Solving satisfiability using inclusion-exclusion

Abstract

Using Maple, we implement a SAT solver based on the principle of inclusion-exclusion and the Bonferroni inequalities. Using randomly generated input, we investigate the performance of our solver as a function of the number of variables and number of clauses. We also test it against Maple's built-in tautology procedure. Finally, we implement the Lov\'asz local lemma with Maple and discuss its applicability to SAT.