 51, 641–655 (2011). https://doi.org/10.1007/s10898-011-9647-8

    Article  MathSciNet  MATH  Google Scholar 

  26. Ariza-Ruiz, D., Leustean, L., López, G.: Firmly nonexpansive mappings in classes of geodesic spaces. Trans. Amer. Math Soc. 366, 4299–4322 (2014)

    MathSciNet  MATH  Google Scholar 

  27. 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. 227, 13 (2015)

    MathSciNet  MATH  Google Scholar 

  28. Edelstein, M.: On nonexpansive mappings. Proc. Amer. Math. Soc. 15, 689–695 (1964)

    MathSciNet  MATH  Google Scholar 

  29. Zhang, S.: About fixed point theory for mean nonexpansive mapping in Banach spaces. J. Sichuan Univ. 2, 67–68 (1975)

    Google Scholar 

  30. Tricomi, F.: Un teorema sulla convergenza delle successioni formate delle successive iterate di una funzione di una variabile reale. Giorn. Mat. Battaglini 54, 1–9 (1916)

    MATH  Google Scholar 

  31. Goebel, K., Kirk, W.A.: A fixed point theorem for asymptotically nonexpansive mappings. Proc. Amer. Math. Soc. 35, 171–174 (1972)

    MathSciNet  MATH  Google Scholar 

  32. Qihou, L.: Iterative sequences for asymptotically quasi-nonexpansive mappings. J. Math. Anal. Appl. 259, 1–7 (2001)

    MathSciNet  MATH  Google Scholar 

  33. Sahu, D.R.: Fixed points of demicontinuous nearly Lipschitzian mappings in Banach spaces. Comment Math. Univ. Carolin. 46(4), 653–666 (2005)

    MathSciNet  MATH  Google Scholar 

  34. Sahu, D.R., Yao, J.C.: A generalized hybrid steepest descent method and applications. J. Nonlinear Var. Anal. 1(1), 111–126 (2017)

    MATH  Google Scholar 

  35. Chang, S.S., Yao, J.C., Wang, L., Qin, L.J.: Some convergence theorems involving proximal point and common fixed points for asymptotically nonexpansive mappings in CAT(0) spaces. Fixed Point Theory Appl. 68, 11 (2016)

    MathSciNet  MATH  Google Scholar 

  36. Zhou, J., Cui, Y.: Fixed point theorems for mean nonexpansive mappings in CAT(0) spaces. Numer. Funct. Anal Optim. 36(9), 1224–1238 (2015). https://doi.org/10.1080/01630563.2015.1060614

    Article  MathSciNet  MATH  Google Scholar 

  37. Agarwal, R.P., O’Regan, D., Sahu, D.R.: Fixed Point Theory for Lipschitzian-Type Mappings with Applications, Topological Fixed Point Theory and Its Applications. Springer, New York (2009)

    MATH  Google Scholar 

  38. Ansari, Q.H., Balooee, J., Yao, J.C.: Extended general nonlinear quasi-variational inequalities and projection dynamical systems. Taiwanese J. Math. 7, 1321–1352 (2013)

    MathSciNet  MATH  Google Scholar 

  39. Sahu, D.R., Wong, N.C., Yao, J.C.: A unified hybrid iterative method for solving variational inequalities involving generalized pseudocontractive mappings. SIAM J. Control Optim. 50, 2335–2354 (2012)

    MathSciNet  MATH  Google Scholar 

  40. Sahu, D.R., Ansari, Q.H., Yao, J.C.: Convergence of inexact mann iterations generated by nearly nonexpansive sequences and applications. Numer. Funct. Anal. Optim. 37(10), 1312–1338 (2016)

    MathSciNet  MATH  Google Scholar 

  41. Shahzad, N., Zegeye, H.: Strong convergence of an implicit iteration process for a finite family of generalized asymptotically quasi-nonexpansive maps. Appl. Math. Comput. 189, 1058–1065 (2007)

    MathSciNet  MATH  Google Scholar 

  42. Sahu, D.R.: Applications of the S-iteration process to constrained minimization problems and split feasibility problems. Fixed Point Theory Appl. 12(1), 187–204 (2011)

    MathSciNet  MATH  Google Scholar 

  43. Osilike, M.O., Aniagbosor, S.C.: Weak and strong convergence theorems for fixed points of asymptotically nonexpansive mappings. Math. Comput. Modelling 32, 1181–1191 (2000)

    MathSciNet  MATH  Google Scholar 

  44. Wu, H.C., Cheng, C.Z., Qu, D.N.: Strong convergence theorems for quasi-nonexpansive mappings and maximal monotone operators in Hilbert spaces. J. Inequal. Appl. 318, 12 (2014)

    MathSciNet  MATH  Google Scholar 

  45. Bruhat, F., Tits, J.: Groups réductifs sur un corps local., I. Données radicielles valuées. Inst. Hautes Etudes Sci., Publ. Math. 41, 5–251 (1972)

    MATH  Google Scholar 

  46. Bridson, M., Haefliger, A.: Metric Spaces of Non-Positive Curvature, p 319. Springer, Berlin (1999)

    MATH  Google Scholar 

  47. Dhompongsa, S., Kirk, W.A., Panyanak, B.: Nonexpansive set-valued mappings in metric and Banach spaces. J. Nonlinear Convex Anal. 8, 35–45 (2007)

    MathSciNet  MATH  Google Scholar 

  48. Sahu, D.R., Shi, L., Wong, N.C., Yao, Y.C.: Perturbed iterative methods for a general family of operators: convergence theory and applications. Optimization, 1–37 (2020)

  49. Jost, J.: Convex functionals and generalized harmonic maps into spaces of nonpositive curvature. Comment. Math Helv. 70, 659–673 (1995)

    MathSciNet  MATH  Google Scholar 

  50. Mayer, U.F.: Gradient flows on nonpositively curved metric spaces and harmonic maps. Commun. Anal. Geom. 6, 199–253 (1998)

    MathSciNet  MATH  Google Scholar 

  51. Ambrosio, L., Gigli, N., Savare, G.: Gradient Flows in Metric Spaces and in the Space of Probability Measures. Lectures in Mathematics ETH Zurich, 2nd edn. Basel, Birkhauser (2008)

    MATH  Google Scholar 

  52. Bauschke, H.H., Combettes, P.L.: Convex Analysis and Monotone Operator Theory in Hilbert Spaces. Springer, Berlin (2011)

    MATH  Google Scholar 

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Acknowledgments

The authors would like to thank the editor and referees for useful comments and suggestions.

Funding

The second author is supported by the Council of Scientific and Industrial Research (CSIR), New Delhi, India, through grant 09/013(0584)/2015-EMR-I.

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Correspondence to Shin Min Kang.

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Sahu, D.R., Kumar, A. & Kang, S.M. Proximal point algorithms based on S-iterative technique for nearly asymptotically quasi-nonexpansive mappings and applications. Numer Algor 86, 1561–1590 (2021). https://doi.org/10.1007/s11075-020-00945-2

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