Links between linear bilevel and mixed 0-1 programming problems

We study links between the linear bilevel and linear mixed 0-1 programming problems. A new reformulation of the linear mixed 0-1 programming problem into a linear bilevel programming one, which does not require the introduction of a large finite constant, is presented. We show that solving a linear...

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Veröffentlicht in:Journal of optimization theory and applications 1997-05, Vol.93 (2), p.273-300
Hauptverfasser: AUDET, C, HANSEN, P, JAUMARD, B, SAVARD, G
Format: Artikel
Sprache:eng
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Zusammenfassung:We study links between the linear bilevel and linear mixed 0-1 programming problems. A new reformulation of the linear mixed 0-1 programming problem into a linear bilevel programming one, which does not require the introduction of a large finite constant, is presented. We show that solving a linear mixed 0-1 problem by a classical branch-and-bound algorithm is equivalent in a strong sense to solving its bilevel reformulation by a bilevel branch-and-bound algorithm. The mixed 0-1 algorithm is embedded in the bilevel algorithm through the aforementioned reformulation; i.e., when applied to any mixed 0-1 instance and its bilevel reformulation, they generate sequences of subproblems which are identical via the reformulation.
ISSN:0022-3239
1573-2878
DOI:10.1023/A:1022645805569