Finding the shortest resolution proof of an UNSAT formula

Session date: 15 July 2024

Session host: Konstantin Sidorov

Summary:

For the season finale, I will present my recent research about the proof minimization. Even though SAT solvers are good at finding relatively short proofs, there is little to say about the shortest possible proof of unsatisfiability, which could be helpful to (a) figure out the limits of conventional SAT solvers and (b) collect data on which learned clauses are “helpful” to refute a formula. My goal for this session is to show the intuition of why this is a hard problem, describe our branch-and-bound approach, and, hopefully, showcase some experimental insights.

Relevant papers

  1. Finding the Hardest Formulas for Resolution
    Tomáš Peitl, and Stefan Szeider
    Journal of Artificial Intelligence Research, Sep 2021