Abstract
We consider three distinct mathematical programming problems, where the functions involved are differentiable (or at least continuous) and the feasible set is formed by a not necessarily open set constraint, as well as by usual equality and/or inequality constraints. With reference to the said problems necessary and sufficient first order optimality conditions are discussed; moreover a general dual formulation and some inclusion relations among constraint qualifications of old and new type are considered.
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References
J. Abadie: On the Kuhn-Tucker theorem; in: Non linear programming, J. Abadie ed., Amsterdam, North-Holland, 1967, 19–36.
M. S. Bazaraa, J. J. Goode: Necessary optimality criteria in mathematical programming in the presence of differentiability, J. Math. Anal. Appl. 40, 1972, 609–621.
M. S. Bazaraa, C. M. Shetty: Foundations of Optimization, Springer Verlag, Berlin, 1976.
G. Giorgi, A. Guerraggio, On the notion of tangent cone in mathematical programming, Optimization, 25, 1992, 11–23.
F. J. Gould, J. W. Tolle: A necessary and sufficient qualification for constrained optimization, SIAM J. Appl. Math. 20, 1971, 164–172.
F. J. Gould, J. W. Tolle: Geometry of optimality conditions and constraint qualifications, Math. Programming, 2, 1972, 1–18.
M. Guignard: Generalized Kuhn-Tucker conditions for mathematical programming problems in a Banach space, SIAM J. Control 7, 1969, 232–241.
M. A. Hanson: On sufficiency of the Kuhn-Tucker conditions, J. Math. Anal. Appl., 80, 1981, 545–550.
R. N. Kaul, S. Kaur: Optimality criteria in nonlinear programming involving nonconvex functions, J. Math. Anal. Appl. 105, 1985, 104–112.
O. L. Mangasarian: Nonlinear Programming, McGraw-Hill, New York, 1969.
D. H. Martin, G. G. Watkins: Cores of tangent cones and Clarke’s tangent cone, Mathematics of Oper. Res. 10, 1985, 565–575.
P. Michel, J. P. Penot: Calcul sous-différentiel pour des fonctions Lipschitziennes et non-Lipschitziennes, C. R. Acad. Sciences, Paris, Série I, Mathématique, 298, 1984, 269–272.
J. P. Penot: A characterization of tangential regularity, Nonlinear Anal. Theory, Methods and Appl. 5, 1981, 625–643.
J. S. Treiman: An infinite class of convex tangent cones, J.O.T.A., 68, 1991, 563–581.
C. Ursescu: Tangent sets’ calculus and necessary conditions for extremality, SIAM J. Control Optim. 20, 1982, 563–574.
P. Varaiya: Nonlinear programming in Banach space, SIAM J: Appl. Math. 15, 1967, 284–293.
D. Ward: Convex subcones of the contingent cone in nonsmooth calculus and optimization, Trans. Amer. Math. Soc. 302, 1987, 661–682.
S. Zlobec: Asymptotic Kuhn-Tucker conditions for mathematical programming problems in a Banach space, SIAM J. Control. 8, 1970, 505–512.
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© 1994 Springer-Verlag Berlin Heidelberg
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Giorgi, G., Guerraggio, A. (1994). First order generalized optimality conditions for programming problems with a set constraint. In: Komlósi, S., Rapcsák, T., Schaible, S. (eds) Generalized Convexity. Lecture Notes in Economics and Mathematical Systems, vol 405. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-46802-5_15
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DOI: https://doi.org/10.1007/978-3-642-46802-5_15
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