Abstract
The purpose of this paper is to establish some new results on the Levitin–Polyak well-posedness to a class of split hemivariational inequality problems on Hadamard manifolds. We first consider a new class of split hemivariational inequality problems (for short, SHIP) on Hadamard manifolds and introduce the regularized gap functions for these problems. Then, we study the notion of Levitin–Polyak well-posedness by perturbations to SHIP and show the equivalence between the Levitin–Polyak well-posedness by perturbations and the existence of solutions for SHIP under suitable conditions. Furthermore, based on the regularized gap functions for the perturbed SHIP, we establish the criterion for the Levitin–Polyak well-posedness by perturbations for SHIP via the split optimization problems on Hadamard manifolds. Our main results presented in paper are new even in the special case of hemivariational inequality problems.
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References
Anh, L.Q., Hung, N.V.: Levitin–Polyak well-posedness for strong bilevel vector equilibrium problems and applications to traffic network problems with equilibrium constraints. Positivity 22, 1223–1239 (2018)
Ansari, Q.H., Islam, M., Yao, J.C.: Nonsmooth variational inequalities on Hadamard manifolds. Appl. Anal. 99, 340–358 (2020)
Bento, G.C., Ferreira, O.P., Oliveira, P.R.: Proximal point method for a special class of nonconvex functions on Hadamard manifolds. Optimization 64, 289–319 (2015)
Bento, G.C., Ferreira, O.P., Oliveira, P.R.: Proximal point method for vector optimization on Hadamard manifolds. Oper. Res. Lett. 46, 13–18 (2018)
Byne, C.: Iterative oblique projection onto convex sets and the split feasibility problem. Inverse Probl. 18, 441–453 (2002)
Censor, Y., Bortfeld, T., Martin, B., Trofimov, A.: A unified approach for inverse problem in intensity-modulated radiation therapy. Phys. Med. Biol. 51, 2352–2365 (2006)
Censor, Y., Elfving, T.: A multiprojection algorithm using Bregman projections in a product space. Numer. Algorithms 8, 221–239 (1994)
Censor, Y., Gibali, A., Reich, S.: Algorithms for the split variational inequality problem. Numer. Algorithms 59, 301–323 (2012)
Combettes, P.L.: The convex feasibility problem in image recovery. Adv. Imaging Electron. Phys. 95, 155–270 (1996)
Fang, Y.P., Huang, N.J., Yao, J.C.: Well-posedness of mixed variational inequalities, inclusion problems and fixed point problems. J. Glob. Optim. 41, 117–133 (2008)
Fang, Y.P., Huang, N.J., Yao, J.C.: Well-posedness by perturbations of mixed variational inequalities in Banach spaces. Eur. J. Oper. Res. 201, 682–692 (2010)
Ferreira, O.P.: Dini derivative and a characterization for Lipschitz and convex functions on Riemannian manifolds. Nonlinear Anal. 68, 1517–1528 (2008)
Han, Y., Zhang, K., Huang, N.J.: The stability and extended well-posedness of the solution sets for set optimization problems via the Painleve–Kuratowski convergence. Math. Methods Oper. Res. 91, 175–196 (2020)
Hosseini, S., Pouryayevali, M.R.: Generalized gradients and characterization of epi-Lipschitz sets in Riemannian manifolds. Nonlinear Anal. 74, 3884–3895 (2011)
Hu, R., Fang, Y.P.: Characterizations of Levitin–Polyak well-posedness by perturbations for the split variational inequality problem. Optimization 65, 1717–1732 (2016)
Hu, R., Fang, Y.P.: Levitin–Polyak well-posedness by perturbations for the split inverse variational inequality problem. J. Fixed Point Theory Appl. 18, 785–800 (2016)
Hu, R., Fang, Y.P.: Well-posedness of the split inverse variational inequality problem. Bull. Malays. Math. Sc. Soc. 40, 1733–1744 (2017)
Huang, X.X., Yang, X.Q.: Generalized Levitin–Polyak well-posedness in constrained optimization. SIAM J. Optim. 17, 243–258 (2006)
Hung, N.V.: Generalized Levitin–Polyak well-posedness for controlled systems of FMQHI-fuzzy mixed quasi-hemivariational inequalities of Minty type. J. Comput. Appl. Math. 386, 113263 (2021)
Hung, N.V.: LP well-posed controlled systems for bounded quasi-equilibrium problems and their application to traffic networks. J. Comput. Appl. Math. 401, 113792 (2022)
Hung, N.V., Köbis, E., Tam, V.M.: Existence conditions for set-valued vector quasi-equilibrium problems on Hadamard manifolds with variable domination structure and applications. J. Nonlinear Convex Anal. 20, 2597–2612 (2019)
Hung, N.V., Tam, V.M., Dumitru, B.: Regularized gap functions and error bounds for split mixed vector quasivariational inequality problems. Math. Methods Appl. Sci. 43, 4614–4626 (2020)
Hung, N.V., Köbis, M.A., Tam, V.M.: Existence of solutions to set-valued quasi-variational inclusion problems on Hadamard manifolds and applications. J. Nonlinear Convex Anal. 21, 989–1002 (2020)
Hung, N.V., Tam, V.M., Pitea, A.: Global error bounds for mixed quasi-hemivariational inequality problems on Hadamard manifolds. Optimization 69, 2033–2052 (2020)
