Second-order optimality and duality in vector optimization over cones
Abstract
In this paper, we introduce the notion of a second-order cone- convex function involving second-order directional derivative. Also, second-order cone-pseudoconvex, second-order cone-quasiconvex and other related functions are defined. Second-order optimality and Mond-Weir type duality results are derived for a vector optimization problem over conesnusing the introduced classes of functions.References
Andreani R., Behling R., Haeser G. and Silva P.J.S., On second-order optimality conditions for nonlinear optimization, To appear (available online), 2014.
Ben-Tal A., Second-order and related extremality conditions in nonlinear programming, J. Optim. Theory Appl., vol. 31, no. 2, pp.143–165, 1980.
Ben-Tal A. and Zowe J., Necessary and sufficient optimality conditions for a class of nonsmooth minimization problems, Math.Program., vol. 24, pp. 70-91, 1982.
Burke J.V., Second order necessary and sufficient conditions for convex composite NDO, Math. Program., vol. 38, pp. 287-302,1987.
Craven B.D., Lagrangian conditions and quasiduality, Bull. of Australian Math. Soc., vol. 9, pp. 181-192, 1987.
Hanson M.A., On sufficiency of the Kuhn-Tucker conditions, J. Math. Anal. Appl., vol. 80, pp. 545-550, 1981.
Ivanov V.I., Second-order Kuhn-Tucker invex constrained problems, J. Glob. Optim., vol. 50, pp. 519-529, 2011.
Ivanov V.I., Second-order invex functions in nonlinear programming, Optimization, vol. 61, no. 5, pp. 489-503, 2012.
Ivanov V.I., Duality in nonlinear programming, Optim. Lett., vol. 7, no. 8, pp. 1643-1658, 2013.
Jeyakumar V., Convexlike alternative theorems and mathematical programming, Optimization, vol. 16, pp. 643-650, 1985.
Kaul R.N. and Kaur S., Optimality criteria in nonlinear programming involving nonconvex functions, J. Math. Anal. Appl., vol. 105,pp. 104-112, 1985.
Kawasaki H., Second-order necessary conditions of the Kuhn-Tucker type under new constraint qualifications, J. Optim. Theory Appl., vol. 57, no. 2, pp. 253-264, 1988.
Khurana S., Symmetric duality in multiobjective programming involving generalized cone-invex functions, European J. Oper. Res., vol. 165, pp. 592-597, 2005.
MishraS.K.andLaiK.K., Second order symmetric duality in multiobjective programming involving generalized cone-invex functions, European J. Oper. Res., vol. 178, pp. 20-26, 2007.
Studniarski, M., Second-order necessary conditions for optimality in nonsmooth nonlinear programming, J. Math. Anal. Appl., vol.154, pp. 303-317, 1991.
Yang, X.Q., On second-order directional derivatives, Nonlinear Analysis, Theory, Methods & Applications, vol. 26, no. 1, pp. 55-66,1996.
Yen, N.D. and Sach, P.H., On locally Lipschitz vector valued invex functions, Bull. of Australian Math. Soc., vol. 47, pp. 259-272,1993.
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