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Narrowing Operators on Template Abstract Domains

机译:在模板摘要域上的缩小运算符

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In the theory of abstract interpretation, a descending phase may be used to improve the precision of the analysis after a post-fixpoint has been reached. Termination is often guaranteed by using narrowing operators. This is especially true on numerical domains, since they are generally endowed with infinite descending chains which may lead to a non-terminating descending phase in the absence of narrowing. We provide an abstract semantics which improves the analysis precision and shows that, for a large class of numerical abstract domains over integer variables (such as intervals, octagons and template polyhedra), it is possible to avoid infinite descending chains and omit narrowing. Moreover, we propose a new family of narrowing operators for real variables which improves the analysis precision.
机译:在抽象解释理论中,可以使用下降阶段来改善达到固定点后分析的精度。使用缩小运营商通常保证终止。在数值域中尤其如此,因为它们通常赋予无限下降的链,这可能导致在没有变窄的情况下导致非终止下降阶段。我们提供了一种提高分析精度的抽象语义,并表明,对于整数变量的大类数值抽象域(例如间隔,八角形和模板多面体),可以避免无限下降和省略缩小。此外,我们为真实变量提出了一个新的狭窄运营商,这提高了分析精度。

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