The membership problem for subsemigroups of GL2(Z) is NP-complete

IF 0.8 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Information and Computation Pub Date : 2024-01-01 DOI:10.1016/j.ic.2023.105132
Paul C. Bell , Mika Hirvensalo , Igor Potapov
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引用次数: 0

Abstract

We show that the problem of determining if the identity matrix belongs to a finitely generated semigroup of 2×2 matrices from the General Linear Group GL2(Z) is solvable in NP. We extend this to prove that the membership problem is decidable in NP for GL2(Z) and for any arbitrary regular expression over matrices from the Special Linear group SL2(Z). We show that determining if a given finite set of matrices from SL2(Z) or the modular group PSL2(Z) generates a group or a free semigroup are decidable in NP. Previous algorithms, shown in 2005 by Choffrut and Karhumäki, were in EXPSPACE. Our algorithm is based on new techniques allowing us to operate on compressed word representations of matrices without explicit expansions. When combined with known NP-hard lower bounds, this proves that the membership problem over GL2(Z) is NP-complete, and the group problem and the non-freeness problem in SL2(Z) are NP-complete. 1

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GL2(Z) 子半群的成员资格问题是 NP-完全的
我们证明,确定同位矩阵是否属于模组 PSL2(Z)、特殊线性群 SL2(Z) 和一般线性群 GL2(Z) 中有限生成的 2×2 矩阵半群的问题在 NP 中是可解的。我们进而证明,对于 GL2(Z)和 SL2(Z)矩阵的任意正则表达式,成员资格问题在 NP 中都是可解的。然后,我们推导出,SL2(Z) 或 PSL2(Z) 矩阵的给定有限集是否生成一个群或一个自由半群的问题都是在 NP 中可解的。Choffrut 和 Karhumäki 于 2005 年在 EXPSPACE 中展示了解决这些问题的算法。我们的算法基于新技术,允许我们对矩阵的压缩字表示进行操作,而无需显式展开。结合已知的 NP-硬下界,这证明了 GL2(Z) 上的同一性(以及成员性)问题是 NP-完全的,而 SL2(Z) 中的群问题和非无穷问题是 NP-完全的。因此,本文回答了由 GL2(Z) 矩阵生成的半群中成员问题的复杂性这一长期未决问题。我们开发了可用于以符号形式求解数值矩阵问题的新技术,这些技术适用于求解群和半群的压缩字问题,从而在组合群理论、矩阵计算问题和复杂性理论之间架起了一座桥梁。
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来源期刊
Information and Computation
Information and Computation 工程技术-计算机:理论方法
CiteScore
2.30
自引率
0.00%
发文量
119
审稿时长
140 days
期刊介绍: Information and Computation welcomes original papers in all areas of theoretical computer science and computational applications of information theory. Survey articles of exceptional quality will also be considered. Particularly welcome are papers contributing new results in active theoretical areas such as -Biological computation and computational biology- Computational complexity- Computer theorem-proving- Concurrency and distributed process theory- Cryptographic theory- Data base theory- Decision problems in logic- Design and analysis of algorithms- Discrete optimization and mathematical programming- Inductive inference and learning theory- Logic & constraint programming- Program verification & model checking- Probabilistic & Quantum computation- Semantics of programming languages- Symbolic computation, lambda calculus, and rewriting systems- Types and typechecking
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