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Extensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints

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    SYSNO ASEP0360899
    Document TypeC - Proceedings Paper (int. conf.)
    R&D Document TypeConference Paper
    TitleExtensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints
    Author(s) Lín, Václav (UTIA-B)
    Number of authors1
    Source TitleSymbolic and Quantitative Approaches to Reasoning with Uncertainty. - Heidelberg : Springer, 2011 / Liu W. - ISSN 0302-9743 - ISBN 978-3-642-22151-4
    Pagess. 206-216
    Number of pages11 s.
    ActionSymbolic and Quantitative Approaches to Reasoning with Uncertainty 11th European Conference
    Event date29.06.2011-01.07.2011
    VEvent locationBelfast
    CountryGB - United Kingdom
    Event typeWRD
    Languageeng - English
    CountryDE - Germany
    KeywordsComputational Complexity ; Decision-Theoretic Troubleshooting ; Scheduling
    Subject RIVIN - Informatics, Computer Science
    R&D Projects1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
    GEICC/08/E010 GA ČR - Czech Science Foundation (CSF)
    CEZAV0Z10750506 - UTIA-B (2005-2011)
    AnnotationIn decision-theoretic troubleshooting, we try to find a cost efficient repair strategy for a malfunctioning device described by a formal model. The need to schedule repair actions under uncertainty has required the researchers to use an appropriate knowledge representation formalism, often a probabilistic one. We show that two troubleshooting scenarios — Troubleshooting with Postponed System Test and Troubleshooting with Cost Clusters without Inside Information —are NP-hard. Also, we define a troubleshooting scenario with precedence restrictions on the repair actions.
    WorkplaceInstitute of Information Theory and Automation
    ContactMarkéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
    Year of Publishing2012
Number of the records: 1  

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