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Proximal point algorithms for solving convex minimization problem and common fixed points problem of asymptotically quasi-nonexpansive mappings in CAT(0) spaces with convergence analysis

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Abstract

In this paper, we introduce the modified proximal point algorithm for common fixed points of asymptotically quasi-nonexpansive mappings in CAT(0) spaces and also prove some convergence theorems of the proposed algorithm to a common fixed point of asymptotically quasi-nonexpansive mappings and a minimizer of a convex function. The main results in this paper improve and generalize the corresponding results given by some authors. Moreover, we then give numerical examples to illustrate and show efficiency of the proposed algorithm for supporting our main results.

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References

  1. Martinet, B.: Régularisation d’inéuations variationnelles par approximations successives. Rev. Fr. Inform. Rech. Oper. 4, 154–158 (1970)

    MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  3. Khatibzadeh, H., Ranjbar, S.: A variational inequality in complete CAT(0) spaces. J. Fixed Point Theory Appl. 17(3), 557–574 (2015)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  6. Kakavandi, B.A., Amini, M.: Duality and subdifferential for convex functions on complete CAT(0) metric spaces. Nonlinear Anal. Theory Methods Appl. 73(10), 3450–3455 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  7. Bento, G.C., Ferreira, O.P., Oliveira, P.R.: Proximal point method for a special class of nonconvex functions on Hadamard manifolds. Optimization 64(2), 289–319 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  8. Ferreira, O.P., Oliveira, P. R.: Proximal point algorithm on Riemannian manifolds. Optim. 51, 257–270 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  9. Li, C., López, G., Martin-Marquez, V.: Monotone vector fields and the proximal point algorithm on Hadamard manifolds. J. Lond. Math Soc. 79, 663–683 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  10. Papa Quiroz, E.A., Oliveira, P.R.: Proximal point methods for quasiconvex and convex functions with Bregman distances on Hadamard manifolds. J. Convex Anal. 16, 49–69 (2009)

    MathSciNet  MATH  Google Scholar 

  11. Wang, J.H., López, G.: Modified proximal point algorithms on Hadamard manifolds. Optim. 60, 697–708 (2011)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  13. Mann, W.R.: Mean value methods in iteration. Proc. Amer. Math. Soc. 4, 506–510 (1953)

    Article  MathSciNet  MATH  Google Scholar 

  14. Phuengrattana, W., Suantai, S.: On the rate of convergence of Mann, Ishikawa, Noor and SP-iterations for continuous functions on an arbitrary interval. J. Comput. Appl. Math. 235, 3006–3014 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  15. Kitkuan, D., Padcharoen, A.: Strong convergence of a modified SP-iteration process for generalized asymptotically quasi-nonexpansive mappings in CAT(0) spaces. J. Nonlinear Sci. Appl. 9, 2126–2135 (2016)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  17. 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 

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

    Article  MathSciNet  MATH  Google Scholar 

  19. Cheng, 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. 2016, 68 (2016). 11 pages

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  21. Pakkaranang, N., Kumam, P.: Strong and Δ-convergence theorems for asymptotically k-Strictly pseudo-contractive mappings in CAT(0) spaces. Commu. Math. Appl. 7, 189–197 (2016)

    Google Scholar 

  22. Pakkaranang, N., Kumam, P., Cho, Y.J., Saipara, P., Padcharoen, A., Khaofong, C.: Strong convergence of modified viscosity implicit approximation methods for asymptotically nonexpansive mappings in complete CAT(0) spaces. J. Math. Comput. Sci. 17, 345–354 (2017)

    Article  Google Scholar 

  23. Kirk, W.A.: Fixed point theory in CAT(0) spaces and R-trees. Fixed Point Theory Appl. 2004, 309–316 (2004)

    Article  MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  25. Bridon, M.R., Haefliger, A.: Metric Spaces of Non-Positive Curvature, Grundlehren der Mathematischen Wissenchaften, p 319. Springer, Berlin (1999)

    Book  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  27. Nanjaras, B., Panyanak, B.: Demiclosed principle for asymptotically nonexpansive mappings in CAT(0) spaces, Fixed Point Theory Appl. Article ID 268780 14 (2010)

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

    Article  MathSciNet  MATH  Google Scholar 

  29. Ambrosio, L., Gigli, N., Savare, G.: Gradient Flows in Metric Spaces and in the Space of Probability Measures, 2dn. Lectures in Mathematics ETH Zürich. Birkhäuser Verlag, Basel (2008)

    MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  31. Xu, H.K.: An iterative approach to quadratic optimization. J. Optim. Theory Appl. 116, 659–678 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  32. Pakkaranang, N., Sa Ngiamsunthorn, P., Kumam, P., Cho, Y.J.: Convergence theorems of the modified S-type iterative method for (α,β)-generalized hybrid mapping in CAT(0) Spaces. J. Math. Anal. 8, 103–112 (2017)

    MathSciNet  Google Scholar 

  33. Hale, E.T., Yin, W., Zhang, Y.: A fixed-point continuation method for l 1-regularized minimization with applications to compressed sensing. Tech. rep. CAAM TR07-07 (2007)

  34. Combettes, P.L., Pesquet, J.C.: Proximal splitting methods in signal processing. In: Bauschke, H.H., Burachik, R., Combettes, P.L., Elser, V., Luke, D.R., Wolkowicz, H. (eds.) Fixed-Point Algorithms for Inverse Problems in Science and Engineering, vol. 49, pp 185–212. Springer, New York (2011)

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Acknowledgments

The first author would like to thank the Research Professional Development Project Under the Science Achievement Scholarship of Thailand (SAST) for financial support. Furthermore, then project was supported by the Theoretical and Computation Science (TaCS) Center under Computational and Applied Science for Smart Innovation Cluster (CLASSIC), Faculty of Science, KMUTT. Moreover, Poom Kumam was supported by the Thailand Research Fund (TRF) and the King Mongkut’s University of Technology Thonburi (KMUTT) under the TRF Research Scholar Award (Grant No. RSA6080047).

Yeol Je Cho was supported by Basic Science Research Program through the National Research Foundation funded by the Ministry of Science, ICT and Future Planning (2014RIA2AA01002100).

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Pakkaranang, N., Kumam, P. & Cho, Y.J. Proximal point algorithms for solving convex minimization problem and common fixed points problem of asymptotically quasi-nonexpansive mappings in CAT(0) spaces with convergence analysis. Numer Algor 78, 827–845 (2018). https://doi.org/10.1007/s11075-017-0402-1

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