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A set theoretic approach to lifting procedures for 0, 1 integer programming.

机译:一种针对0、1整数编程的提升程序的理论方法。

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摘要

A new lifting procedure for 0,1 integer programming problems is introduced in which variables are appended to correspond to each logical statement that can be made about the vectors in the feasible region. It is shown that this lifting generalizes the liftings of Sherali and Adams [?] and Lovasz and Schrijver [?], and that its features generalize the features of those liftings. The new larger lifting provides a broader conceptual framework for 0, 1 integer programming that is only incompletely exploited by the techniques based on the older liftings. We suggest several polynomial time algorithms in particular that take advantage of the larger lifting by tailoring their choice of new variables to the structure of the feasible set itself. One notable feature of these algorithms is that for large classes of problems, including the "Set Covering Problem", they produce in polynomial time a linear system of polynomial size each of whose solutions is guaranteed to satisfy all linear constraints on the feasible set whose coefficients are in {lcub}0,1,..., k{rcub}.
机译:引入了一种新的针对0.1整数规划问题的提升程序,其中将变量附加为对应于可以对可行区域中的向量进行的每个逻辑语句。结果表明,这种提升概括了Sherali和Adams [?]以及Lovasz和Schrijver [?]的提升,并且其特征概括了这些提升的特征。新的更大的提升为0、1整数编程提供了更宽泛的概念框架,只有基于较早提升的技术才不能完全利用该框架。我们特别建议了几种多项式时间算法,这些算法通过将新变量的选择调整为可行集本身的结构来利用较大的提升。这些算法的一个显着特征是,对于包括“集合覆盖问题”在内的大类问题,它们在多项式时间内产生一个多项式大小的线性系统,其每个解都保证满足其系数的可行集上的所有线性约束。位于{lcub} 0,1,...,k {rcub}中。

著录项

  • 作者

    Zuckerberg, Mark.;

  • 作者单位

    Columbia University.;

  • 授予单位 Columbia University.;
  • 学科 Operations Research.; Mathematics.
  • 学位 Ph.D.
  • 年度 2004
  • 页码 336 p.
  • 总页数 336
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 运筹学;数学;
  • 关键词

  • 入库时间 2022-08-17 11:44:31

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