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Mixed-Integer Linear Representability, Disjunctions, and Variable Elimination

机译:混合整数线性逗号,剖钉和可变消除

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Jeroslow and Lowe gave an exact geometric characterization of subsets of R~n that are projections of mixed-integer linear sets, a.k.a MILP-representable sets. We give an alternate algebraic characterization by showing that a set is MILP-representable if and only if the set can be described as the intersection of finitely many affine Chvatal inequalities. These inequalities are a modification of a concept introduced by Blair and Jeroslow. This gives a sequential variable elimination scheme that, when applied to the MILP representation of a set, explicitly gives the affine Chvatal inequalities characterizing the set. This is related to the elimination scheme of Wiliams and Williams-Hooker, who describe projections of integer sets using disjunctions of affine Chvatal systems. Our scheme extends their work in two ways. First, we show that disjunctions are unnecessary, by showing how to find the affine Chvatal inequalities that cannot be discovered by the Williams-Hooker scheme. Second, disjunctions of Chvatal systems can give sets that are not projections of mixed-integer linear sets; so the Williams-Hooker approach does not give an exact characterization of MILP representability.
机译:jeroslow和Lowe对R〜N的子集进行了精确的几何表征,其是混合整数线性组,A.K.A MILP代表集的投影。我们通过表明且仅当该设定可以被描述为有限许多仿射岩岩不等式的交叉点来表示备用代数表征。这些不平等是布莱尔和杰罗斯洛引入的概念的修改。这给出了一个顺序变量消除方案,当应用于集合的MILP表示时,明确地给出了表征集合的仿射Chvatal不等式。这与Wiliams和Williams-Hooker的消除方案有关,用于使用仿射Chvatal系统的抗剖视图描述整数集的投影。我们的计划以两种方式扩展了他们的工作。首先,我们表明,通过展示如何找到威廉姆斯 - 妓女方案无法发现的仿射CHVATAL不等式,不需要障碍。其次,Chvatal Systems的剖钉可以给出没有混合整数线性集合的套件;因此,WILLIAMS-HOOKER方法并未对MILP逗号进行了准确表征。

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