Rank of random half-integral polytopes — extended abstract —

Abstract

Abstract We will show that random half-integral polytopes contain certain sets F k with high probability, the sets of k-tuples with entries in { 0 , 1 2 , 1 } , and exactly one entry equal to 1 2 . We precisely determine the threshold number k for which the phase transition occurs. Using these random polytopes we show that establishing integer-infeasibility takes Ω ( log n / log log n ) rounds of (almost) any cutting-plane procedure with high probability whenever the number of vertices is θ ( 3 n ) . As a corollary, a relationship between the number of vertices and the rank of the polytope with respect to (almost) any cutting-plane procedure follows.