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 language | English |
|---|---|
| Pages (from-to) | 257-271 |
| Number of pages | 15 |
| Journal | Information and Computation |
| Volume | 253 |
| DOIs | |
| Publication status | Published - 1 Apr 2017 |
| Externally published | Yes |
Keywords
- Automata
- Bounded path-width
- First-order logic on graphs
- Integer linear programming
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