On solving a hard quadratic 3-dimensional assignment problem

Hans Mittelmann, Domenico Salvagnin

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

We address the solution of a very challenging (and previously unsolved) instance of the quadratic 3-dimensional assignment problem, arising in digital wireless communications. The paper describes the techniques developed to solve this instance to optimality, from the choice of an appropriate mixed-integer programming formulation, to cutting planes and symmetry handling. Using these techniques we were able to solve the target instance with moderate computational effort (2.5 million nodes and 1 week of computations on a standard PC).

Original languageEnglish (US)
Pages (from-to)219-234
Number of pages16
JournalMathematical Programming Computation
Volume7
Issue number2
DOIs
StatePublished - Jun 18 2015

Keywords

  • Mixed-integer programming
  • Quadratic assignment
  • Symmetry

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Software

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