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计算机科学 2006
Construction and Application of the Models in Model-Based Diagnoses
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Abstract:
In model based diagnoses,the models act as very important roles,which qualities effect the precision and effi- ciency of diagnosis so much that diagnosis model research becomes a hot problem for the AI researchers.Model-based diagnosis methods and some new research results in the field are completely summarized.Especially,the research results about models construction in diagnosis are mainly introduced,which include Hierarchical model-based diagnosisbased on structural abstraction,History reconstruction based on state transitions,Task-dependent qualitative domain ahstrac- tion and Model-based diagnosis based on process algebras,etc.Furthermore,some new ideas about the diagnosis model construction are proposed.