GPFIS-Control: A fuzzy Genetic model for Control tasks

@article{Koshiyama2014GPFISControlAF,
  title={GPFIS-Control: A fuzzy Genetic model for Control tasks},
  author={Adriano Soares Koshiyama and Tatiana Escovedo and Marley M. B. R. Vellasco and Ricardo Tanscheit},
  journal={2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)},
  year={2014},
  pages={1953-1959}
}
This work presents a Genetic Fuzzy Controller (GFC), called Genetic Programming Fuzzy Inference System for Control tasks (GPFIS-Control). It is based on Multi-Gene Genetic Programming, a variant of canonical Genetic Programming. The main characteristics and concepts of this approach are described, as well as its distinctions from other GFCs. Two benchmarks application of GPFIS-Control are considered: the Cart-Centering Problem and the Inverted Pendulum. In both cases results demonstrate the… CONTINUE READING