Hung, N.V., Migórski, S., Tam, V.M., Zeng, S.D.: Gap functions and error bounds for variational–hemivariational inequalities. Acta Appl. Math. 169, 691–709 (2020)
Hung, N.V., Tam, V.M., O’Regan, D.: Mixed vector equilibrium-like problems on Hadamard manifolds: error bound analysis. Appl. Anal. http://doi.org/10.1080/00036811.2021.1992393 (2021)
Hung, N.V., Tam, V.M., Liu, Z., Yao, J.C.: A novel approach to Hölder continuity of a class of parametric variational–hemivariational inequalities. Oper. Res. Lett. 49, 283–289 (2021)
Hung, N.V., Tam, V.M.: Error bound analysis of the D-gap functions for a class of elliptic variational inequalities with applications to frictional contact mechanics. Z. Angew. Math. Phys. 72, 173 (2021)
Hung, N.V., Tam, V.M., O’Regan, D.: Error bound analysis for split weak vector mixed quasi- variational inequality problems in fuzzy environment. Appl. Anal. (2022) onlinefirst
Hung, N.V., Keller, A.A.: Generalized well-posedness for parametric fuzzy generalized multiobjective games. J. Comput. Appl. Math. (2022) Accepted
Lang, S.: Fundamentals of Differential Geometry. Springer, New York (1998)
Levitin, E.S., Polyak, B.T.: Convergence of minimizing sequences in conditional extremum problem. Sov. Math. Dokl. 7, 764–767 (1996)
Li, X.B., Huang, N.J., Ansari, Q.H., Yao, J.C.: Convergence rate of descent method with new inexact line-search on Riemannian manifolds. J. Optim. Theory Appl. 180, 830–854 (2019)
Li, C., López, G., Martín-Márquez, V.: Monotone vector fields and the proximal point algorithm on Hadamard manifolds. J. Lond. Math. Soc. 72, 663–683 (2009)
Li, X.B., Xia, F.Q.: Levitin-Polyak well-posedness of a generalized mixed variational inequality in Banach spaces. Nonlinear Anal. 75, 2139–2153 (2012)
Migórski, S., Ochal, A., Sofonea, M.: Nonlinear Inclusions and Hemivariational Inequalities. Models and Analysis of Contact Problems. Springer, New York (2013)
Németh, S.Z.: Variational inequalities on Hadamard manifolds. Nonlinear Anal. 52, 1491–1498 (2003)
Panagiotopoulos, P.D.: Nonconvex energy functions, hemivariational inequalities and substationarity principles. Acta Mech. 42, 160–183 (1983)
Panagiotopoulos, P.D.: Hemivariational Inequalities. Applications to Mechanics and Engineering. Springer, Berlin (1993)
Rapcsák, T.: Smooth Nonlinear Optimization in \(\mathbb{R} ^n\). Kluwer Academic Publishers, Dordrecht (1997)
Rothaus, O.S.: Domains of positivity. Abh. Math. Sem. Univ. Hamburg 24, 189–235 (1960)
Sakai, T.: Riemannian Geometry, Transl. Math. Monogr. 149. American Mathematical Society, Providence (RI) (1996)
Shu, Q.Y., Sofonea, M., Xiao, Y.B.: Tykhonov well-posedness of split problems. J. Ineq. Appl. 153 (2020)
Tang, G.J., Zhou, L., Huang, N.J.: Existence results for a class of hemivariational inequality problems on Hadamard manifolds. Optimization 65, 1451–1461 (2016)
Tykhonov, A.N.: On the stability of the functional optimization problem. USSR Comput. Math. Math. Phys. 6, 28–33 (1996)
Udriste, C.: Convex Functions and Optimization Methods on Riemannian Manifolds. Kluwer Academic Publishers, Dordrecht (1994)
Virmani, G., Srivastava, M.: Levitin–Polyak well-posedness of constrained inverse quasivariational inequality. Numer. Funct. Anal. Optim. 38, 91–109 (2017)
Wang, J., Li, C., López, G., Yao, J.-C.: Proximal point algorithms on Hadamard manifolds: linear convergence and finite termination. SIAM J. Optim. 26, 2696–2729 (2016)
Wang, J., Wang, X., Li, C., Yao, J.C.: Convergence analysis of gradient algorithms on Riemannian manifolds without curvature constraints and application to Riemannian mass. SIAM J. Optim. 31, 172–199 (2021)
Zolezzi, T.: Well-posedness criteria in optimization with application to the calculus of variations. Nonlinear Anal. 25, 437–453 (1995)
Zolezzi, T.: Extended well-posedness of optimization problems. J. Optim. Theory Appl. 91, 257–266 (1996)
Acknowledgements
The authors are grateful to the anonymous referees for their valuable remarks which improved the results and presentation of this article. This research was supported by Ministry of Education and Training of Vietnam under Grant No. B2021.SPD.03, NNSF of China Grant No. 12071413 and the European Union’s Horizon 2020 Research and Innovation Programme under the Marie Sklodowska-Curie grant agreement No. 823731 CONMECH.
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Communicated by Alexandru Kristály.
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Tam, V.M., Van Hung, N., Liu, Z. et al. Levitin–Polyak Well-Posedness by Perturbations for the Split Hemivariational Inequality Problem on Hadamard Manifolds. J Optim Theory Appl 195, 684–706 (2022). https://doi.org/10.1007/s10957-022-02111-1
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DOI: https://doi.org/10.1007/s10957-022-02111-1
Keywords
- Split hemivariational inequality problem
- Regularized gap function
- Levitin–Polyak well-posedness
- Hadamard manifold