Random Cnf’s are Hard for the Polynomial Calculus

computational complexity - Tập 19 - Trang 501-519 - 2010
Eli Ben-Sasson1, Russell Impagliazzo2,3
1Department of Computer Science, Technion Israel Institute of Technology, Haifa, Israel
2School of Mathematics, Institute for Advanced Study, Princeton, USA
3Computer Science and Engineering, University of California, San Diego, La Jolla, USA

Tóm tắt

We prove linear lower bounds on the Polynomial Calculus (PC) refutation-degree of random CNF whenever the underlying field has characteristic greater than 2. Our proof follows by showing the PC refutation-degree of a unsatisfiable system of linear equations modulo 2 is equivalent to its Gaussian width, a concept defined by the late Mikhail Alekhnovich. The equivalence of refutation-degree and Gaussian width which is the main contribution of this paper, allows us to also simplify the refutation-degree lower bounds of Buss et al. (2001) and additionally prove non-trivial upper bounds on the resolution and PC complexity of refuting unsatisfiable systems of linear equations.