A constraint-based framework for incorporating a priori knowledge into fuzzy modelling

@article{Lai2008ACF,
  title={A constraint-based framework for incorporating a priori knowledge into fuzzy modelling},
  author={K. Robert Lai and Yi-Yuan Chiang},
  journal={2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence)},
  year={2008},
  pages={1811-1817}
}
Incorporation of various sources of a priori knowledge into data-driven fuzzy modelling is an important task. But a major problem with current approaches is that they are mostly problem-specific and lacking an effective framework to bring different sources of knowledge into the task of modelling. In this paper, we propose a constraint-based framework for the incorporation of a priori knowledge into data-driven-based fuzzy modelling. We first investigate a logical taxonomy of background… CONTINUE READING