Causality checking for complex system models

Leitner-Fischer, Florian; Leue, Stefan

Causality checking for complex system models

Dateien

Leue_212906.pdfGröße: 766.06 KBDownloads: 397

Datum

2012

Autor:innen

Leitner-Fischer, Florian

Leue, Stefan

Schriftenreihe

Technical Report, Chair for Software Engineering, University of Konstanz ; soft-12-02

URI (zitierfähiger Link)

http://nbn-resolving.de/urn:nbn:de:bsz:352-212906

Link zur Lizenz

Urheberrechtlich geschützt

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Working Paper/Technical Report

Publikationsstatus

Published

Zusammenfassung

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.

Fachgebiet (DDC)

004 Informatik

Zitieren

ISO 690

LEITNER-FISCHER, Florian, Stefan LEUE, 2012. Causality checking for complex system models

BibTex

@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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Universitätsbibliographie

Ja