Two-Step MIR Inequalities for Mixed Integer Programs

  • Authors:
  • Sanjeeb Dash;Marcos Goycoolea;Oktay Günlük

  • Affiliations:
  • IBM T. J. Watson Research Center, Yorktown Heights, New York 10598;School of Business, Universidad Adolfo Ibáòez, Peòalolén, 7941169 Santiago, Chile;IBM T. J. Watson Research Center, Yorktown Heights, New York 10598

  • Venue:
  • INFORMS Journal on Computing
  • Year:
  • 2010

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Abstract

Two-step mixed integer rounding (MIR) inequalities are valid inequalities derived from a facet of a simple mixed integer set with three variables and one constraint. In this paper we investigate how to effectively use these inequalities as cutting planes for general mixed integer problems. We study the separation problem for single-constraint sets and show that it can be solved in polynomial time when the resulting inequality is required to be sufficiently different from the associated MIR inequalities. We discuss computational issues and present numerical results based on a number of data sets.