Causality checking for complex system models

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2012
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Technical Report, Chair for Software Engineering, University of Konstanz ; soft-12-02
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We present an approach for the algorithmic computation of causalities in system models that we refer to as causality checking. We are basing our notion of causality on counterfactual reasoning, in particular using the structural equation model approach by Halpern and Pearl that we recently have extended to reason about computational models. In this paper we present a search-based on-the-fly approach that nicely integrates into nite state veri cation techniques, such as explicit-state model checking. We demonstrate the applicability of our approach using an industrial case study.

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ISO 690LEITNER-FISCHER, Florian, Stefan LEUE, 2012. Causality checking for complex system models
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@techreport{LeitnerFischer2012Causa-21290,
  year={2012},
  series={Technical Report, Chair for Software Engineering, University of Konstanz ; soft-12-02},
  title={Causality checking for complex system models},
  author={Leitner-Fischer, Florian and Leue, Stefan}
}
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