Abstract
Second-order necessary optimality conditions are established under a regularity assumption for a problem of minimizing a functiong over the solution set of an inclusion system 0 ∈F(x), x ∈ M, whereF is a set-valued map between finite-dimensional spaces andM is a given subset. The proof of the main result of the paper is based on the theory of infinite systems of linear inequalities.
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References
Aubin JP, Ekeland I (1984) Applied Nonlinear Analysis. Wiley-Interscience, New York
Ben-Tal A (1980) Second-order and related extremality conditions in Nonlinear Programming. J Optim Theory Appl 31: 143–165
Ben-Tal A, Teboulle M, Zowe J (1978) Second-order necessary optimality conditions for semiinfinite programming problems. In: Semi-Infinite Programming. Lecture Notes in Control and Information Sciences, Vol 15, ed. by Hettich R. Springer-Verlag, Berlin, pp 17–30
Ben-Tal A, Zowe J (1982) A unified theory of first- and second-order conditions for extremum problems in topological vector spaces. Math Programming Stud 19: 167–199
Ben-Tal A, Zowe J (1982) Necessary and sufficient optimality conditions for a class of non-smooth minimizing problems. Math Programming 24: 70–91
Ben-Tal A, Zowe J (1985) Second-order optimality conditions for theL 1-minimization problem. Appl Math Optim 13: 59–78
Černikov SN (1968) Linear Inequalities. Nauka, Moscow
Clarke FH (1976) A new approach to Lagrange multipliers. Math Oper Res 1: 165–174
Demyanov VF, Malozemov VN (1974) Introduction to Minimax. Wiley-Interscience, New York
Edwards RE (1965) Functional Analysis, Theory and Applications. Holt, Rinehart and Winston, New York
Hiriart-Urruty JB, Strodiot JJ, Hien Nguyen V (1984) Generalized Hessian matrix and secondorder conditions for problems withC 11 data. Appl Math Optim 11: 43–56
Huynh The Phung. On the closedness property of set-valued maps (personal communication)
Ioffe AD (1979) Regular points of Lipschitz functions. Trans Amer Math Soc 251: 61–69
Ioffe AD (1983) Second-order conditions in nonlinear non-smooth problems of semi-infinite programming. In: Semi-Infinite Programming and Applications. Lecture Notes in Economics and Mathematical Systems, Vol 215, ed. by Fiacco AV and Kortanek KO. Springer-Verlag, Berlin, pp 262–280
Ky Fan (1956) On systems of linear inequalities. In: Linear Inequalities and Related Systems, ed. by Kuhn HW and Tucker AW. Princeton University Press, Princeton, NJ, pp 99–156
Lempio F, Zowe J (1982) Higher-order optimality conditions. In: Modern Applied Mathematics, Optimization and Operations Research, ed. by Korte B. North-Holland, Amsterdam, pp 148–193
Makarov VL, Rubinov AM (1973) Mathematical Theory of Economical Dynamics and Equilibria. Nauka, Moscow
Messerli EJ, Polak E (1969) On second-order necessary conditions of optimality. SIAM J Control 7: 272–291
Penot JP (1982) On regularity conditions in mathematical programming. Math Programming Stud 19: 167–199
Pham Huu Sach (1978) A support principle for the generalized extremal problem. J Comput Math Math Phys 18: 338–350 (in Russian)
Pham Huu Sach (1986) A surjectivity theorem for set-valued maps. Boll Un Mat Ital C (6) V: 411–436
Pham Huu Sach (1988) Regularity, calmness and support principle. Optimization 19: 13–27
Pham Huu Sach, Pham Huy Dien (1987) The contingent cone to the solution set of an inclusion and optimization problems involving set-valued maps. In: Essays on Nonlinear Analysis and Optimization Problems. Hanoi Institute of Mathematics, Hanoi, pp 43–59
Pham Huy Dien (1985) On the regularity condition for the extremal problems under locally Lipschitz inclusion constraints. Appl Math Optim 13: 151–161
Pham Huy Dien, Pham Huu Sach (1989) Second-order optimality conditions for the extremal problem under inclusion constraints. Appl Math Optim 20: 71–80
Pham Huy Dien, Pham Huu Sach (1989) Further properties of the regularity of inclusion systems. Nonlinear Anal TMA 13: 1251–1267
Pschenichnyi BN (1971) Necessary Conditions for an Extremum. Marcel Dekker, New York
Shapiro A (1985) Second-order derivatives of extremal-value functions and optimality conditions for semi-infinite programs. Math Oper Res 10: 207–219
Zencke P, Hettich R (1987) Directional derivatives for the value function in semi-infinite programming. Math Programming 38: 323–340
Zowe J, Kurcyusz S (1979) Regularity and stability for the mathematical programming in Banach spaces. Appl Math Optim 5: 49–62
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Sach, P.H. Second-order necessary optimality conditions for optimization problems involving set-valued maps. Appl Math Optim 22, 189–209 (1990). https://doi.org/10.1007/BF01447327
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DOI: https://doi.org/10.1007/BF01447327