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Marrone navy center for applied research in artificial intelligence u. Aug 30, 2014 modelbased reasoning a modelbased system is based on a model of the structure and behavior of the device that the system is designed to simulate used for well structured problems not for stock pricingmodeling, not well structured engineering problems ex. An important book for cat exams but this book is also helpful for all other major management exams. Why model based diagnosis familiar task that people do well compared to heuristic classification dont need new rule set needed for each device. That simple observation underlies some of the considerable interest generated in recent years on the topic of model based reasoning, particularly its application to diagnosis and troubleshooting. Download model based reasoning in scientific discovery books, the volume is based on the papers that were presented at the interna tional conference modelbased reasoning in scientific discovery mbr98, held at the collegio ghislieri, university of pavia, pavia, italy, in december 1998. Component behaviors are usually explicit, as are the paths by which they interact. This paper discusses the principles of belief revision and their application to reasoning in model based systems for diagnosis and repair. This paper surveys a selection of semanticallyguided or modelbased methods that aim at meeting aspects of this challenge.
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