TR04-012 Authors: Paul Beame, Joseph Culberson, David Mitchell, Cristopher Moore

Publication: 4th February 2004 16:51

Downloads: 3084

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We consider the resolution proof complexity of propositional formulas which encode random instances of graph $k$-colorability. We obtain a tradeoff between the graph density and the resolution proof complexity.

For random graphs with linearly many edges we obtain linear-exponential lower bounds on the length of resolution refutations. For any $\epsilon>0$, we obtain sub-exponential lower bounds of the form $2^{n^\delta}$ for some $\delta>0$ for non-$k$-colorability proofs of graphs with $n$ vertices and $O(n^{\frac{3}{2}-\frac{1}{k}-\epsilon}$ edges. We obtain sharper lower bounds for Davis-Putnam-DPLL proofs and for proofs in a system considered by McDiarmid.

We also show that very simple algorithms achieve qualitatively similar running times.