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Lattice based extended formulations for integer linear equality systems
Authors:Karen Aardal  Laurence A Wolsey
Institution:(1) Centrum voor Wiskunde en Informatica, Postbus 94079, 1090 GB Amsterdam, The Netherlands;(2) Faculteit Wiskunde en Informatica, Technische Universiteit Eindhoven, Postbus 513, 5600 MB Eindhoven, The Netherlands;(3) CORE and INMA Université Catholique de Louvain, 34 Voie du Roman Pays, 1348 Louvain-la-Neuve, Belgium
Abstract:We study different extended formulations for the set $${X = \{{\boldsymbol x}\in \mathbb{Z}^n \mid {\boldsymbol A}{\boldsymbol x} = {\boldsymbol A}{\boldsymbol x}^0\}}$$ with $${{\boldsymbol A} \in \mathbb{Z}^{m \times n}}$$ in order to tackle the feasibility problem for the set $${X \cap \mathbb{Z}^n_+.}$$ Pursuing the work of Aardal, Lenstra et al. using the reformulation $${X=\{{\boldsymbol x} \in \mathbb{Z}^n \mid {\boldsymbol x}-{\boldsymbol x}^0={\boldsymbol Q}{\boldsymbol \lambda},\,{\boldsymbol \lambda} \in \mathbb{Z}^{n-m}\}}$$ , our aim is to derive reformulations of the form $${\{{\boldsymbol x} \in \mathbb{Z}^n \mid {\boldsymbol P}({\boldsymbol x}-{\boldsymbol x}^0)={\boldsymbol T} {\boldsymbol \mu}, {\boldsymbol \mu} \in \mathbb{Z}^s\}}$$ with 0  ≤  sn − m where preferably all the coefficients of P are small compared to the coefficients of A and T. In such cases the new variables μ appear to be good branching directions, and in certain circumstances permit one to deduce rapidly that the instance is infeasible. We give a polynomial time algorithm for identifying such PT if possible, and for the case that A has one row a we analyze the reformulation when s = 1, that is, one μ-variable is introduced. In particular, we determine the integer width of the extended formulations in the direction of the μ-variable, and derive a lower bound on the Frobenius number of a. We conclude with some preliminary tests to see if the reformulations are effective when the number s of additional constraints and variables is limited. This work was partly carried out within the framework of ADONET, a European network in Algorithmic Discrete Optimization, contract no. MRTN-CT-2003-504438. The first author is financed in part by the Dutch BSIK/BRICKS project. The research was carried out in part while the second author visited CWI, Amsterdam with the support of the NWO visitor grant number B 61-556.
Keywords:Integer programming  Lattice basis reduction  Integer width  Frobenius number
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