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On subgradient duality with strong and weak convex functions

Published online by Cambridge University Press:  09 April 2009

V. Jeyakumar
Affiliation:
Department of Mathematics, University of Melbourne Parkville, Victoria 3052, Australia
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Abstract

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A duality theorem of Wolfe for nonlinear differentiable programs is extended to nondifferentiable programs with strong and weak convex functions, by replacing gradients by local subgradient. A converse duality theorem is also proved.

Type
Research Article
Copyright
Copyright Australian Mathematical Society 1986

References

1Clarke, F. H., A new approach to Lagrange multipliers, Math. Oper. Res. 1 (1976), 165174.CrossRefGoogle Scholar
2Craven, B. D., Mathematical programming and control theory, (Chapman and Hall, London, 1978).CrossRefGoogle Scholar
3Craven, B. D., Non-differentiable Pontryagin principle, Research Report No. 20, (1977), Department of Mathematics, University of Melbourne.Google Scholar
4Craven, B. D. and Mond, B., Lagrange conditions for quasidifferentiable optimization, pp. 177191, IX Intern. Symp. on Math. Prog.Google Scholar
(Budapest, , in Surveys of Mathematical Programming, Vol. 1, Prekopa, A. (ed.), North-Holland, Amsterdam, (1976)).Google Scholar
5Craven, B. D. and Mond, B., On converse duality in nonlinear programming, Operations Res. 19 (1971), 10751078.Google Scholar
6Holmes, R. B., Geometric functional analysis and its applications (Springer-Verlag, 1975).CrossRefGoogle Scholar
7Rockafellar, R. T., Convex analysis (Princeton University Press, Princeton, 1972).Google Scholar
8Schechter, M., A subgradient duality theorem, J. Math. Anal. Appl. 61 (1977), 850855.CrossRefGoogle Scholar
9Schechter, M., More on subgradient duality, J. Math. Anal. Appl. 71 (1979), 251262.CrossRefGoogle Scholar
10Vial, J. P., Strong and weak convexity of sets and functions, Math. Oper. Res. 8 (1983), 231259.CrossRefGoogle Scholar
11Vial, J. P., Strong convexity of sets and functions, J. Math. Econom. 9 (1982), 187205.CrossRefGoogle Scholar
12Wolfe, P., A duality theorem for nonlinear programming, Quart. Appl. Math. 19 (1961), 239244.Google Scholar
13Zowe, J. and Kureyusz, S., Regularity and stability for the mathematical programming problems in Banach spaces, Appl. Math. Optim. 5 (1979), 4962.Google Scholar