Abstract
In this paper, we carry on the analysis (introduced in [4] and developed in [2,7]) of optimality conditions for extremum problems having infinite-dimensional image, in the case of unilateral constraints. This is done by associating to the feasible set a special multifunction. It turns out that the classic Lagrangian multiplier functions can be factorized into a constant term and a variable one; the former is the gradient of a separating hyperplane as introduced in [4,5]; the latter plays the role of selector of the above multifunction. Finally, the need of enlarging the class of Lagrangian multiplier functions is discussed.
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References
Abadie, J. (1967), On the Kuhn-Tucker theorem, Nonlinear Programming, North-Holland, Amsterdam, 19–36.
Giannessi, F. and Uderzo, A. (1998), A multifunction approach to extremum problems having infinite-dimensional image. I: general properties, Proceedings of “Seminario Matematico e Fisico”, Univ. of Modena, Suppl. Vol. XLVI, 771–785.
Giannessi, F. (1984), Theorems of the alternative and optimality conditions, Journal of Optimization Theory and Applications, 42(3), 331–365.
Giannessi, F. (1987), Theorems of the alternative for multifunctions with applications to Optimization: General results, Journal of Optimization Theory and Applications 55(2), 233–256.
Giannessi, F. (1989), Semidifferentiable functions and necessary optimality conditions, Journal of Optimization Theory and Applications, 60(2), 191–241.
Giannessi, F. (1994), General optimality conditions via a separation scheme. In: Algorithms for Continuous Optimization. The state-of-the-art, Spedicato, E. (ed.), Kluwer, Dordrecht.
Giannessi, F., Mastroeni, G. and Uderzo, A. (2002), A multifunction approach to extremum problems having infinite-dimensional image. Necessary conditions for unilateral constraints, Cibernetics and System Analysis (3), 39–51.
Mastroeni, G. and Rapcsak, T. (2000), On convex generalized systems, Journal of Optimization Theory and Applications 104(3), 605–627.
Uderzo, A. (1997), On a generalized differentiability for operators, Rendiconti del Circolo Matematico di Palermo Serie II, Suppl. 48, 205–224.
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Giannessi, F., Mastroeni, G. & Uderzo, A. On necessary conditions for infinite-dimensional extremum problems. Journal of Global Optimization 28, 319–337 (2004). https://doi.org/10.1023/B:JOGO.0000026452.32070.99
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DOI: https://doi.org/10.1023/B:JOGO.0000026452.32070.99