Skip to main content
Log in

Some Existence and Convergence Theorems for Solving a System of Hierarchical Optimization Problems

  • Published:
Computational Mathematics and Modeling Aims and scope Submit manuscript

In this article, we prove the existence and convergence theorems of the solution for a system of hierarchical variational inequality problem in Hilbert spaces. In this paper, we use Maingé’s approach for finding a solution of the system of hierarchical variational inequality problems. Our result in this article improves, extends, and generalizes some well-known corresponding results in the literature.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. G. Stampacchia, “Formes bilineaires coercitives sur les ensembles convexes,” Compt. Rend. Acad. Sci., 258, 4413–4416 (1964).

    MathSciNet  MATH  Google Scholar 

  2. J. L. Lions and G. Stampacchia, “Variational inequalities,” Commun. Pure Appl. Math., 20, 493–519 (1967).

    Article  MathSciNet  MATH  Google Scholar 

  3. F. Liu and M. Z. Nashed, “Regularization of nonlinear ill-posed variational inequalities and convergence rates,” Set-Valued Anal., 6, 313–344 (1998).

    Article  MathSciNet  MATH  Google Scholar 

  4. G. M. Korpelevic, “An extragradient method for finding saddle points and for other problems,” Ekon. Mat. Metody, 12, 747–756 (1976).

    MathSciNet  Google Scholar 

  5. A. N. Iusem and B. F. Svaiter, “A variant of Korpelevichs method for variational inequalities with a new search strategy,” Optimization, 42, 309–321 (1997).

    Article  MathSciNet  MATH  Google Scholar 

  6. E. N. Khobotov, “Modification of the extra-gradient method for solving variational inequalities and certain optimization problems,” USSR Comput. Math. Math. Phys., 27, 120–127 (1989).

    Article  Google Scholar 

  7. M. V. Solodov and B. F. Svaiter, “A new projection method for variational inequality problems,” SIAM J. Control Optim., 37, 765–776 (1999).

    Article  MathSciNet  MATH  Google Scholar 

  8. M. Aslam Noor, “Some developments in general variational inequalities,” Appl. Math. Comput., 152, 199–277 (2004).

    Article  MathSciNet  MATH  Google Scholar 

  9. Y. Yao, Y. C. Liou, and J. C. Yao, “A new hybrid iterative algorithm for fixed-point problems, variational inequality problems and mixed equilibrium problems,” Fixed Point Theory and Applications, Vol. 2008, Article ID 417089, 15 pages (2008).

  10. S. Wang, G. Marino, and F. Wang, “Strong convergence theorems for a generalized equilibrium problem with a relaxed monotone mapping and a countable family of nonexpansive mappings in a Hilbert space,” Fixed Point Theory and Applications, Vol. 2010, Article ID 230304, 22 pages (2010).

  11. F. Cianciaruso, G. Marino, L. Muglia, and Y. Yao, “A hybrid projection algorithm for finding solutions of mixed equilibrium problem and variational inequality problem,” Fixed Point Theory and Applications, 2010 (2009).

  12. J. W. Peng, S. Y. Wu, and J. C. Yao, “A new iterative method for finding common solutions of a system of equilibrium problems fixed-point problems and variational inequalities,” Abstract and Applied Analysis, Vol. 2010, Article ID 428293, 27 pages (2010).

  13. Y. Yao, Y. J. Cho, and Y. C. Liou, “Iterative algorithms for hierarchical fixed points problems and variational inequalities,” Math. Comput. Modell., 52, 1697–1705 (2010).

    Article  MathSciNet  MATH  Google Scholar 

  14. A. Moudafi and P. E. Mainge, “Towards viscosity approximations of hierarchical fixed-point problems,” Fixed Point Theory and Applications, Vol. 2006, Article ID 95453, p. 10 (2006).

  15. H.-K. Xu, “Viscosity method for hierarchical fixed point approach to variational inequalities,” Taiwan. J. Math., 14, No. 2, 463–478 (2010).

    MATH  Google Scholar 

  16. F. Cianciaruso, V. Colao, L. Muglia, and H.-K. Xu, “On an implicit hierarchical fixed point approach to variational inequalities,” Bull. Austr. Math. Soc., 80, No. 1, 117–124 (2009).

