P-stable abstractions of hybrid systems

Software and Systems Modeling(2024)

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摘要
Stability is a fundamental requirement of dynamical systems. Most of the works concentrate on verifying stability for a given stability region. In this paper, we tackle the problem of synthesizing ℙ - stable abstractions . Intuitively, the ℙ -stable abstraction of a dynamical system characterizes the transitions between stability regions in response to external inputs. The stability regions are not given—rather, they are synthesized as their most precise representation with respect to a given set of predicates ℙ . A ℙ -stable abstraction is enriched by timing information derived from the duration of stabilization. We implement a synthesis algorithm in the framework of Abstract Interpretation that allows different degrees of approximation. We show the representational power of ℙ -stable abstractions that provide a high-level account of the behavior of the system with respect to stability, and we experimentally evaluate the effectiveness of the algorithm in synthesizing ℙ -stable abstractions for significant systems.
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关键词
ℙ -stable abstraction,Hybrid systems,Reverse engineering Abstract Interpretation,Predicate abstraction,Run-to-completion
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