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A Simple and Flexible Way of Computing Small Unsatisfiable Cores in SAT Modulo Theories

机译:在卫星模型理论中计算小型不匹配核心简单而灵活的方式

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Finding small unsatisfiable cores for SAT problems has recently received a lot of interest, mostly for its applications in formal verification. Surprisingly, the same problem in the context of SAT Modulo Theories (SMT) has instead received very little attention in the literature; in particular, we are not aware of any work aiming at producing small unsatisfiable cores in SMT. The purpose of this paper is to start filling the gap in this area, by proposing a novel approach for computing small unsat cores in SMT. The main idea is to combine an SMT solver with an external propositional core extractor: the SMT solver produces the theory lemmas found during the search; the core extractor is then called on the boolean abstraction of the original SMT problem and of the theory lemmas. This results in an unsatisfiable core for the original SMT problem, once the remaining theory lemmas have been removed. The approach has several advantages: it is extremely simple to implement and to update, and it can be interfaced with every propositional core extractor in a plug-and-play way, so that to benefit for free of all unsat-core reduction techniques which have been or will be made available.
机译:最近发现SAT问题的小型不可挑离的核心,最近受到了很多兴趣,主要是为了其在正式验证中的应用。令人惊讶的是,在卫星模仿理论(SMT)的背景下的同样问题已经在文献中收到了很少的关注;特别是,我们不了解任何旨在在SMT中生产小不可挑离的核心的工作。本文的目的是通过提出在SMT中计算小型营养核心的新方法,开始填补该领域的差距。主要思想是将SMT求解器与外部命题核心提取器组合起来:SMT求解器在搜索期间发现的理论LEMMAS;然后调用核心提取器对原始SMT问题的布尔抽象和理论LEMMAS。这导致原始SMT问题的核心不匹配的核心,一旦剩下的理论lemmas被删除。该方法有几个优点:实现和更新是非常简单的,并且可以以即插即用方式与每个命题核心提取器相互作用,从而可以免受任何具有的unsat核心减少技术已经或将提供。

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