Monotone Pieces Analysis for Qualitative Modeling

  title={Monotone Pieces Analysis for Qualitative Modeling},
  author={Yuhong Yan and Daniel Lemire and Martin Brooks},
It is a crucial task to build qualitative models of industrial applications for model-based diagnosis. A Model Abstraction procedure is designed to automatically transform a quantitative model into qualitative model. If the data is monotone, the behavior can be easily abstracted using the corners of the bounding rectangle. Hence, many existing model abstraction approaches rely on monotonicity. But it is not a trivial problem to robustly detect monotone pieces from scattered data obtained by… CONTINUE READING


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