Solving String Constraints with Lengths by Stabilization

IF 2.2 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Yu-Fang Chen, David Chocholatý, Vojtěch Havlena, Lukáš Holík, Ondřej Lengál, Juraj Síč
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引用次数: 1

Abstract

We present a new algorithm for solving string constraints. The algorithm builds upon a recent method for solving word equations and regular constraints that interprets string variables as languages rather than strings and, consequently, mitigates the combinatorial explosion that plagues other approaches. We extend the approach to handle linear integer arithmetic length constraints by combination with a known principle of equation alignment and splitting, and by extension to other common types of string constraints, yielding a fully-fledged string solver. The ability of the framework to handle unrestricted disequalities even extends one of the largest decidable classes of string constraints, the chain-free fragment. We integrate our algorithm into a DPLL-based SMT solver. The performance of our implementation is competitive and even significantly better than state-of-the-art string solvers on several established benchmarks obtained from applications in verification of string programs.
用稳定法求解带长度的字符串约束
提出了一种求解字符串约束的新算法。该算法建立在解决单词方程和规则约束的最新方法之上,该方法将字符串变量解释为语言而不是字符串,因此减轻了困扰其他方法的组合爆炸问题。我们将该方法扩展到处理线性整数算术长度约束,结合已知的方程对齐和分裂原理,并将其扩展到其他常见类型的字符串约束,从而产生一个完全成熟的字符串求解器。框架处理无限制不等式的能力甚至扩展了字符串约束的最大可确定类之一,无链片段。我们将我们的算法集成到基于dpl的SMT求解器中。在验证字符串程序的应用中获得的几个已建立的基准测试中,我们实现的性能具有竞争力,甚至明显优于最先进的字符串求解器。
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来源期刊
Proceedings of the ACM on Programming Languages
Proceedings of the ACM on Programming Languages Engineering-Safety, Risk, Reliability and Quality
CiteScore
5.20
自引率
22.20%
发文量
192
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