Lifted cover inequalities for 0–1 integer programs: Complexity

Lifted cover inequalities for 0–1 integer programs: Complexity

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Article ID: iaor2000989
Country: United States
Volume: 11
Issue: 1
Start Page Number: 117
End Page Number: 123
Publication Date: Dec 1999
Journal: INFORMS Journal On Computing
Authors: , ,
Keywords: programming: integer
Abstract:

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-cut algorithm based on LCIs has to evaluate an exponential number of nodes to prove optimality.

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