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Optimality conditions using sum-convex approximations
Authors:H Massam
Institution:(1) Department of Statistics, University of Toronto, Toronto, Canada
Abstract:The purpose of this paper is to give necessary and sufficient conditions of optimality for a general mathematical programming problem, using not a linear approximation to the constraint function but an approximation possessing certain convexity properties. Such approximations are called sum-convex. Theorems of the alternative involving sum-convex functions are also presented as part of the proof.This work is part of the author's PhD Thesis under the supervision of Professor S. Zlobec at McGill University.
Keywords:Mathematical programming  convex approximations  theorems of the alternative  optimality conditions
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