Survey on Directed Model Checking

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2009
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Edelkamp, Stefan
Schuppan, Viktor
Bo nački, Dragan
Wijs, Anton
Fehnker, Ansgar
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PELED, Doron A., ed., Michael J. WOOLDRIDGE, ed.. Model Checking and Artificial Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 65-89. Lecture Notes in Computer Science. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-642-00430-8. Available under: doi: 10.1007/978-3-642-00431-5_5
Zusammenfassung

This article surveys and gives historical accounts to the algorithmic essentials of 'directed model checking', a promising bug-hunting technique to mitigate the state explosion problem. In the enumeration process, successor selection is prioritized. We discuss existing guidance and methods to automatically generate them by exploiting system abstractions. We extend the algorithms to feature partial-order reduction and show how liveness problems can be adapted by lifting the search space. For deterministic, finite domains we instantiate the algorithms to directed symbolic, external and distributed search. For real-time domains we discuss the adaption of the algorithms to timed automata and for probabilistic domains we show the application to counterexample generation. Last but not least, we explain how directed model checking helps to accelerate finding solutions to scheduling problems.

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ISO 690EDELKAMP, Stefan, Viktor SCHUPPAN, Dragan BO NAČKI, Anton WIJS, Ansgar FEHNKER, Husain ALJAZZAR, 2009. Survey on Directed Model Checking. In: PELED, Doron A., ed., Michael J. WOOLDRIDGE, ed.. Model Checking and Artificial Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 65-89. Lecture Notes in Computer Science. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-642-00430-8. Available under: doi: 10.1007/978-3-642-00431-5_5
BibTex
@inproceedings{Edelkamp2009Surve-6321,
  year={2009},
  doi={10.1007/978-3-642-00431-5_5},
  title={Survey on Directed Model Checking},
  isbn={978-3-642-00430-8},
  issn={0302-9743},
  publisher={Springer Berlin Heidelberg},
  address={Berlin, Heidelberg},
  series={Lecture Notes in Computer Science},
  booktitle={Model Checking and Artificial Intelligence},
  pages={65--89},
  editor={Peled, Doron A. and Wooldridge, Michael J.},
  author={Edelkamp, Stefan and Schuppan, Viktor and Bo nački, Dragan and Wijs, Anton and Fehnker, Ansgar and Aljazzar, Husain}
}
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