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Duality for nonconvex absolute value programming and a characterization of linear max-min programs
Authors:Amilcar S Gonçalves
Institution:Instituto Gulbenkian de Ciência, Gulbenkian Foundation - CEEA, 2780 Oeiras, Portugal
Abstract:In this paper a dual problem for nonconvex linear programs with absolute value functionals is constructed by means of a max-min problem involving bivalent variables. A relationship between the classical linear max-min problem and a linear program with absolute value functionals is developed. This program is then used to compute the duality gap between some max-min and min-max linear problems.
Keywords:nonconvex programming  max-min problems  nonconvex duality  duality gaps
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