Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization

@article{Cococcioni2008ComplexityRO,
  title={Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization},
  author={Marco Cococcioni and Luca Foschini and Beatrice Lazzerini and Francesco Marcelloni},
  journal={2008 IEEE International Conference on Systems, Man and Cybernetics},
  year={2008},
  pages={1782-1787}
}
In this paper, we propose an approach to complexity reduction of Mamdani-type fuzzy rule-based systems (FRBSs) based on removing logical redundancies. We first generate an FRBS from data by applying a simplified version of the well-known Wang and Mendel method. Then, we represent the FRBS as a multi-valued logic relation. Finally, we apply MVSIS, a tool for… CONTINUE READING