A propositionalproof system is automatizable if there is an algorithm that, given a tautology, produces a proof in time polynomial in the size of its smallest proof. This notion can be weakened if we allow the algori...
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A propositionalproof system is automatizable if there is an algorithm that, given a tautology, produces a proof in time polynomial in the size of its smallest proof. This notion can be weakened if we allow the algorithm to produce a proof in a stronger system within the same time bound. This new notion is called weak antomatizability. Among other characterizations, we prove that a system is weakly automatizable exactly when a weak form of the satisfiability problem is solvable in polynomial time. After studying the robustness of the definition, we prove the equivalence between: (i). Resolution is weakly automatizable, (ii) Res(k) is weakly automatizable, and (iii) Res(k) has feasible interpolation, when k > 1. In order to prove this result, we show that Res(2) has polynomial-size proofs of the reflection principle of Resolution, which is a version of consistency. We also show that Res(k), for every k > 1, proves its consistency in polynomial size, while Resolution does not. In fact, we show that Resolution proofs of its own consistency require almost exponential size. This gives a better lower bound for the monotone interpolation of Res(2) and a separation from Resolutionas a byproduct. Our techniques also give us a way to obtain a large class of examples that have small Resolution refutations but require relatively large width. This answers a question of Alekhnovich and Razborov related to whether Resolution is automatizable in quasipolynomial-time. (C) 2003 Elsevier Inc. All rights reserved.
We consider three relatively strong families of subsystems of AC(0)[2]-Frege proof systems, i.e., propositionalproof systems using constant-depth formulas with an additional parity connective, for which exponential l...
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We consider three relatively strong families of subsystems of AC(0)[2]-Frege proof systems, i.e., propositionalproof systems using constant-depth formulas with an additional parity connective, for which exponential lower bounds on proof size are known. In order of increasing strength, the subsystems are (i) constant-depth proof systems with parity axioms and the (ii) treelike and (iii) daglike versions of systems introduced by Krajicek which we call PKdc (circle plus). In a PKdc (circle plus)-proof, lines are disjunctions (cedents) in which all disjuncts have depth at most d, parities can only appear as the outermost connectives of disjuncts, and all but c disjuncts contain no parity connective at all. We prove that treelike PKO(1)O(1) (circle plus) is quasipolynomially but not polynomially equivalent to constant-depth systems with parity axioms. We also verify that the technique for separating parity axioms from parity connectives due to Impagliazzo and Segerlind can be adapted to give a superpolynomial separation between daglike PKO(1)O(1) (circle plus) and AC(0)[2]-Frege;the technique is inherently unable to prove superquasipolynomial separations. We also study proof systems related to the system Res-Lin introduced by Itsykson and Sokolov. We prove that an extension of treelike Res-Lin is polynomially simulated by a system related to daglike PKO(1)O(1) (circle plus), and obtain an exponential lower bound for this system.
We prove a new switching lemma that works for restrictions that set only a small fraction of the variables and is applicable to formulas in disjunctive normal form (DNFs) with small terms. We use this to prove lower b...
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We prove a new switching lemma that works for restrictions that set only a small fraction of the variables and is applicable to formulas in disjunctive normal form (DNFs) with small terms. We use this to prove lower bounds for the Res(k) propositionalproof system, an extension of resolution which works with k-DNFs instead of clauses. We also obtain an exponential separation between depth d circuits of bottom fan-in k and depth d circuits of bottom fan-in k+1. Our results for Res(k) are as follows: 1. The 2n to n weak pigeonhole principle requires exponential size to refute in Res(k) for krootlog n/log log n. 2. For each constant k, there exists a constant w>k so that random w-CNFs require exponential size to refute in Res(k). 3. For each constant k, there are sets of clauses which have polynomial size Res(k+1) refutations but which require exponential size Res(k) refutations.
The ordering principle states that every finite linear order has a least element. We show that, in the relativized setting, the surjective weak pigeonhole principle for polynomial time functions does not prove a Herbr...
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The ordering principle states that every finite linear order has a least element. We show that, in the relativized setting, the surjective weak pigeonhole principle for polynomial time functions does not prove a Herbrandized version of the ordering principle over T-2(1). This answers an open question raised in Buss et al. [2012] and completes their program to compare the strength of Jerabek's bounded arithmetic theory for approximate counting with weakened versions of it.
