Evolving Fuzzy-Model-Based Design of Experiments With Supervised Hierarchical Clustering

@article{Skrjanc2015EvolvingFD,
  title={Evolving Fuzzy-Model-Based Design of Experiments With Supervised Hierarchical Clustering},
  author={Igor Skrjanc},
  journal={IEEE Transactions on Fuzzy Systems},
  year={2015},
  volume={23},
  pages={861-871}
}
This paper presents a new approach to design of experiments (DoE), based on an evolving fuzzy model structure and a supervised hierarchical clustering algorithm. DoE is the field that deals with the problem of how to design the most optimal and economic experimentation. The goal is to identify a highly nonlinear and possibly high-dimensional system… CONTINUE READING