Metric spaces and termination analyses

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Abstract

We present a framework for defining abstract interpreters for liveness properties, in particular program termination. The framework makes use of the theory of metric spaces to define a concrete semantics, relates this semantics with the usual order-theoretic semantics of abstract interpretation, and identifies a set of conditions for determining when an abstract interpreter is sound for analysing liveness properties. Our soundness proof of the framework is based on a novel relationship between unique fixpoints in metric semantics and post-fixpoints computed by abstract interpreters. We illustrate the power of the framework by providing an instance that can automatically prove the termination of programs with general (not necessarily tail) recursion. © 2010 Springer-Verlag.

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Chawdhary, A., & Yang, H. (2010). Metric spaces and termination analyses. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6461 LNCS, pp. 156–171). https://doi.org/10.1007/978-3-642-17164-2_12

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