构建可满足性演算模型的设计与实现

Dejan Jovanovic, Clark W. Barrett, L. de Moura
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引用次数: 37

摘要

我们提出了模型构造可满足性(MCSat)演算的设计和实现。MCSat演算将cdcl式命题SAT求解器中的思想推广到SMT求解器中,并提供了一个通用框架,可以在其中证明和组合最新的基于模型的程序和技术。我们描述了如何在微积分中加入对线性实算术和未解释函数符号的支持。我们报告了令人鼓舞的实验结果,其中MCSat在不使用预处理技术和临时优化的情况下与最先进的SMT求解器竞争。实现是灵活的,可以很容易地添加额外的插件,代码是免费的。
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The design and implementation of the model constructing satisfiability calculus
We present the design and implementation of the Model Constructing Satisfiability (MCSat) calculus. The MCSat calculus generalizes ideas found in CDCL-style propositional SAT solvers to SMT solvers, and provides a common framework where recent model-based procedures and techniques can be justified and combined. We describe how to incorporate support for linear real arithmetic and uninterpreted function symbols m the calculus. We report encouraging experimental results, where MCSat performs competitive with the state-of-the art SMT solvers without using pre-processing techniques and ad-hoc optimizations. The implementation is flexible, additional plugins can be easily added, and the code is freely available.
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