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Valid inequalities for the 0--1 mixed knapsack polytope with upper bounds.

机译:具有上限的0--1混合背包多面体的有效不等式。

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摘要

The polyhedral structure of the convex hull of the 0-1 mixed knapsack polytope defined by a knapsack inequality with continuous and binary variables with upper bounds is investigated. This polytope arises as subpolytope of more general mixed integer problems such as network flow problems, facility location problems, and lot-sizing problems.;Two sets of valid inequalities for the polytope are developed. We derive the first set of valid inequalities by adding a new subset of variables to the flow cover inequalities. We show that, under some conditions, this set is facet defining. Computational results show the effectiveness of these inequalities.;The second set of valid inequality is generated by sequence independent lifting of the flow cover inequalities. We show that computing exact lifting coefficients is NP-hard. As a result, an approximate lifting procedure is developed. We give computational results that show the effectiveness of the valid inequalities and the lifting procedure.
机译:研究了由背包不等式定义的0-1混合背包多面体的凸壳的多面体结构,该背包不等式具有连续变量和具有上限的二元变量。该多面体是更一般的混合整数问题(如网络流量问题,设施位置问题和批量确定问题)的子多面体。;开发了两组有效的不等式。通过将新的变量子集添加到流覆盖不平等中,我们得出了第一组有效不平等。我们表明,在某些条件下,该集合是刻面定义的。计算结果表明了这些不等式的有效性。第二组有效不等式是通过与流向不等式不相关的序列产生的。我们表明,计算精确的提升系数是NP难的。结果,开发了近似的提升程序。我们给出的计算结果表明了有效不等式和提升过程的有效性。

著录项

  • 作者

    Cimren, Emrah.;

  • 作者单位

    The Ohio State University.;

  • 授予单位 The Ohio State University.;
  • 学科 Engineering System Science.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 115 p.
  • 总页数 115
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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