Near Optimal Separation Of Tree-Like And General Resolution

We present the best known separation between tree-like and general resolution, improving on the recent exp(n∈) separation of [2]. This is done by constructing a natural family of contradictions, of size n, that have O(n)-size resolution refutations, but only exp(Ω(n/log n))- size tree-like refutations. This result implies that the most commonly used automated theorem procedures, which produce tree-like resolution refutations, will perform badly on some inputs, while other simple procedures, that produce general resolution refutations, will have polynomial run-time on these very same inputs. We show, furthermore that the gap we present is nearly optimal. Specifically, if S (ST) is the minimal size of a (tree-like) refutation, we prove that ST = exp(O(S log log S/log S)).

[1]  Maria Luisa Bonet,et al.  Exponential separations between restricted resolution and cutting planes proof systems , 1998, Proceedings 39th Annual Symposium on Foundations of Computer Science (Cat. No.98CB36280).

[2]  Russell Impagliazzo,et al.  Lower bounds for the polynomial calculus and the Gröbner basis algorithm , 1999, computational complexity.

[3]  Armin Haken,et al.  The Intractability of Resolution , 1985, Theor. Comput. Sci..

[4]  Samuel R. Buss,et al.  Resolution Proofs of Generalized Pigeonhole Principles , 1988, Theor. Comput. Sci..

[5]  Alasdair Urquhart,et al.  Formal Languages]: Mathematical Logic--mechanical theorem proving , 2022 .

[6]  Stephen A. Cook,et al.  An Observation on Time-Storage Trade Off , 1974, J. Comput. Syst. Sci..

[7]  Stephen A. Cook,et al.  The Relative Efficiency of Propositional Proof Systems , 1979, Journal of Symbolic Logic.

[8]  Russell Impagliazzo,et al.  Using the Groebner basis algorithm to find proofs of unsatisfiability , 1996, STOC '96.

[9]  Alasdair Urquhart,et al.  The Complexity of Propositional Proofs , 1995, Bulletin of Symbolic Logic.

[10]  Donald W. Loveland,et al.  A machine program for theorem-proving , 2011, CACM.

[11]  Nathan Linial,et al.  Minimal non-two-colorable hypergraphs and minimal unsatisfiable formulas , 1986, J. Comb. Theory, Ser. A.

[12]  Alexander A. Razborov,et al.  Natural Proofs , 2007 .

[13]  Robert E. Tarjan,et al.  Space bounds for a game on graphs , 1976, STOC '76.

[14]  G. S. Tseitin On the Complexity of Derivation in Propositional Calculus , 1983 .

[15]  Eli Ben-Sasson,et al.  Short proofs are narrow—resolution made simple , 2001, JACM.