Links between linear bilevel and mixed 0-1 programming problems

被引:94
作者
Audet, C
Hansen, P
Jaumard, B
Savard, G
机构
[1] ECOLE HAUTES ETUD COMMERCIALES,MONTREAL,PQ,CANADA
[2] GERAD,DEPT MQ,MONTREAL,PQ,CANADA
[3] GERAD,DEPT MATH & GENIE IND,MONTREAL,PQ,CANADA
基金
加拿大自然科学与工程研究理事会;
关键词
bilevel programming; mixed; 0-1; programming; embedded algorithms; branch-and-bound methods;
D O I
10.1023/A:1022645805569
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
收藏
页码:273 / 300
页数:28
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