Abstract
This paper deals with nonsmooth semi-infinite programming problem which in recent years has become an important field of active research in mathematical programming. A semi-infinite programming problem is characterized by an infinite number of inequality constraints. We formulate Wolfe as well as Mond-Weir type duals for the nonsmooth semi-infinite programming problem and establish weak, strong and strict converse duality theorems relating the problem and the dual problems. To the best of our knowledge such results have not been done till now.
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Ansari Q.H., Yao J.C.: On nondifferential and nonconvex vector optimization problems. J. Optim. Theory Appl. 106, 475–488 (2000)
Daldoul M., Baccari A.: An application of matrix computations to classical second-order optimality conditions. Optim. Lett. 3(4), 547–557 (2009)
Canovas M.J., Lopez M.A., Mordukhovich B.S., Parra J.: Variational analysis in semi-infinite and finite programming, I: Stability of linear inequality systems of feasible solutions. SIAM J. Optim. 20, 1504–1526 (2009)
Canovas, M.J., Lopez, M.A., Mordukhovich, B.S., Parra, J.: Variational analysis in semi-infinite and finite programming, II: Necessary optimality conditions (preprint)
Dinh, N., Morukhovich, B.S., Nghia, T.T.A.: Subdifferentials of value functions and optimality conditions for DC and bilevel infinite and semi-infinite programs, Math. Program. Ser B. doi:10.1007/s10107-009-0323-4
Flouda, C.A., Pardalos, P.M. (eds): Encyclopedia of Optimization, 2nd edn. Springer, New York (2009)
Goberna M.A., Lopez M.A.: Linear semi-infinite programming theory: an updated survey. Eur. J. Oper. Res. 143, 390–405 (2002)
Gunzel H., Jogen H.Th., Stein O.: Generalized semi-infinite programming: the symmetric reduction ansatz. Optim. Lett. 2(3), 415–424 (2008)
Hettich R., Kortanek K.O.: Semi-infinite programming: theory, methods and applications. SIAM Rev. 35, 380–429 (1993)
Jeyakumar V.: A note on strong duality in convex semi-definite optimization: necessary and sufficient conditions. Optim. Lett. 2(1), 15–25 (2008)
Kanzi N., Nobakhtian S.: Optimality conditions for non-smooth semi-infinite programming. Optimization 59(5), 717–727 (2010)
Kanzi N., Nobakhtian S.: Nonsmooth semi-infinite programming problems with mixed constraints. J. Math. Anal. Appl. 351, 170–181 (2009)
Lopez M., Still G.: Semi-infinite programming. Eur. J. Oper. Res. 180, 491–518 (2007)
Mishra S.K., Wang S.Y., Lai K.K.: On nonsmooth α-invex functions and vector variational-like inequality. Optim. Lett. 2, 91–98 (2008)
Mond B., Weir T.: Generalized concavity and duality, Generalized Concavity in Optimization and Economics, pp. 263–279. Academic Press, New York (1981)
Shapiro A.: On duality theory of convex semi-infinite programming. Optimization 54, 535–543 (2005)
Shapiro A.: Semi-infinite programming, duality, discretization and optimality condition. Optimization 58(2), 133–161 (2009)
Wang Q.L., Li S.J., Teo K.L.: Higher-order optimality conditions for weakly efficient solutions in nonconvex set-valued optimization. Optim. Lett. 4(3), 425–437 (2010)
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Mishra, S.K., Jaiswal, M. & An, L.T.H. Duality for nonsmooth semi-infinite programming problems. Optim Lett 6, 261–271 (2012). https://doi.org/10.1007/s11590-010-0240-8
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DOI: https://doi.org/10.1007/s11590-010-0240-8