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Disjunctive programming: Properties of the convex hull of feasible points

机译:析取编程:可行点凸包的性质

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In this paper we characterize the convex hull of feasible points for a disjunctive program, a class of problems which subsumes pure and mixed integer programs and many other nonconvex programming problems. Two representations are given for the convex hull of feasible points, each of which provides linear programming equivalents of the disjunctive program. The first one involves a number of new variables proportional to the number of terms in the disjunctive normal form of the logical constraints; the second one involves only the original variables and the facets of the convex hull. Among other results, we give necessary and sufficient conditions for an inequality to define a facet of the convex hull of feasible points. For the class of disjunctive programs that we call facial, we establish a property which makes it possible to obtain the convex hull of points satisfying n disjunctions, in a sequence of n steps, where each step generates the convex hull of points satisfying one disjunction only. 1998 Published by Elsevier Science B.V. All rights reserved. [References: 17]
机译:在本文中,我们描述了析取程序的可行点的凸包,一类包含纯整数和混合整数程序的问题以及许多其他非凸编程问题。对于可行点的凸包,给出了两种表示形式,每种表示形式都提供了分离程序的线性编程等效项。第一个涉及许多新变量,这些新变量与逻辑约束的析取范式中的项数成正比。第二个仅涉及原始变量和凸包的面。除其他结果外,我们为不等式提供了必要和充分的条件,以定义可行点的凸包的小平面。对于我们称为面部的析取程序类,我们建立了一个属性,该属性使得可以按n步序列获得满足n个析取点的凸包,其中每个步骤仅生成满足一个析取点的凸包。 。 1998由Elsevier Science B.V.出版,保留所有权利。 [参考:17]

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