Disjunctive cuts for continuous linear bilevel programming |
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Authors: | Charles Audet Jean Haddad Gilles Savard |
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Affiliation: | 1. Départment de Mathématiques et de Génie Industriel – GERAD, école Polytechnique de Montréal, 3000, C?te-Sainte-Catherine, Montréal, QC, Canada, H3T 2A7 2. Département de Mathématiques et de Génie Industriel, école Polytechnique de Montréal, succ. Centre-ville, C.P. 6079, Montréal, QC, Canada, H3C 3A7
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Abstract: | This work shows how disjunctive cuts can be generated for a bilevel linear programming problem (BLP) with continuous variables. First, a brief summary on disjunctive programming and bilevel programming is presented. Then duality theory is used to reformulate BLP as a disjunctive program and, from there, disjunctive programming results are applied to derive valid cuts. These cuts tighten the domain of the linear relaxation of BLP. An example is given to illustrate this idea, and a discussion follows on how these cuts may be incorporated in an algorithm for solving BLP. |
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Keywords: | Linear bilevel programming Disjunctive cuts Global optimization |
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