2007-02-01
Lattice based extended formulations for integer linear equality systems
Publication
Publication
We study different extended formulations for the set $X = \{x \in Z^n \mid Ax = Ax^0\} in order to tackle the feasibility problem for the set $X^+ = X\cap Z^n_+$. Here the goal is not to find an improved polyhedral relaxation of conv$(X^+)$, but rather to reformulate in such a way that the new variables introduced provide good branching directions, and in certain circumstances permit one to deduce rapidly that the instance is infeasible. For the case that $A$ has one row $a$ we analyze the reformulations in more detail. In particular, we determine the integer width of the extended formulations in the direction of the last coordinate, and derive a lower bound on the Frobenius number of $a$. We also suggest how a decomposition of the vector $a$ can be obtained that will provide a useful extended formulation. Our theoretical results are accompanied by a small computational study.
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CWI | |
CWI. Probability, Networks and Algorithms [PNA] | |
Algorithmic Optimization Discretization | |
Organisation | Networks and Optimization |
Aardal, K., & Wolsey, L. (2007). Lattice based extended formulations for integer linear equality systems. CWI. Probability, Networks and Algorithms [PNA]. CWI. |
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