The Complexity of Quantified Constraints: Collapsibility, Switchability, and the Algebraic Formulation

IF 0.7 4区 数学 Q3 COMPUTER SCIENCE, THEORY & METHODS ACM Transactions on Computational Logic Pub Date : 2023-01-18 DOI:https://dl.acm.org/doi/10.1145/3568397
Catarina Carvalho, Florent Madelaine, Barnaby Martin, Dmitriy Zhuk
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Abstract

Let 𝔸 be an idempotent algebra on a finite domain. By mediating between results of Chen [1] and Zhuk [2], we argue that if 𝔸 satisfies the polynomially generated powers property (PGP) and ℬ is a constraint language invariant under 𝔸 (i.e., in Inv(𝔸)), then QCSP ℬ is in NP. In doing this, we study the special forms of PGP, switchability, and collapsibility, in detail, both algebraically and logically, addressing various questions such as decidability on the way.

We then prove a complexity-theoretic converse in the case of infinite constraint languages encoded in propositional logic, that if Inv}(𝔸) satisfies the exponentially generated powers property (EGP), then QCSP (Inv(𝔸)) is co-NP-hard. Since Zhuk proved that only PGP and EGP are possible, we derive a full dichotomy for the QCSP, justifying what we term the Revised Chen Conjecture. This result becomes more significant now that the original Chen Conjecture (see [3]) is known to be false [4].

Switchability was introduced by Chen [1] as a generalization of the already-known collapsibility [5]. There, an algebra 𝔸 :=({ 0,1,2};r) was given that is switchable and not collapsible. We prove that, for all finite subsets Δ of Inv (𝔸 A), Pol (Δ) is collapsible. The significance of this is that, for QCSP on finite structures, it is still possible all QCSP tractability (in NP) explained by switchability is already explained by collapsibility. At least, no counterexample is known to this.

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量化约束的复杂性:可折叠性、可切换性和代数公式
设在有限域上,它是一个幂等代数。通过对Chen[1]和Zhuk[2]的结果进行中介,我们论证了如果在多项式幂性质(PGP)下,即在Inv(merge)中,t_c是约束语言不变量,那么在NP中,t_c是约束语言不变量。在此过程中,我们详细地从代数和逻辑上研究了PGP的特殊形式、可切换性和可折叠性,并解决了诸如路上的可决性等各种问题。然后,我们证明了用命题逻辑编码的无限约束语言的一个复杂度理论的逆命题,即如果Inv}(由于Zhuk证明了只有PGP和EGP是可能的,我们推导出了QCSP的完全二分法,证明了我们称之为修正陈猜想的东西。这个结果现在变得更加重要,因为原来的陈猜想(见[3])是假的[4]。可开关性是由Chen[1]引入的,是对已知的可折叠性[5]的推广。在这里,给出了一个可变换且不可折叠的代数函数,即:=({0,1,2};r)。证明了对于Inv (x_a)的所有有限子集Δ, Pol (Δ)是可折叠的。这一点的意义在于,对于有限结构上的QCSP,仍然有可能所有由可切换性解释的QCSP可追溯性(在NP中)都已经由可折叠性解释了。至少,没有反例可以证明这一点。
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来源期刊
ACM Transactions on Computational Logic
ACM Transactions on Computational Logic 工程技术-计算机:理论方法
CiteScore
2.30
自引率
0.00%
发文量
37
审稿时长
>12 weeks
期刊介绍: TOCL welcomes submissions related to all aspects of logic as it pertains to topics in computer science. This area has a great tradition in computer science. Several researchers who earned the ACM Turing award have also contributed to this field, namely Edgar Codd (relational database systems), Stephen Cook (complexity of logical theories), Edsger W. Dijkstra, Robert W. Floyd, Tony Hoare, Amir Pnueli, Dana Scott, Edmond M. Clarke, Allen E. Emerson, and Joseph Sifakis (program logics, program derivation and verification, programming languages semantics), Robin Milner (interactive theorem proving, concurrency calculi, and functional programming), and John McCarthy (functional programming and logics in AI). Logic continues to play an important role in computer science and has permeated several of its areas, including artificial intelligence, computational complexity, database systems, and programming languages. The Editorial Board of this journal seeks and hopes to attract high-quality submissions in all the above-mentioned areas of computational logic so that TOCL becomes the standard reference in the field. Both theoretical and applied papers are sought. Submissions showing novel use of logic in computer science are especially welcome.
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