带字符串/整数转换和平面正则约束的字符串约束决策程序

IF 0.4 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Acta Informatica Pub Date : 2023-10-24 DOI:10.1007/s00236-023-00446-4
Hao Wu, Yu-Fang Chen, Zhilin Wu, Bican Xia, Naijun Zhan
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引用次数: 0

摘要

字符串约束求解是脚本语言各种测试和验证方法的核心。在解决字符串约束的算法中,扁平化是一种著名的方法,在处理可满足实例时特别有用。由于字符串/整数转换是几乎所有脚本语言中都会出现的重要函数,Abdulla 等人最近将扁平化方法扩展到了这一函数。然而,他们的方法只支持一种特殊的扁平化模式,而对一般扁平正则约束的支持仍是一个悬而未决的问题。在本文中,我们提出了一种完整的字符串/整数转换扁平化方法,填补了这一空白。这种方法建立在一种新的线性-指数算术(即用指数函数对普雷斯伯格算术进行扩展,用 ExpPA 表示)的量词消除程序之上,该程序由 Cherlin 和 Point 在 1986 年提出的程序改进而来。我们分析了我们的量词消除程序的复杂性,并证明存在 ExpPA 公式的判定问题在 3-EXPTIME 内。据我们所知,这是该问题的第一个基本复杂度上界。虽然量词消除过程过于昂贵,无法高效实现,但我们提出了各种优化方案,并提供了一个原型实现。我们在由字符串哈希函数和随机生成的基准上评估了我们的实现性能。实验结果表明,我们的实现优于最先进的求解器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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A decision procedure for string constraints with string/integer conversion and flat regular constraints

String constraint solving is the core of various testing and verification approaches for scripting languages. Among algorithms for solving string constraints, flattening is a well-known approach that is particularly useful in handling satisfiable instances. As string/integer conversion is an important function appearing in almost all scripting languages, Abdulla et al. extended the flattening approach to this function recently. However, their approach supports only a special flattening pattern and leaves the support of the general flat regular constraints as an open problem. In this paper, we fill the gap by proposing a complete flattening approach for the string/integer conversion. The approach is built upon a new quantifier elimination procedure for the linear-exponential arithmetic (namely, the extension of Presburger arithmetic with exponential functions, denoted by ExpPA) improved from the one proposed by Cherlin and Point in 1986. We analyze the complexity of our quantifier elimination procedure and show that the decision problem for existential ExpPA formulas is in 3-EXPTIME. Up to our knowledge, this is the first elementary complexity upper bound for this problem. While the quantifier elimination procedure is too expensive to be implemented efficiently, we propose various optimizations and provide a prototypical implementation. We evaluate the performance of our implementation on the benchmarks that are generated from the string hash functions as well as randomly. The experimental results show that our implementation outperforms the state-of-the-art solvers.

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来源期刊
Acta Informatica
Acta Informatica 工程技术-计算机:信息系统
CiteScore
2.40
自引率
16.70%
发文量
24
审稿时长
>12 weeks
期刊介绍: Acta Informatica provides international dissemination of articles on formal methods for the design and analysis of programs, computing systems and information structures, as well as related fields of Theoretical Computer Science such as Automata Theory, Logic in Computer Science, and Algorithmics. Topics of interest include: • semantics of programming languages • models and modeling languages for concurrent, distributed, reactive and mobile systems • models and modeling languages for timed, hybrid and probabilistic systems • specification, program analysis and verification • model checking and theorem proving • modal, temporal, first- and higher-order logics, and their variants • constraint logic, SAT/SMT-solving techniques • theoretical aspects of databases, semi-structured data and finite model theory • theoretical aspects of artificial intelligence, knowledge representation, description logic • automata theory, formal languages, term and graph rewriting • game-based models, synthesis • type theory, typed calculi • algebraic, coalgebraic and categorical methods • formal aspects of performance, dependability and reliability analysis • foundations of information and network security • parallel, distributed and randomized algorithms • design and analysis of algorithms • foundations of network and communication protocols.
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