Abstract
We use asymptotic analysis for studying noncoercive pseudomonotone equilibrium problems and vector equilibrium problems. We introduce suitable notions of asymptotic functions, which provide sufficient conditions for the set of solutions of these problems to be nonempty and compact under quasiconvexity of the objective function. We characterize the efficient and weakly efficient solution set for the nonconvex vector equilibrium problem via scalarization. A sufficient condition for the closedness of the image of a nonempty, closed and convex set via a quasiconvex vector-valued function is given. Finally, applications to the quadratic fractional programming problem are also presented.
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References
Fan, K.: A minimax inequality and applications. In: Shisha, O. (ed.) Inequality III, pp. 103–113. Academic Press, New York (1972)
Brézis, H., Nirenberg, L., Stampacchia, G.: A remark on Ky Fan’s minimax principle. Bolletino della Unione Matematica Italiana 6(4), 293–300 (1972)
Blum, E., Oettli, W.: From optimization and variational inequalities to equilibrium problems. Math. Student 63, 123–145 (1994)
Oettli, W.: A remark on vector-valued equilibria and generalized monotonicity. Acta Math. Vietnam. 22, 213–221 (1997)
Flores-Bazán, F.: Existence theory for finite-dimensional pseudomonotone equilibrium problems. Acta Appl. Math. 77, 249–297 (2003)
Ait Mansour, M., Chbani, Z., Riahi, H.: Recession bifunction and solvability of noncoercive equilibrium problems. Commun. Appl. Anal. 7, 369–377 (2003)
Iusem, A., Kassay, G., Sosa, W.: On certain conditions for the existence of solutions of equilibrium problems. Math. Program. 116, 259–273 (2009)
Aussel, D., Cotrina, J., Iusem, A.: An existence result for quasi-equilibrium problems. J. Convex Anal. 24, 55–66 (2017)
Rockafellar, R.T.: Convex Analysis. Princeton University Press, Princeton (1970)
Rockafellar, R.T., Wets, R.J.-B.: Variational Analysis. Springer, Berlin (1998)
Auslender, A., Teboulle, M.: Asymptotic Cones and Functions in Optimization and Variational Inequalities. Springer, New York (2003)
Amara, C.: Directions de majoration d’une fonction quasiconvexe et applications. Serdica Math. J. 24, 289–306 (1998)
Penot, J.P.: What is quasiconvex analysis? Optimization 47, 35–110 (2000)
Flores-Bazán, F., Flores-Bazán, F., Vera, C.: Maximizing and minimizing quasiconvex functions: related properties, existence and optimality conditions via radial epiderivates. J. Glob. Optim. 63, 99–123 (2015)
Flores-Bazán, F., Hadjisavvas, N., Lara, F., Montenegro, I.: First- and second-order asymptotic analysis with applications in quasiconvex optimization. J. Optim. Theory Appl. 170, 372–393 (2016)
Lara, F., López, R.: Formulas for asymptotic functions via conjugates, directional derivatives and subdifferentials. J. Optim. Theory Appl. 173, 793–811 (2017)
Iusem, A., Lara, F.: The \(q\)-asympotic function in \(c\)-convex analysis. Optimization (2018). https://doi.org/10.1080/02331934.2018.1456540
Lara, F.: Generalized asymptotic functions in nonconvex multiobjective optimization problems. Optimization 66, 1259–1272 (2017)
Attouch, H., Chbani, Z., Moudafi, A.: Recession operators and solvability of variational problems in reflexive Banach spaces. In: Bauchitté, G., et al. (eds.) Calculus of Variations, Homogenization and Continuum Mechanics, pp. 51–67. World Scientific, Singapore (1994)
Deng, S.: Coercivity properties and well-posedness in vector optimization. RAIRO Oper. Res. 37, 195–208 (2003)
Deng, S.: Boundedness and nonemptiness of the efficient solution sets in multiobjective optimization. J. Optim. Theory Appl. 144, 29–42 (2010)
Hadjisavvas, N., Schaible, S.: Quasimonotonicity and pseudomonotonicity in variational inequalities and equilibrium problems. In: Crouzeix, J.P., et al. (eds.) Generalized Convexity, Generalized Monotonicity: Recent Results, pp. 257–275. Kluwer, Dordrech (1998)
Iusem, A., Lara, F.: Second order asympotic functions and applications to quadratic programming. J. Convex Anal. 25, 271–291 (2018)
Cambini, A., Martein, L.: Generalized Convexity and Optimization. Springer, Berlin (2009)
Hadjisavvas, N., Komlosi, S., Schaible, S.: Handbook of Generalized Convexity and Generalized Monotonicity. Springer, Boston (2005)
Giannessi, F.: Vector Variational Inequalities and Vector Equilibria. Mathematical Theories. Kluwer Academic Publishers, Dordrecht (2000)
Ansari, Q.H., Yao, J.C.: Recent Developments in Vector Optimization. Springer, New York (2012)
Jeyakumar, V., Oettli, W., Natividad, M.: A solvability theorem for a class of quasiconvex mappings with applications to optimization. J. Math. Anal. Appl. 179, 537–546 (1993)
Kuroiwa, D.: Convexity for set-valued maps. Appl. Math. Lett. 9, 97–101 (1996)
Sawaragi, Y., Nakayama, H., Tanino, Y.: Theory of Multiobjective Optimization. Academic Press, New York (1985)
Schaible, S.: Fractional programming. In: Horst, R., Pardalos, P. (eds.) Handbook of Global Optimization, pp. 495–608. Kluwer Academic Publishers, Dordrecht (1995)
Acknowledgements
The authors want to express their gratitude to both referees for their criticism and suggestions that helped to improve this paper. The research for the second author was partially supported by Conicyt–Chile under project Fondecyt Postdoctorado 3160205.
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Iusem, A., Lara, F. Optimality Conditions for Vector Equilibrium Problems with Applications. J Optim Theory Appl 180, 187–206 (2019). https://doi.org/10.1007/s10957-018-1321-6
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DOI: https://doi.org/10.1007/s10957-018-1321-6
Keywords
- Asymptotic analysis
- Generalized convexity
- Pseudomonotone operators
- Equilibrium problems
- Vector optimization