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A modified proximal point algorithm for a nearly asymptotically quasi-nonexpansive mapping with an application

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Abstract

In this paper, we introduce a new modified proximal point algorithm based on M-iteration to approximate a common element of the set of solutions of convex minimization problems and the set of fixed points of nearly asymptotically quasi-nonexpansive mapping in CAT(0) space. We also prove the \(\Delta \)-convergence of the proposed algorithm for solving common minimization problem and fixed point problem. We also provide an application and numerical results based on our proposed algorithm.

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References

  • Abbas M, Kadelburg Z, Sahu DR (2012) Fixed point theorems for Lipschitzian type mappings in CAT(0) space. Math Comput Model 55:1418–1427

    Article  MathSciNet  Google Scholar 

  • Agarwal RP, O’Regan D, Sahu DR (2007) Iterative construction of fixed points of nearly asymptotically nonexpansive mappings. J Nonlinear Convex A 8:61–79

    MathSciNet  MATH  Google Scholar 

  • Ambrosio L, Gigli N, Savare G (2008) Gradient flows in metric spaces and in the space of probability measures. Lectures in mathematics, 2nd edn. ETH Zurich, Basel, Birkhauser

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  • Bnouhachem A, Qin X (2020) An inertial proximal Peaceman-Rachford splitting method with SQP regularization for convex programming. J Nonlinear Funct Anal 2020:Article ID 50

  • Brown KS (1989) Buildings. Springer, New York

    Book  Google Scholar 

  • Bridson M (1999) Haefliger, A: metric spaces of non-positive curvature. Springer, Berlin

    Book  Google Scholar 

  • Burago D, Burago Y, Ivanov S (2001) A course in metric geometry. In: Graduate studies in Math. Am. Math. Soc., vol 33, Providence, RI

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

    MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  • Combettes PL, Pesquet JC (2011) Proximal splitting methods in signal processing: fixed-point algorithms for inverse problems in science and engineering. Springer Optim Appl 49:185–212

    MATH  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  • Garodia C, Uddin I (2020) A new iterative method for solving split feasibility problem. J Appl Anal Comput 10(3):986–1004

    MathSciNet  MATH  Google Scholar 

  • Garodia C, Uddin I, Khan SH (2020) Approximating common fixed points by a new faster iteration process. Filomat 34(6):2047–2060

    Article  MathSciNet  Google Scholar 

  • Garodia C, Uddin I, Baleanu D (2021) On constrained minimization, variational inequality and split feasibility problem via new iteration scheme in Banach spaces. Bull Iran Math Soc. https://doi.org/10.1007/s41980-021-00596-6

  • Gromov M (1999) Metric structures for Riemannian and non-Riemannian spaces. In: Progress in mathematics, vol 152, Birkhäuser, Boston

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

    Article  MathSciNet  Google Scholar 

  • Khan MAA, Cholamjiak P (2020) A multi-step approximant for fixed point problem and convex optimization problem in Hadamard spaces. J Fixed Point Theory Appl 22:62. https://doi.org/10.1007/s11784-020-00796-3

    Article  MathSciNet  MATH  Google Scholar 

  • Kirk WA (2003) Geodesic geometry and fixed point theory, seminar of mathematical analysis, Malaga, Seville, 2002–2003, Colec. Abierta, vol 64. Univ. Sevilla Seer. Publ., Seville, pp 195–225

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

    Article  MathSciNet  Google Scholar 

  • Kunrada K, Pholasa N, Cholamjiak P (2019) On convergence and complexity of the modified forward-backward method involving new line searches for convex minimization. Math Meth Appl Sci 42:1352–1362

    Article  Google Scholar 

  • Lim TC (1976) Remarks on some fixed point theorems. Proc Am Math Soc 60:179–182

    Article  MathSciNet  Google Scholar 

  • Martinet B (1970) R\(\acute{e}\)ularisation d’in\(\acute{e}\)quations variationnelles par approximations successives (French). Rev Fran Inf Rech Oper 4:154–158

  • Mayer UF (1998) Gradient flows on nonpositively curved metric spaces and harmonic maps. Commun Anal Geom 6:199–253

    Article  MathSciNet  Google Scholar 

  • Osilike MO, Aniagbosor SC (2000) Weak and strong convergence theorems for fixed points of asymptotically nonexpansive mappings. Math Comput Model. 32:1181–1191

    Article  MathSciNet  Google Scholar 

  • Pakkaranang N, Kumam P, Cho YJ (2018) Proximal point algorithms for solving convex minimization problem and common fixed points problem of asymptotically quasi-nonexpansivemappings in CAT(0) spaces with convergence analysis. Numer Algor 78:827–845

    Article  Google Scholar 

  • Rockafellar RT (1976) Monotone operators and the proximal point algorithm. SIAM J Control Optim 14:877–898

    Article  MathSciNet  Google Scholar 

  • Sahu DR, Babu F, Sharma S (2020a) The S-iterative techniques on Hadamard manifolds and applications. J Appl Numer Optim 2:353–371

    Google Scholar 

  • Sahu DR, Kumar A, Kang SM (2020b) Proximal point algorithms based on S-iterative technique for nearly asymptotically quasi-nonexpansive mappings and applications. Numer Algor. https://doi.org/10.1007/s11075-020-00945-2

  • Schu J (1991) Weak and strong convergence to fixed points of asymptotically nonexpansive mappings. Bull Aust Math Soc 43(1):153–159

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  • Uddin I, Khatoon S, Mlaiki N, Abdeljawad T (2020a) A modified iteration for total asymptotically nonexpansive mappings in Hadamard spaces. AIMS Math 6(5):4758–4770

    Article  MathSciNet  Google Scholar 

  • Uddin I, Khatoon S, Colao V (2020b) approximating fixed points of generalized alpha-reich-suzuki nonexpansive mapping in CAT (0) space. J Nonlinear Convex Anal 21(9):2139–2150

    MathSciNet  MATH  Google Scholar 

  • Ullah K, Arshad M (2018) Numerical reckoning fixed points for Suzuki’s generalized nonexpansive mappings via new oteration process. Filomat 32(1):187–196

    Article  MathSciNet  Google Scholar 

  • Wang X, Ou X, Zhang T, Chen Z (2019) An alternate minimization method beyond positive definite proximal regularization: convergence and complexity. J Nonlinear Var Anal 3:333–355

    MATH  Google Scholar 

Download references

Acknowledgements

The first author is grateful to University Grants Commission, India for providing financial assistance in the form of Junior Research Fellowship. Authors are thankful to the anonymous referees for their critical comments and suggestions.

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The authors have contributed in this work on an equal basis. All authors read and approved the final manuscript.

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Correspondence to Izhar Uddin.

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Communicated by Orizon Pereira Ferreira.

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Khatoon, S., Uddin, I. & Basarir, M. A modified proximal point algorithm for a nearly asymptotically quasi-nonexpansive mapping with an application. Comp. Appl. Math. 40, 250 (2021). https://doi.org/10.1007/s40314-021-01646-9

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  • DOI: https://doi.org/10.1007/s40314-021-01646-9

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