Abstract
In this paper we introduce a new notion of infine nonsmooth functions and give several characterizations of infineness property. We prove alternative theorems with mixed constraints (i.e., inequality and equality constraints) being described by invex-infine nonsmooth functions. We establish a necessary and sufficient condition for a solution of a vector optimization problem involving mixed constraints to be a properly efficient solution.
Similar content being viewed by others
References
Ben-Israel, A. and Mond, B. (1986), What is invexity?, J. Austral.Math. Soc. Ser. B 28, 1-9.
Brandao, A. J. V., Rojas-Medar, M. A. and Silva, G. N. (2000), Invex nonsmooth alternative theorem and applications, Optimization, 48, 239-253.
Chew, K. L. and Choo, E. U. (1984), Pseudolinearity and efficiency, Math. Programming, 28, 226-239.
Clarke, F. H. (1983), Optimization and Nonsmooth Analysis, Wiley-Interscience, New York.
Clarke, F. H. (1976), A new approach to Lagange multipliers, Math. Oper. Res. 1, 165-174.
Craven, B. D. (1981), Duality for generalized convex fractional programs. In: Schaible, S. and Ziemba,W. T. (eds.), Generalized Concavity in Optimization and Economics, Academic Press, New York, pp. 473-489.
Craven, B. D. (1981), Invex functions and constrained local minimum, Bull. Austral. Math. Soc. 24, 357-366.
Craven, B. D. (1986), Nondifferentiable optimization by nonsmooth approximations, Optimization 17, 3-17.
Craven, B. D. (1989), Nonsmooth multiobjective programming. Numer. Funct. Anal. Optimz. 10, 49-64.
Craven, B. D. (1995), Control and Optimization, Chapman & Hall, London.
Craven, B. D. Global invex and duality in mathematical programming, Asia-Pacific Journal of Operations Research (to appear).
Craven, B. D., Sach, P. H., Yen, N. D. and Phuong, T. D. (1992), A new class of invex multifunctions. In: Giannessi, F. (ed.), Nonsmooth Optimization: Methods and Applications. Gordon and Breach, London, pp. 52-69.
Geoffrion, A. M. (1968), Proper efficiency and the theory of vector maximization, J. Math. Anal. Appl. 22, 618-630.
Hanson, M. A. (1981), On sufficiency of the Kuhn-Tucker conditions, J. Math. Anal. Appl. 80, 545-550.
Hanson, M. A. and Mond, B. (1987), Necessary and sufficient conditions in constrained optimization, Math. Programming 37, 51-58.
Hanson, M. A. (1999), Invexity and the Kuhn-Tucker theorem, J. Math. Anal. Appl. 236, 594-604.
Mangasarian, O. L. (1969), Nonlinear Programming, McGraw-Hill, New York.
Martin, D. H. (1985), The essence of invexity, J. Optim. Th. Appl. 47, 65-76.
Phuong, T. D., Sach, P. H. and Yen, N. D. (1995), Strict lower semicontinuity of the level sets and invexity of a locally Lipschitz function, J. Optim. Th. Appl. 87, 579-594.
Reiland, T. W. (1990), Nonsmooth invexity, Bull. Austral. Math. Soc. 42, 437-446.
Rockafellar, R. T. (1970), Convex Analysis, Princeton University Press, Princeton, NJ.
Sach, P. H. and Craven B. D. (1991), Invexity in multifunction optimization. Numer. Funct. Anal. Optimiz. 12, 383-394.
Sach, P. H. and Craven, B. D. (1991), Invex multifunctions and duality, Numer. Funct. Anal. Optimiz. 12, 575-591.
Sach, P. H., Kim, D. S. and Lee, G. M. Invexity as necessary optimality condition in nonsmooth programs, Preprint 2000/30, Hanoi Institute of Mathematics, Vietnam, (submitted).
Sach, P. H., Kim, D. S. and Lee, G. M. Generalized convexity and nonsmooth problems of vector optimization, Preprint 2000/31, Hanoi Institute of Mathematics, Vietnam, (submitted).
L. A. Tuan, Private communication.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Sach, P.H., Lee, G.M. & Kim, D.S. Infine Functions, Nonsmooth Alternative Theorems and Vector Optimization Problems. Journal of Global Optimization 27, 51–81 (2003). https://doi.org/10.1023/A:1024698418606
Issue Date:
DOI: https://doi.org/10.1023/A:1024698418606