Abstract
In the present paper, we consider the inequality constrained vector problem with continuously Fréchet differentiable objective functions and constraints. We obtain second-order necessary optimality conditions of Karush–Kuhn–Tucker type for weak efficiency. A new second-order constraint qualification of Zangwill type is introduced. It is applied in the optimality conditions. Some connections with other constraint qualifications are established.
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McCormick, G.P.: Second-order conditions for constrained minima. SIAM J. Appl. Math. 15, 641–652 (1967)
Ben-Tal, A.: Second-order and related extremality conditions in nonlinear programming. J. Optim. Theory Appl. 31, 143–165 (1980)
Ben-Tal, A., Zowe, J.: A unified theory of first and second order conditions for extremum problems in topological vector spaces. Math. Program. Study 19, 39–76 (1982)
Kawasaki, H.: Second-order necessary conditions of the Kuhn–Tucker type under new constraint qualification. J. Optim. Theory Appl. 57, 253–264 (1988)
Aghezzaf, B., Hachimi, M.: Second-order optimality conditions in multiobjective optimization problems. J. Optim. Theory Appl. 102, 37–50 (1999)
Hackimi, M., Aghezzaf, B.: New results on second-order optimality conditions in vector optimization problems. J. Optim. Theory Appl. 135, 117–133 (2007)
Penot, J.-P.: Second-order conditions for optimization problems with constraints. SIAM J. Control Optim. 37, 303–318 (1998)
Jimenez, B., Novo, V.: Optimality conditions in differentiable vector optimization via second-order tangent sets. Appl. Math. Optim. 49, 123–144 (2004)
Maciel, M.C., Santos, S.A., Sottosanto, G.N.: On second-order optimality conditions for vector optimization. J. Optim. Theory Appl. 149, 332–351 (2011)
Yang, X.Q.: Second-order conditions in \(\text{ C }^{1,1}\) optimization with applications. Numer. Funct. Anal. Optim. 14, 621–632 (1993)
Maeda, T.: Second-order conditions for efficiency in nonsmooth multiobjective optimization. J. Optim. Theory Appl. 122, 521–538 (2004)
Ginchev, I., Guerraggio, A., Rocca, M.: Second-order conditions in \(\text{ C }^{1,1}\) constrained vector optimization. Math. Program. Ser. B 104, 389–405 (2005)
Ivanov, V.I.: Second- and first-order optimality conditions in vector optimization. Int. J. Inf. Technol. Decis. Mak. 14, 1–21 (2015). doi:10.1142/S0219622014500540. Online Ready
Andreani, R., Echagüe, C.E., Schuverdt, M.L.: Constant rank condition and second-order constraint qualification. J. Optim. Theory Appl. 146, 255–266 (2010)
Ginchev, I., Ivanov, V.I.: Second-order optimality conditions for problems with C\(^{1}\) data. J. Math. Anal. Appl. 340, 646–657 (2008)
Ivanov, V.I.: Optimality conditions for an isolated minimum of order two in C\(^{1}\) constrained optimization. J. Math. Anal. Appl. 356, 30–41 (2009)
Zangwill, W.: Nonlinear Programming: A Unified Approach. Prentice Hall, Englewood Cliff (1969)
Giorgi, G., Guerraggio, A., Thierfelder, J.: Mathematics of Optimization: Smooth and Nonsmooth Case. Elsevier Science, Amsterdam (2004)
Guinard, M.: Generalized Kuhn-Tucker optimality conditions for mathematical programming problems in a Banach space. SIAM J. Control 7, 232–241 (1969)
Ginchev, I., Ivanov, V.I.: Higher-order pseudoconvex functions. In: Konnov, I.V., Luc, D.T., Rubinov, A.M. (eds.) Lecture Notes in Economics and Mathematical Systems, vol. 583, pp. 247–264. Springer, Berlin (2007)
Abadie, J.: On the Kuhn-Tucker theorem. In: Abadie, J. (ed.) Nonlinear Programming, pp. 19–36. Amsterdam, North Holland (1967)
Bazaraa, M.S., Shetty, C.M.: Nonlinear Programming: Theory and Algorithms. Wiley, New York (1979)
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Communicated by Fabian Flores-Bazàn.
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Ivanov, V.I. Second-Order Optimality Conditions for Vector Problems with Continuously Fréchet Differentiable Data and Second-Order Constraint Qualifications. J Optim Theory Appl 166, 777–790 (2015). https://doi.org/10.1007/s10957-015-0718-8
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DOI: https://doi.org/10.1007/s10957-015-0718-8
Keywords
- Vector optimization
- Second-order KKT optimality conditions
- Second-order constraint qualifications
- Nonsmooth optimization
- C1 problems with inequality constraints