Twin-width IV: ordered graphs and matrices

IF 2.3 2区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of the ACM Pub Date : 2024-03-11 DOI:10.1145/3651151
Édouard Bonnet, Ugo Giocanti, Patrice Ossona de Mendez, Pierre Simon, Stéphan Thomassé, Szymon Toruńczyk
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Abstract

We establish a list of characterizations of bounded twin-width for hereditary classes of totally ordered graphs: as classes of at most exponential growth studied in enumerative combinatorics, as monadically NIP classes studied in model theory, as classes that do not transduce the class of all graphs studied in finite model theory, and as classes for which model checking first-order logic is fixed-parameter tractable studied in algorithmic graph theory.

This has several consequences. First, it allows us to show that every hereditary class of ordered graphs either has at most exponential growth, or has at least factorial growth. This settles a question first asked by Balogh, Bollobás, and Morris [Eur. J. Comb. ’06] on the growth of hereditary classes of ordered graphs, generalizing the Stanley-Wilf conjecture/Marcus-Tardos theorem. Second, it gives a fixed-parameter approximation algorithm for twin-width on ordered graphs. Third, it yields a full classification of fixed-parameter tractable first-order model checking on hereditary classes of ordered binary structures. Fourth, it provides a model-theoretic characterization of classes with bounded twin-width. Finally, it settles the small conjecture [SODA ’21] in the case of ordered graphs.

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双宽 IV:有序图和矩阵
我们为完全有序图的遗传类建立了一系列有界孪宽的特征:枚举组合论中研究的指数增长类、模型论中研究的一元 NIP 类、有限模型论中研究的不传递所有图的类,以及算法图论中研究的模型检查一阶逻辑是固定参数可处理的类。这有几个后果。首先,它使我们能够证明,每一类有序图的遗传类要么最多具有指数增长,要么至少具有阶乘增长。这解决了 Balogh、Bollobás 和 Morris [Eur. J. Comb. '06]首次提出的关于有序图遗传类增长的问题,概括了 Stanley-Wilf 猜想/Marcus-Tardos 定理。其次,它给出了有序图上孪宽的固定参数近似算法。第三,它给出了有序二元结构遗传类上固定参数可控一阶模型检查的完整分类。第四,它提供了具有有界孪宽的类的模型理论特征。最后,它解决了有序图情况下的小猜想[SODA '21]。
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来源期刊
Journal of the ACM
Journal of the ACM 工程技术-计算机:理论方法
CiteScore
7.50
自引率
0.00%
发文量
51
审稿时长
3 months
期刊介绍: The best indicator of the scope of the journal is provided by the areas covered by its Editorial Board. These areas change from time to time, as the field evolves. The following areas are currently covered by a member of the Editorial Board: Algorithms and Combinatorial Optimization; Algorithms and Data Structures; Algorithms, Combinatorial Optimization, and Games; Artificial Intelligence; Complexity Theory; Computational Biology; Computational Geometry; Computer Graphics and Computer Vision; Computer-Aided Verification; Cryptography and Security; Cyber-Physical, Embedded, and Real-Time Systems; Database Systems and Theory; Distributed Computing; Economics and Computation; Information Theory; Logic and Computation; Logic, Algorithms, and Complexity; Machine Learning and Computational Learning Theory; Networking; Parallel Computing and Architecture; Programming Languages; Quantum Computing; Randomized Algorithms and Probabilistic Analysis of Algorithms; Scientific Computing and High Performance Computing; Software Engineering; Web Algorithms and Data Mining
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