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

IF 0.7 4区 数学 Q3 COMPUTER SCIENCE, THEORY & METHODS
C. Carvalho, Florent R. Madelaine, B. Martin, Dmitriy Zhuk
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引用次数: 0

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.
量化约束的复杂性:可折叠性、可切换性和代数公式
允许𝔸 是有限域上的幂等代数。通过在Chen[1]和Zhuk[2]的结果之间进行中介,我们认为如果𝔸 满足多项式生成功率特性(PGP),并且ℬ 是一个约束语言不变量𝔸 (即,在发票中(𝔸)), 然后QCSPℬ 在NP中。在这样做的过程中,我们从代数和逻辑上详细研究了PGP的特殊形式、可切换性和可折叠性,解决了诸如途中的可判定性等各种问题。然后,我们证明了在命题逻辑中编码的无限约束语言的情况下的复杂性理论逆,即如果Inv}(𝔸) 满足指数生成功率特性(EGP),则QCSP(Inv(𝔸)) 是co-NP困难的。由于Zhuk证明了只有PGP和EGP是可能的,我们导出了QCSP的完全二分法,证明了我们所称的修正Chen猜想的合理性。这个结果变得更加重要,因为原来的陈猜想(见[3])是假的[4]。可切换性由Chen[1]引入,作为已知溃散性[5]的推广。那里有一个代数𝔸 :=({0,1,2};r)是可切换的且不可折叠的。我们证明,对于Inv的所有有限子集Δ(𝔸 A) ,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可处理性(在NP中)都已经由溃散性解释了。至少,目前还没有已知的反例。
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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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