Lifted cover inequalities for 0-1 integer programs: Complexity

被引:46
|
作者
Gu, ZH [1 ]
Nemhauser, GL [1 ]
Savelsbergh, MWP [1 ]
机构
[1] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA
关键词
D O I
10.1287/ijoc.11.1.117
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We investigate several complexity issues related to branch-and-cut algorithms for 0-1 integer programming based on lifted-cover inequalities (LCIs). We show that given a fractional point, determining a violated LCI over all minimal covers is NP-hard. The main result is that there exists a class of 0-1 knapsack instances for which any branch-and-out algorithm based on LCls has to evaluate an exponential number of nodes to prove optimality.
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页码:117 / 123
页数:7
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