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Extragradient-Proximal Methods for Split Equilibrium and Fixed Point Problems in Hilbert Spaces

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Abstract

In this paper, we propose two new extragradient-proximal algorithms for solving split equilibrium and fixed point problems (SEFPP) in real Hilbert spaces, in which the first equilibrium bifunction is pseudomonotone, the second one is monotone, and the fixed point mappings are nonexpansive. By using the extragradient method incorporated with the proximal point algorithm and cutting techniques, we obtain algorithms for solving (SEFPP). Under certain conditions on parameters, the iteration sequences generated by the proposed algorithms are proved to be weakly and strongly convergent to a solution of (SEFPP). Our results improve and extend the previous results given in the literature.

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References

  1. Anh, P.N.: A hybrid extragradient method extended to fixed point problems and equilibrium problems. Optimization 62, 271–283 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bauschke, H.H., Borwein, J.M.: On projection algorithms for solving convex feasibility problems. SIAM Rev. 38, 367–426 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bigi, G., Castellani, M., Pappalardo, M., Passacantando, M.: Existence and solution methods for equilibria. Eur. J. Oper. Res. 227, 1–11 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  4. Blum, E., Oettli, W.: From optimization and variational inequalities to equilibrium problems. Math. Stud. 63, 123–145 (1994)

    MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  Google Scholar 

  7. 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  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  11. Combettes, P.L., Hirstoaga, A.: Equilibrium programming in Hilbert spaces. J. Nonlinear Convex Anal. 6, 117–136 (2005)

    MathSciNet  MATH  Google Scholar 

  12. Deepho, J., Kumam, W., Kumam, P.: A new hybrid projection algorithm for solving the split generalized equilibrium problems and the system of variational inequality problems. J. Math. Model. Algor. 13, 405–423 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  13. Dinh, B.V., Muu, L.D.: A projection algorithm for solving pseudomonotone equilibrium problems and its application to a class of bilevel equilibria. Optimization 64, 559–575 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  14. Dinh, B.V., Muu, L.D.: On penalty and gap function methods for bilevel equilibrium problems. J. Appl. Math. 2011, 646452 (2011)

    MathSciNet  MATH  Google Scholar 

  15. Facchinei, F., Pang, J.-S.: Finite-Dimensional Variational Inequalities and Complementarity Problems. Springer, New York (2003)

    MATH  Google Scholar 

  16. He, Z.: The split equilibrium problem and its convergence algorithms. J. Inequal. Appl. 2012, 162 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  17. Hieu, D.V., Muu, L.D., Anh, P.K.: Parallel hybrid extragradient methods for pseudomonotone equilibrium problems and nonexpansive mappings. Numer. Algor. 73, 197–217 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  18. Iiduka, H., Yamada, I.: A use of conjugate gradient direction for the convex optimization problem over the fixed point set of a nonexpansive mapping. SIAM J. Optim. 19, 1881–1893 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  19. Iiduka, H., Yamada, I.: A subgradient-type method for the equilibrium problem over the fixed point set and its applications. Optimization 58, 251–261 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  20. Khatibzadeh, H., Mohebbi, V., Ranjbar, S.: Convergence analysis of the proximal point algorithm for pseudo-monotone equilibrium problems. Optim. Methods Softw. 30, 1146–1163 (2015)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  22. Korpelevich, G.M.: An extragradient method for finding saddle points and other problems. Matecon 12, 747–756 (1976)

    MathSciNet  MATH  Google Scholar 

  23. Maingé, P.-E.: A hybrid extragradient-viscosity method for monotone operators and fixed point problems. SIAM J. Control Optim. 47, 1499–1515 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  24. Maingé, P. -E.: Projected subgradient techniques and viscosity methods for optimization with variational inequality constraints. Eur. J. Oper. Res. 205, 501–506 (2010)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  26. Mastroeni, G.: On auxiliary principle for equilibrium problems. In: Daniele, P., Giannessi, F., Maugeri, A (eds.) Equilibrium Problems and Variational Models, pp. 289–298. Kluwer Academic Publishers, Dordrecht (2003)

  27. Moudafi, A.: Split monotone variational inclusions. J. Optim. Theory Appl. 150, 275–283 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  28. Moudafi, A.: The split common fixed-point problem for demicontractive mappings. Inverse Probl. 26, 055007 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  29. Moudafi, A.: Proximal point algorithm extended to equilibrium problems. J. Nat. Geom. 15, 91–100 (1999)

    MathSciNet  MATH  Google Scholar 

  30. Muu, L.D., Quoc, T.D.: Regularization algorithms for solving monotone Ky Fan inequalities with application to a Nash-Cournot equilibrium model. J. Optim. Theory Appl. 142, 185–204 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  31. Muu, L.D., Oettli, W.: Convergence of an adaptive penalty scheme for finding constrained equilibria. Nonlinear Anal. TMA 18, 1159–1166 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  32. Opial, Z.: Weak convergence of the sequence of successive approximations for nonexpansive mappings. Bull. Am. Math. Soc. 73, 591–597 (1967)

    Article  MathSciNet  MATH  Google Scholar 

  33. Tada, A., Takahashi, W.: Weak and strong convergence theorems for nonexpansive mapping and equilibrium problem. J. Optim. Theory Appl. 133, 359–370 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  34. Takahashi, W., Takeuchi, Y., Kubota, R.: Strong convergence theorems by hybrid methods for families of nonexpansive mappings in Hilbert spaces. J. Math. Anal. Appl. 341, 276–286 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  35. Takahashi, S., Takahashi, W.: Viscosity approximation methods for equilibrium problems and fixed point problems in Hilbert space. J. Math. Anal. Appl. 331, 506–515 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  36. Tam, N.N., Yao, J.C., Yen, N.D.: Solution methods for pseudomonotone variational inequalities. J. Optim. Theory Appl. 138, 253–273 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  37. Tran, D.Q., Muu, L.D., Nguyen, V.H.: Extragradient algorithms extended to equilibrium problems. Optimization 57, 749–776 (2008)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgments

The authors would like to thank the referees very much for their constructive comments and suggestions, especially on the presenting and the structure of the early version of their paper which helped them very much in revising the paper. Their thanks would be addressed to Prof. Le Dung Muu and Prof. Pham Ky Anh for the guidance and discussion. The first author is supported in part by NAFOSTED, under the project 101.01-2014-24, and a grant from Le Quy Don Technical University.

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Correspondence to Bui Van Dinh.

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Van Dinh, B., Son, D.X. & Anh, T.V. Extragradient-Proximal Methods for Split Equilibrium and Fixed Point Problems in Hilbert Spaces. Vietnam J. Math. 45, 651–668 (2017). https://doi.org/10.1007/s10013-016-0237-4

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  • DOI: https://doi.org/10.1007/s10013-016-0237-4

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