    Article  MathSciNet  MATH  Google Scholar 

  17. P. E. Mainge and A. Moudafi, “Strong convergence of an iterative method for hierarchical fixed-point problems,” Pacific J. Optim., 3, No. 3, 529–538 (2007).

  18. A. Moudafi, “Krasnoselski–Mann iteration for hierarchical fixed-point problems,” Inverse Probl., 23, No. 4, 1635–1640 (2007).

    Article  MathSciNet  MATH  Google Scholar 

  19. Y. Yao and Y.-C. Liou, “Weak and strong convergence of Krasnoselski–Mann iteration for hierarchical fixed point problems,” Inverse Probl., 24, No. 1, Article ID 015015, p. 8 (2008).

  20. G. Marino, V. Colao, L. Muglia, and Y. Yao, “Krasnoselski–Mann iteration for hierarchical fixed points and equilibrium problem,” Bull. Aust. Math. Soc., 79, No. 2, 187–200 (2009).

    Article  MathSciNet  MATH  Google Scholar 

  21. P. L. Combettes, “A block-iterative surrogate constraint splitting method for quadratic signal recovery,” IEEE Trans. Signal Process., 51, No. 7, 1771–1782 (2003).

    Article  MathSciNet  Google Scholar 

  22. H. Iiduka, “Fixed point optimization algorithmand its application to power control in CDMA data networks,” Math. Program., 133, Issue 1-2, 227–242 (2012).

  23. K. Slavakis and I. Yamada, “Robust wideband beamforming by the hybrid steepest descent method,” IEEE Trans. Signal Process., 55, No. 9, 4511–4522 (2007).

    Article  MathSciNet  Google Scholar 

  24. S. S. Chang, J. K. Kim, H. W. Lee, and C. K. Chun, “On the hierarchical variational inclusion problems in Hilbert spaces,” Fixed Point Theory Appl., 2013, 2013, 179 (2013).

  25. Y. Li, “Improving Strong Convergence Results for Hierarchical Optimization,” Theor. Math. Appl., 3, No. 2, 1-14 (2013).

    MATH  Google Scholar 

  26. P. E. Maingé, “New approach to solving a system of variational inequalities and hierarchical problems,” J. Optim. Theory Appl., 138, 459–477 (2008).

    Article  MathSciNet  Google Scholar 

  27. R. Kraikaew and S. Saejung, “On Maingés approach for hierarchical optimization problem,” J. Optim. Theory Appl., 154, Issue 1, 71–87 (2012).

  28. G. Kassay, J. Kolumbn, and Z. Ples, “Factorization of Minty and Stampacchia variational inequality systems,” Eur. J. Oper. Res., 143, 377–389 (2002).

    Article  MATH  Google Scholar 

  29. G. Kassay and J. Kolumbn, “System of multi-valued variational inequalities,” Publ. Math. (Debr.), 56, 185–195 (2000).

    MATH  Google Scholar 

  30. R. U. Verma, “Projection methods, algorithms, and a new system of nonlinear variational inequalities,” Comput. Math. Appl., 41, 1025–1031 (2001).

    Article  MathSciNet  MATH  Google Scholar 

  31. S. S. Chang, H.W. Lee, and C. K. Chan, “Algorithms of common solutions for quasi variational inclusion and fixed point problems,” Appl. Math. Mech., 29, 1–11 (2008).

    Article  MathSciNet  Google Scholar 

  32. W. Takahashi, Introduction to Nonlinear and Convex Analysis, Yokohama Publishers, Yokohama (2009).

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

    Article  MathSciNet  MATH  Google Scholar 

  34. W. Takahashi and M. Toyoda, “Weak convergence theorems for nonexpansive mappings and monotone mappings,” J. Optim. Theory Appl., 118, No. 2, 417–428 (2003).

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to P. Kumam.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wairojjana, N., Kumam, P. Some Existence and Convergence Theorems for Solving a System of Hierarchical Optimization Problems. Comput Math Model 27, 228–246 (2016). https://doi.org/10.1007/s10598-016-9317-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10598-016-9317-2

Keywords

Navigation