Res(k) is a propositionalproof system that extends resolution by working with k-DNFs instead of clauses. We show that there exist constants beta, gamma > 0 so that if k is a function from positive integers to posi...
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Res(k) is a propositionalproof system that extends resolution by working with k-DNFs instead of clauses. We show that there exist constants beta, gamma > 0 so that if k is a function from positive integers to positive integers so that for all n, k(n) less than or equal to beta log n, then for each n, there exists a set of clauses C-n of size n(O(1)) that has Res(k(n) + 1) refutations of size n(O(1)), yet every Res(k(n)) refutation of C-n has size at least 2(ngamma). (C) 2004 Elsevier B.V. All rights reserved.
We prove a quasi-polynomial lower bound on the size of bounded-depth Frege proofs of the pigeonhole principle PHPnm where m = (1 + 1/ polylog n)n. This lower bound qualitatively matches the known quasi-polynomial-size...
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We prove a quasi-polynomial lower bound on the size of bounded-depth Frege proofs of the pigeonhole principle PHPnm where m = (1 + 1/ polylog n)n. This lower bound qualitatively matches the known quasi-polynomial-size bounded-depth Frege proofs for these principles. Our technique, which uses a switching lemma argument like other lower bounds for bounded-depth Frege proofs, is novel in that the tautology to which this switching lemma is applied remains random throughout the argument.
We consider a proof (more accurately, refutation) system based on the Sherali-Adams (SA) operator associated with integer linear programming. If F is a CNF contradiction that admits a Resolution refutation of width k ...
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We consider a proof (more accurately, refutation) system based on the Sherali-Adams (SA) operator associated with integer linear programming. If F is a CNF contradiction that admits a Resolution refutation of width k and size s. then we prove that the SA rank of F is <= k and the SA size of F is <= (k + 1)s + 1. We establish that the SA rank of both the Pigeonhole Principle PHPn-1n and the Least Number Principle LNPn is n - 2. Since the SA refutation system rank-simulates the refutation system of Lovasz-Schrijver without semidefinite cuts (LS), we obtain as a corollary linear rank lower bounds for both of these principles in LS. (C) 2009 Published by Elsevier B.V.
We show that constant-depth Frege systems with counting axioms modulo m polynomially simulate Nullstellensatz refutations modulo m. Central to this is a new definition of reducibility from propositional formulas to sy...
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We show that constant-depth Frege systems with counting axioms modulo m polynomially simulate Nullstellensatz refutations modulo m. Central to this is a new definition of reducibility from propositional formulas to systems of polynomials. Using our definition of reducibility, most previously studied propositional formulas reduce to their polynomial translations. When combined with a previous result of the authors, this establishes the first size separation between Nullstellensatz and polynomial calculus refutations. We also obtain new upper bounds on refutation sizes for certain CNFs in constant-depth Frege with counting axioms systems.
We demonstrate that the Cutting Plane (CP) rank, also known as the Chvatal rank, of the Pigeonhole Principle is Theta(log n). Our proof uses a novel technique which allows us to demonstrate rank lower bounds for fract...
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We demonstrate that the Cutting Plane (CP) rank, also known as the Chvatal rank, of the Pigeonhole Principle is Theta(log n). Our proof uses a novel technique which allows us to demonstrate rank lower bounds for fractional points with fewer restrictions than previous methods. We also demonstrate that the Pigeonhole Principle has a polynomially sized CP proof. (C) 2009 Elsevier B.V. All rights reserved.
We investigate tradeoffs of various basic complexity measures such as size, space, and width. We show examples of formulas that have optimal proofs with respect to any one of these parameters, but optimizing one param...
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We investigate tradeoffs of various basic complexity measures such as size, space, and width. We show examples of formulas that have optimal proofs with respect to any one of these parameters, but optimizing one parameter must cost an increase in the other. These results have implications to the efficiency (or rather, inefficiency) of some commonly used SAT solving heuristics. Our proof relies on a novel connection of the variable space of a proof to the black-white pebbling measure of an underlying graph.
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