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Accelerating Interpolation-Based Model-Checking

机译:加速基于插值的模型检查

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摘要

Interpolation-based model-checking and acceleration techniques have been widely proved successful and efficient for reachability checking. Surprisingly, these two techniques have never been combined to strengthen each other. Intuitively, acceleration provides under-approximation of the reachability set by computing the exact effect of some control-flow cycles and combining them with other transitions. On the other hand, interpolation-based model-checking is refining an over-approximation of the reachable states based on spurious error-traces. The goal of this paper is to combine acceleration techniques with interpolation-based model-checking at the refinement stage. Our method, called "interpolant acceleration", helps to refine the abstraction, ruling out not only a single spurious error-trace but a possibly infinite set of error-traces obtained by any unrolling of its cycles. Interpolant acceleration is also proved to strictly enlarge the set of transformations that can be usually handled by acceleration techniques.
机译:基于插值的模型检查和加速技术已被广泛证明是成功且有效的可达性检查。出乎意料的是,这两种技术从未结合在一起以相互增强。直观地讲,通过计算某些控制流循环的确切影响并将其与其他转换结合,加速度可提供的可到达性设置不充分。另一方面,基于插值的模型检查正在基于虚假错误轨迹细化可及状态的过度逼近。本文的目的是在改进阶段将加速技术与基于插值的模型检查相结合。我们的方法称为“内插加速”,它有助于改进抽象,不仅排除了单个虚假的错误跟踪,而且排除了因其任何周期的展开而获得的可能无限的错误跟踪集。内插加速度也被证明可以严格扩大通常由加速度技术处理的变换集。

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