QPC: A Compiler from Physical Models into Qualitative Differential Equations

Qualitative reasoning can, and should, be decomposed into a model-building task, which creates a qualitative differential equation (QDE) as a model of a physical situation, and a qualitative simulation task, which starts with a QDE . and predicts the possible behaviors following from the model . In support of this claim, we present QPC, a model builder that takes the general approach of Qualitative Process Theory [Forbus, 1984], describing a scenario in terms of views, processes, and influences . However, QPC builds QDEs for simulation by QSIM, which gives it access to a variety of mathematical advances in qualitative simulation incorporated in QSIAI . We present QPC and its approach to Qualitative Process Theory, provide an example of building and simulating a model of a non-trivial mechanism, and compare the representation and implementation decisions underlying QPC with those of QPE [Falkenhainer and Forbus . 1988 : Forbus. 1990] .

• Type: Conference
• Year: 1990
• Where: AAAI
• Authors: James M. Crawford, Adam Farquhar, Benjamin Kuipers
• Keywords: AAAI 1990, Intelligent Agents, Qualitative Process Theory, Qualitative Simulation, Qualitative Simulation Task