Automated Modeling of Complex Systems to Answer Prediction Questions

@article{Rickel1997AutomatedMO,
  title={Automated Modeling of Complex Systems to Answer Prediction Questions},
  author={Jeff Rickel and Bruce W. Porter},
  journal={Artif. Intell.},
  year={1997},
  volume={93},
  pages={201-260}
}
A question about the behavior of a complex, physical system can be answered by simulating the system-the challenge is building a model of the system that is approp~ate for answering the question. If the model omits relevant aspects of the system, the predicted behavior may be wrong. If, on the other hand, the model includes many aspects that are irrelevant to the question, it may be difficult to simulate and explain. The leading approach to automated modeling, “compositional modeling… CONTINUE READING

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Automated Qualitative Modeling of Dynamic Physical Systems

  • Jonathan Amsterdam
  • PhD thesis, Arti cial Intelligence Laboratory…
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