Abstract
This paper is devoted to solve the following monotone variational inequality of finding \(x^*\in \mathrm{Fix}(T)\) such that
where A is a monotone operator and \(\mathrm{Fix}(T)\) is the set of fixed points of nonexpansive operator T. For this purpose, we construct an implicit algorithm and prove its convergence hierarchical to the solution of above monotone variational inequality.
Similar content being viewed by others
References
Stampacchia, G.: Formes bilineaires coercivites sur les ensembles convexes. C. R. Acad. Sci. Paris. 258, 4413–4416 (1964)
Korpelevich, G.M.: An extragradient method for finding saddle points and for other problems. Ekon. Mat. Metody. 12, 747–756 (1976)
Glowinski, R.: Numerical Methods for Nonlinear Variational Problems. Springer, New York (1984)
Iusem, A.N.: An iterative algorithm for the variational inequality problem. Comput. Appl. Math. 13, 103–114 (1994)
Noor, M.A.: Some development in general variational inequalities. Appl. Math. Comput. 152, 199–277 (2004)
Facchinei, F., Pang, J.S.: Finite-dimensional variational inequalities and complementarity problems. In: Springer Series in Operations Research, vols. I and II. Springer, New York (2003)
Haubruge, S., Nguyen, V.H., Strodiot, J.J.: Convergence analysis and applications of the Glowinski-Le Tallec splitting method for finding a zero of the sum of two maximal monotone operators. J. Optim. Theory Appl. 97, 645–673 (1998)
He, B.S.: A new method for a class of linear variational inequalities. Math. Program. 66, 137–144 (1994)
Iusem, A.N., Svaiter, B.F.: A variant of Korpelevich’s method for variational inequalities with a new search strategy. Optimization 42, 309–321 (1997)
Yao, Y., Noor, M.A., Noor, K.I., Liou, Y.C., Yaqoob, H.: Modified extragradient method for a system of variational inequalities in Banach spaces. Acta Appl. Math. 110, 1211–1224 (2010)
Censor, Y., Gibali, A., Reich, S.: The subgradient extragradient method for solving variational inequalities in Hilbert space. J. Optim. Theory. Appl. 148, 318–335 (2011)
Ceng, L.C., Yao, J.C.: An extragradient-like approximation method for variational inequality problems and fixed point problems. Appl. Math. Comput. 190, 205–215 (2007)
Xu, H.K., Kim, T.H.: Convergence of hybrid steepest-descent methods for variational inequalities. J. Optim. Theory Appl. 119(1), 185–201 (2003)
Yamada, I.: The hybrid steepest descent method for the variational inequality problem over the intersection of fixed point sets of nonexpansive mappings. In: Butnariu, D., Censor, Y., Reich, S. (eds.) Inherently Parallel Algorithm for Feasibility and Optimization, Stud. Comput. Math., vol. 8, pp. 473-504. North-Holland, Amsterdam (2001)
Yamada, I., Ogura, N.: Hybrid steepest descent method for the variational inequality problem over the fixed point set of certain quasi-nonexpansive mappings. Numer. Funct. Anal. Optim. 25, 619–655 (2004)
Moudafi, A., Mainge, P.-E.: Towards viscosity approximations of hierarchical fixed-point problems. Fixed Point Theory Appl. 2006 (2006) (Art. ID 95453)
Mainge, P.-E., Moudafi, A.: Strong convergence of an iterative method for hierarchical fixed-point problems. Pac. J. Optim. 3, 529–538 (2007)
Moudafi, A.: Krasnoselski-Mann iteration for hierarchical fixed-point problems. Inverse Probl. 23, 1635–1640 (2007)
Cianciaruso, F., Marino, G., Muglia, L., Yao, Y.: On a two-step algorithm for hierarchical fixed point problems and variational inequalities. J. Inequal. Appl. 2009 (2009) (Art. ID 208692)
Lu, X., Xu, H.K., Yin, X.: Hybrid methods for a class of monotone variational inequalities. Nonlinear Anal. 71, 1032–1041 (2009)
Yao, Y., Chen, R., Xu, H.K.: Schemes for finding minimum-norm solutions of variational inequalities. Nonlinear Anal. 72, 3447–3456 (2010)
Ceng, L.C., Al-Otaibi, A., Ansari, Q., Latif, A.: Relaxed and composite viscosity methods for variational inequalities, fixed points of nonexpansive mappings and zeros of accretive operators. Fixed Point Theory Appl. 2014 (2014) (Art. No. 29)
Ceng, L.C., Hussain, N., Latif, A., Yao, J.C.: Strong convergence for solving a general system of variational inequalities and fixed point problems in Banach spaces. J. Inequal. Appl. 2013 (2013) (Art. No. 334)
Geobel, K., Kirk, W.A.: Topics in metric fixed point theory. In: Cambridge Studies in Advanced Mathematics, vol. 28. Cambridge University Press, Cambridge (1990)
Chen, R., Su, Y., Xu, H.K.: Regularization and iteration methods for a class of monotone variational inequalities. Taiwan. J. Math. 13(2B), 739–752 (2009)
Deimling, K.: Zero of accretive operators. Manuscr. Math. 13, 365–374 (1974)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Yao, Y., Postolache, M., Liou, YC. et al. Construction algorithms for a class of monotone variational inequalities. Optim Lett 10, 1519–1528 (2016). https://doi.org/10.1007/s11590-015-0954-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11590-015-0954-8