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Two-Term Disjunctions on the Second-Order Cone

机译:二阶锥的两项析取

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摘要

Balas introduced disjunctive cuts in the 1970s for mixed-integer linear programs. Several recent papers have attempted to extend this work to mixed-integer conic programs. In this paper we develop a methodology to derive closed-form expressions for inequalities describing the convex hull of a two-term disjunction applied to the second-order cone. Our approach is based on first characterizing the structure of un-dominated valid linear inequalities for the disjunction and then using conic duality to derive a family of convex, possibly nonlinear, valid inequalities that correspond to these linear inequalities. We identify and study the cases where these valid inequalities can equivalently be expressed in conic quadratic form and where a single inequality from this family is sufficient to describe the convex hull. Our results on two-term disjunctions on the second-order cone generalize related results on split cuts by Modaresi, Kilinc, and Vielma, and by Andersen and Jensen.
机译:Balas在1970年代为混合整数线性程序引入了析取削减。最近的几篇论文试图将这项工作扩展到混合整数圆锥程序。在本文中,我们开发了一种方法来导出不等式的闭式表达式,该不等式描述了应用于二阶圆锥的两项相交的凸包。我们的方法是基于以下特征:首先描述相干的非支配的有效线性不等式的结构,然后使用圆锥对偶性导出与这些线性不等式相对应的凸的(可能是非线性的)有效不等式族。我们确定并研究了以下情况:这些有效不等式可以等效地以二次方圆锥形表示,并且来自该族的单个不等式足以描述凸包。我们在二阶锥上的两项析取的结果推广了Modaresi,Kilinc和Vielma以及Andersen和Jensen在分割割上的相关结果。

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