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On the path-width of integer linear programming

  • Université Paris 7
  • Gran Sasso Science Institute
  • University of Southampton

Research output: Contribution to journalArticlepeer-review

Abstract

We consider the feasibility problem of integer linear programming (ILP). We show that solutions of any ILP instance can be naturally represented by an FO-definable class of graphs. For each solution there may be many graphs representing it. However, one of these graphs is of path-width at most 2n, where n is the number of variables in the instance. Since FO is decidable on graphs of bounded path-width, we obtain an alternative decidability result for ILP. The technique we use underlines a common principle to prove decidability which has previously been employed for automata with auxiliary storage. We also show how this new result links to automata theory and program verification.

Original languageEnglish
Pages (from-to)257-271
Number of pages15
JournalInformation and Computation
Volume253
DOIs
Publication statusPublished - 1 Apr 2017
Externally publishedYes

Keywords

  • Automata
  • Bounded path-width
  • First-order logic on graphs
  • Integer linear programming

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