非交换公式与Frege下界:命题证明的一种新表征

Fu Li, Iddo Tzameret, Zhengyu Wang
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引用次数: 8

摘要

是否每个布尔重言式都有一个简短的命题演算证明?在这里,命题演算(即Frege)证明是从一组公理出发,使用一组固定的可靠推导规则推导出新的布尔公式的任何证明。在Frege证明上建立任何超多项式大小的下界(根据所证明公式的大小)是证明复杂性中的一个主要开放问题,也是复杂性理论中为数不多的基本难题之一。另一方面,非交换算术公式构成了一个相当弱的计算模型,早在1991年,Nisan[20]就已经用一个特别透明的论证证明了指数大小的下界。在这项工作中,我们证明了Frege下界实际上是从计算某些多项式的非交换公式的相应大小的下界推导出来的(并且除非NP=coNP,否则非交换公式的下界必须存在)。更准确地说,我们证明了重言式T与非交换多项式p之间的自然关联,这样:•如果T具有多项式大小的Frege证明,则p具有多项式大小的非交换算术公式;相反,当T是DNF时,如果p在GF(2)上具有多项式大小的非交换算术公式,则T具有拟多项式大小的Frege证明。该论点是Frege证明作为非交换公式的表征:我们表明Frege系统(拟)多项式等价于非交换理想证明系统(IPS),继Grochow和Pitassi[10]最近的工作之后,他们引入了一个命题证明系统,其中证明是算术电路,以及[35]中的工作考虑在代数命题证明系统中添加交换子作为公理。这给出了命题Frege证明在(非交换)算术公式方面的特征,比Grochow和Pitassi[10]中的(IPS的公式版本)更严格,在以下意义上:(i)非交换IPS是多项式时间可检查的——而原始IPS是在概率多项式时间可检查的;(ii) Frege证明无条件地拟多项式地模拟非交换IPS——而Frege证明仅在Frege中有效地证明了多项式大小的电路对(交换)算术公式的PIT的可判性,才能有效地模拟IPS。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-Commutative Formulas and Frege Lower Bounds: a New Characterization of Propositional Proofs
Does every Boolean tautology have a short propositional-calculus proof? Here, a propositional-calculus (i.e. Frege) proof is any proof starting from a set of axioms and deriving new Boolean formulas using a fixed set of sound derivation rules. Establishing any super-polynomial size lower bound on Frege proofs (in terms of the size of the formula proved) is a major open problem in proof complexity, and among a handful of fundamental hardness questions in complexity theory by and large. Non-commutative arithmetic formulas, on the other hand, constitute a quite weak computational model, for which exponential-size lower bounds were shown already back in 1991 by Nisan [20], using a particularly transparent argument. In this work we show that Frege lower bounds in fact follow from corresponding size lower bounds on non-commutative formulas computing certain polynomials (and that such lower bounds on non-commutative formulas must exist, unless NP=coNP). More precisely, we demonstrate a natural association between tautologies T to non-commutative polynomials p, such that: •if T has a polynomial-size Frege proof then p has a polynomial-size non-commutative arithmetic formula; and conversely, when T is a DNF, if p has a polynomial-size non-commutative arithmetic formula over GF(2) then T has a Frege proof of quasi-polynomial size. The argument is a characterization of Frege proofs as non-commutative formulas: we show that the Frege system is (quasi-) polynomially equivalent to a non-commutative Ideal Proof System(IPS), following the recent work of Grochow and Pitassi [10] that introduced a propositional proof system in which proofs are arithmetic circuits, and the work in [35] that considered adding the commutator as an axiom in algebraic propositional proof systems. This gives a characterization of propositional Frege proofs in terms of (non-commutative) arithmetic formulas that is tighter than (the formula version of IPS) in Grochow and Pitassi [10], in the following sense: (i) The non-commutative IPS is polynomial-time checkable -- whereas the original IPS was checkable in probabilistic polynomial-time; and (ii) Frege proofs unconditionally quasi-polynomially simulate the non-commutative IPS -- whereas Frege was shown to efficiently simulate IPS only assuming that the decidability of PIT for (commutative) arithmetic formulas by polynomial-size circuits is efficiently provable in Frege.
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