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Automatic Qualitative Modeling of Dynamic Physical Systems

Author(s)
Amsterdam, Jonathan
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Abstract
This report describes MM, a computer program that can model a variety of mechanical and fluid systems. Given a system's structure and qualitative behavior, MM searches for models using an energy-based modeling framework. MM uses general facts about physical systems to relate behavioral and model properties. These facts enable a more focussed search for models than would be obtained by mere comparison of desired and predicted behaviors. When these facts do not apply, MM uses behavior-constrained qualitative simulation to verify candidate models efficiently. MM can also design experiments to distinguish among multiple candidate models.
Date issued
1993-01-01
URI
http://hdl.handle.net/1721.1/6793
Other identifiers
AITR-1412
Series/Report no.
AITR-1412
Keywords
qualitative reasoning, automated modeling, system dynamics

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