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Formal analysis of piecewise affine systems through formula-guided refinement

机译:通过公式引导改进进行分段仿射系统的正式分析

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We present a computational framework for identifying a set of initial states from which all trajectories of a piecewise affine (PWA) system satisfy a Linear Temporal Logic (LTL) formula over a set of linear predicates in its state variables. Our approach is based on the construction and refinement of finite abstractions of infinite systems. We derive conditions guaranteeing the equivalence of an infinite system and its finite abstraction with respect to a specific temporal logic formula and propose methods aimed at the construction of such formula-equivalent abstractions. We show that the proposed procedure can be implemented using polyhedral operations and analysis of finite graphs. While provably correct, the overall method is conservative and expensive. The proposed algorithms have been implemented as a software tool that is available for download. An illustrative example for a PWA gene network model is included.
机译:我们介绍了一种计算框架,用于识别一组初始状态,分段仿射(PWA)系统的所有轨迹满足其状态变量中的一组线性谓词上的线性时间逻辑(LTL)公式。我们的方法是基于施工和改进无限系统的有限抽象。我们推导了保证无限系统等同物的条件及其关于特定时间逻辑公式的有限抽象的,并提出旨在构建这种配方当量抽象的方法。我们表明,可以使用多面体操作和有限图分析来实现所提出的程序。虽然过度正确,但整体方法是保守和昂贵的。所提出的算法已经实现为可用于下载的软件工具。包括PWA基因网络模型的说明性示例。

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