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P-stable abstractions of hybrid systems

  • Anna Becchi,
  • Alessandro Cimatti,
  • Enea Zaffanella

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 \({\mathbb {P}}\) P -stable abstractions. Intuitively, the \({\mathbb {P}}\) 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 \({\mathbb {P}}\) P . A \({\mathbb {P}}\) 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 \({\mathbb {P}}\) 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 \({\mathbb {P}}\) P -stable abstractions for significant systems.