A Branch-and-cut Algorithm for Integer Bilevel Linear Programs

被引:88
作者
DeNegre, S. T. [1 ]
Ralphs, T. K. [1 ]
机构
[1] Lehigh Univ, Dept Ind & Syst Engn, Bethlehem, PA 18015 USA
来源
OPERATIONS RESEARCH AND CYBER-INFRASTRUCTURE | 2009年
关键词
Bilevel Programming; Integer Programming; Branch and Cut; Valid Inequality; Branch and Bound; NETWORK-INTERDICTION; OPTIMIZATION; DISCRETE; RULES;
D O I
10.1007/978-0-387-88843-9_4
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We describe a rudimentary branch-and-cut algorithm for solving integer bilevel linear programs that extends existing techniques for standard integer linear programs to this very challenging computational setting. The algorithm improves on the branch-and-bound algorithm of Moore and Bard in that it uses cutting plane techniques to produce improved bounds, does not require specialized branching strategies, and can be implemented in a straightforward way using only linear solvers. An implementation built using software components available in the COIN-OR software repository is described and preliminary computational results presented.
引用
收藏
页码:65 / 78
页数:14
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