A New Prediction Model Based on Belief Rule Base for System's Behavior Prediction

@article{Si2011ANP,
  title={A New Prediction Model Based on Belief Rule Base for System's Behavior Prediction},
  author={Xiaosheng Si and Chang-Hua Hu and Jian-Bo Yang and Zhi-Jie Zhou},
  journal={IEEE Transactions on Fuzzy Systems},
  year={2011},
  volume={19},
  pages={636-651}
}
In engineering practice, a system's behavior constantly changes over time. To predict the behavior of a complex engineering system, a model can be built and trained using historical data. This paper addresses the forecasting problems with a belief rule base (BRB) to trace and predict system performance in a more interpretable and transparent way. More precisely, it extends the BRB method to handle a system's behavior prediction, and a new prediction model based on BRB is presented, which can… CONTINUE READING
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