2002 · 33 citations · 9 references
Artificial IntelligenceEngineeringModel-based ReasoningComplex SystemsIntelligent SystemsKnowledge-based ReasoningFunctional PerspectiveSocial SciencesReliability EngineeringFailure AnalysisKnowledge EngineeringSystems EngineeringModeling And SimulationReliabilityKnowledge RepresentationCognitive ScienceSystems AnalysisFunctional ReasoningFunctional RepresentationReasoning SystemExpert SystemsFormal ModelingDesignComputer ScienceExpert SystemKnowledge BaseAutomated ReasoningAutomationFailure Modes
The issue of representing the knowledge of how systems work is approached from a functional perspective. A knowledge base organized around a functional representation provides the inference procedure with a focus of attention directed toward expected goals, and guides the reasoning process in determining the effects of a system's failure modes. The functional representation described includes relationships to more detailed schemes, including numerical techniques and qualitative simulations of the causal behavior of systems. A functional representation is domain-general in that functional primitives provide a language more general than any one system being modeled. The blackboard framework is proposed as a comprehensive problem-solving architecture for integrating the functional approach with other simulation and representation techniques.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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Benjamin Kuipers · Artificial Intelligence · 1986 · 1.4K citations
Johan de Kleer · Artificial Intelligence · 1984 · 255 citations
A model for functional reasoning in design
Peter Freeman, Allen Newell · Figshare · 2011 · 121 citations · Full text