Abstract
Fritz John and Karush–Kuhn–Tucker necessary conditions for local efficient solutions of constrained vector equilibrium problems in Banach spaces in which those solutions are regular in the sense of Ioffe via convexificators are established. Under suitable assumptions on generalized convexity, sufficient conditions are derived. Some applications to constrained vector variational inequalities and constrained vector optimization problems are also given.
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References
Daniele, P.: Lagrange multipliers and infinite-dimensional equilibrium problems. J. Glob. Optim. 40, 65–70 (2008)
Giannessi, F., Mastroeni, G., Pellegrini, L.: On the theory of vector optimization and variational inequalities, image space analysis and separation. In: Giannessi, F. (ed.) Vector Variational Inequalities and Vector Equilibria: Mathematical Theories, pp. 153–215. Kluwer, Dordrecht (2000)
Gong, X.H.: Optimality conditions for efficient solution to the vector equilibrium problems with constraints. Taiwan. J. Math. 16, 1453–1473 (2012)
Gong, X.H.: Optimality conditions for vector equilibrium problems. J. Math. Anal. Appl. 342, 1455–1466 (2008)
Gong, X.H.: Scalarization and optimality conditions for vector equilibrium problems. Nonlinear Anal. 73, 3598–3612 (2010)
Luu, D.V., Hang, D.D.: On optimality conditions for vector variational inequalities. J. Math. Anal. Appl. 412, 792–804 (2014)
Luu, D.V., Hang, D.D.: Efficient solutions and optimality conditions for vector equilibrium problems. Math. Methods Oper. Res. 79, 163–177 (2014)
Ma, B.C., Gong, X.H.: Optimality conditions for vector equilibrium problems in normed spaces. Optimization 60, 1441–1455 (2011)
Morgan, J., Romaniello, M.: Scalarization and Kuhn–Tucker-like conditions for weak vector generalized quasivariational inequalities. J. Optim. Theory Appl. 130, 309–316 (2006)
Ward, D.E., Lee, G.M.: On relations between vector optimization problems and vector variational inequalities. J. Optim. Theory Appl. 113, 583–596 (2002)
Yang, X.Q.: Continuous generalized convex functions and their characterizations. Optimization 54, 495–506 (2005)
Demyanov, V.F.: Convexification and concavification of a positively homogeneous function by the same family of linear functions, Universita di Pisa, Report 3, 208, 802 (1994)
Demyanov, V.F., Jeyakumar, V.: Hunting for a smaller convex subdifferential. J. Glob. Optim. 10, 305–326 (1997)
Jeyakumar, V., Luc, D.T.: Nonsmooth calculus, minimality, and monotonicity of convexificators. J. Optim. Theory Appl. 101, 599–621 (1999)
Jeyakumar, V., Luc, D.T.: Approximate Jacobian matrices for continuous maps and \(C^1\)-optimization. SIAM J. Control Optim. 36, 1815–1832 (1998)
Clarke, F.H.: Optimization and Nonsmooth Analysis. Wiley Interscience, New York (1983)
Michel, P., Penot, J.-P.: Calcul sous-différentiel pour des fonctions lipschitziennes et nonlipschitziennes. C. R. Math. Acad. Sci. 12, 269–272 (1984)
Mordukhovich, B.S., Shao, Y.: On nonconvex subdifferential calculus in Banach spaces. J. Convex Anal. 2, 211–228 (1995)
Luu, D.V.: Convexificators and necessary conditions for efficiency. Optimization 63, 321–335 (2014)
Luu, D.V.: Necessary and sufficient conditions for efficiency via convexificators. J. Optim. Theory Appl. 160, 510–526 (2014)
Golestani, M., Nobakhtian, S.: Convexificators and strong Kuhn–Tucker conditions. Comp. Math. Appl. 64, 550–557 (2012)
Ioffe, A.D.: Necessary and sufficient conditions for a local minimum. 1: a reduction theorem and first order conditions. SIAM J. Control Optim. 17, 245–250 (1979)
Acknowledgments
The author is grateful to the referees for their valuable comments and suggestions which improve the paper. This research is funded by Vietnam National Foundation for Science and Technology Development (NAFOSTED) under Grant No. 101.01-2014.61.
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Van Luu, D. Optimality Condition for Local Efficient Solutions of Vector Equilibrium Problems via Convexificators and Applications. J Optim Theory Appl 171, 643–665 (2016). https://doi.org/10.1007/s10957-015-0815-8
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DOI: https://doi.org/10.1007/s10957-015-0815-8
Keywords
- Vector equilibrium problems
- Vector variational inequalities
- Vector optimization problems
- Regular points in the sense of Ioffe
- Fritz John and Karush–Kuhn–Tucker optimality conditions
- Convexificators
Mathematics Subject Classification
- 90C46
- 91B50
- 49J52