HITTING the Diagnosis

نویسندگان
چکیده

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Hitting set algorithms for model-based diagnosis

The primary computational bottleneck of many model-based diagnosis approaches is a hitting set algorithm. The algorithm is used to find diagnoses which explain all observed discrepancies (represented as conflicts). This paper presents a revised hitting set algorithm which can efficiently identify a single minimum cardinality diagnosis of a set of conflicts. Used in an anytime framework it can p...

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Model-Based Diagnosis techniques have been successfully applied to support a variety of fault-localization tasks both for hardware and software artifacts. In many applications, Reiter’s hitting set algorithm has been used to determine the set of all diagnoses for a given problem. In order to construct the diagnoses with increasing cardinality, Reiter proposed a breadth-first search scheme in co...

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ژورنال

عنوان ژورنال: American Journal of Clinical Pathology

سال: 2018

ISSN: 0002-9173,1943-7722

DOI: 10.1093/ajcp/aqy040