A Contraction Tree SAT Encoding for Computing Twin-Width

被引:0
作者
Horev, Yinon [1 ]
Shay, Shiraz [1 ]
Cohen, Sarel [1 ]
Friedrich, Tobias [2 ]
Issac, Davis [2 ]
Kamma, Lior [1 ]
Niklanovits, Aikaterini [2 ]
Simonov, Kirill [2 ]
机构
[1] Acad Coll Tel Aviv Yaffo, Tel Aviv, Israel
[2] Univ Potsdam, Hasso Plattner Inst, Potsdam, Germany
来源
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PT II, PAKDD 2024 | 2024年 / 14646卷
关键词
Twin-width; SAT encoding;
D O I
10.1007/978-981-97-2253-2_35
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Twin-width is a structural width parameter and matrix invariant introduced by Bonnet et al. [FOCS 2020], that has been gaining attention due to its various fields of applications. In this paper, inspired by the SAT approach of Schidler and Szeider [ALENEX 2022], we provide a new SAT encoding for computing twin-width. The encoding aims to encode the contraction sequence as a binary tree. The asymptotic size of the formula under our encoding is smaller than in the state-of-the-art relative encoding of Schidler and Szeider. We also conduct an experimental study, comparing the performance of the new encoding and the relative encoding.
引用
收藏
页码:444 / 456
页数:13
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