Abstract
In this paper it is shown that every generalized Kuhn-Tucker point of a vector optimization problem involving locally Lipschitz functions is a weakly efficient point if and only if this problem is KT- pseudoinvex in a suitable sense. Under a closedness assumption (in particular, under a regularity condition of the constraint functions) it is pointed out that in this result the notion of generalized Kuhn–Tucker point can be replaced by the usual notion of Kuhn–Tucker point. Some earlier results in (Martin (1985), The essence of invexity, J. Optim. Theory Appl., 47, 65–76. Osuna-Gómez et al., (1999), J. Math. Anal. Appl., 233, 205–220. Osuna-GGómez et al., (1998), J. Optim. Theory Appl., 98, 651–661. Phuong et al., (1995) J. Optim. Theory Appl., 87, 579–594) results are included as special cases of ours. The paper also contains characterizations of HC-invexity and KT- invexity properties which are sufficient conditions for KT- pseudoinvexity property of nonsmooth problems.
Similar content being viewed by others
References
J.P. Aubin (1984) ArticleTitleLipschitz behavior of solutions to convex minimization problems Mathematics of Operations Research 9 87–111
J.M. Borwein J.S. Treiman Q.J. Zhu (1998) ArticleTitleNecessary conditions for constrained optimization problems with semicontinuous and continuous data Transactions of AMS 350 2409–2429 Occurrence Handle10.1090/S0002-9947-98-01984-9
F.H. Clarke (1983) Optimization and Nonsmooth Analysis Wiley New York
B.D. Craven (1986) ArticleTitleNondifferentiable optimization by nonsmooth approximations Optimization 17 3–17
B.D. Craven B.M. Glover (1985) ArticleTitleInvex functions and duality Journal of Australian Mathematical Society, Series A 39 1–20
M.A. Hanson (1981) ArticleTitleOn sufficiency of the Kuhn–Tucker conditions Journal of Mathematical Analysis and Application 80 545–550 Occurrence Handle10.1016/0022-247X(81)90123-2
M.A. Hanson (1999) ArticleTitleInvexity and the Kuhn–Tucker theorem Journal of Mathematical Analysis and Application 236 594–604 Occurrence Handle10.1006/jmaa.1999.6484
M.A. Hanson B. Mond (1987) ArticleTitleNecessary and sufficient conditions in constrained optimization Mathematical Programming 37 51–58
D.H. Martin (1985) ArticleTitleThe essence of invexity Journal of Optimization Theory and Applications 47 65–76 Occurrence Handle10.1007/BF00941316
B.S. Mordukhovich (1988) Approximation Methods in Problems of Optimization and Control Nauka Moscow
R. Osuna-Gómez A. Beato- Moreno A. Rufian- Lizana (1999) ArticleTitleGeneralized convexity in multiobjective programming Journal of Mathematical Analysis and Application 233 205–220 Occurrence Handle10.1006/jmaa.1999.6284
R. Osuna-Gómez A. Rufian- Lizana P. Ruiz-Canalez (1998) ArticleTitleInvex functions and generalized convexity in multiobjective programming Journal of Optimization Theory and Applications 98 651–661 Occurrence Handle10.1023/A:1022628130448
J.P. Penot P.H. Quang (1997) ArticleTitleGeneralized convexity of functions and generalized monotonicity of set-valued maps Journal of Optimization Theory and Applications 92 343–356 Occurrence Handle10.1023/A:1022659230603
T.D. Phuong P.H. Sach N.D. Yen (1995) ArticleTitleStrict lower semicontinuity of the level sets and invexity of a locally Lipschitz function Journal of Optimization Theory and Applications 87 579–594
T.W. Reiland (1990) ArticleTitleNonsmooth invexity Bullettin of the Australian Mathematical Society 42 437–446
R.T. Rockafellar (1970) Convex Analysis Princeton University Press Princeton
P.H. Sach G.M. Lee D.S. Kim (2003) ArticleTitleInfine functions, nonsmooth alternative theorems and vector optimization problems Journal of Global Optimization 27 51–81 Occurrence Handle10.1023/A:1024698418606
J.S. Treiman (1999) ArticleTitleLagrange multipliers for nonconvex generalized gradients with equality, inequality, and set constraints SIAM Journal of Control Optimization 37 1313–1329 Occurrence Handle10.1137/S0363012996306595
Author information
Authors and Affiliations
Corresponding author
Additional information
Mathematics Subject Classifications: 90C29, 26B25
Rights and permissions
About this article
Cite this article
Sach, P.H., Kim, D.S. & Lee, G.M. Generalized Convexity and Nonsmooth Problems of Vector Optimization. J Glob Optim 31, 383–403 (2005). https://doi.org/10.1007/s10898-004-0998-2
Received:
Accepted:
Issue Date:
DOI: https://doi.org/10.1007/s10898-004-0998-2