Combining GP operators with SA search to evolve fuzzy rule based classifiers

@article{Snchez2001CombiningGO,
  title={Combining GP operators with SA search to evolve fuzzy rule based classifiers},
  author={Luciano S{\'a}nchez and In{\'e}s Couso and Jos{\'e} A. Corrales},
  journal={Inf. Sci.},
  year={2001},
  volume={136},
  pages={175-191}
}
The genotype±phenotype encoding of fuzzy rule bases in GA, along with their corresponding crossover and mutation operators, can be used by other search schemes, improving the behavior of these last ones. As a practical consequence of this, a simulated annealing-based method for inducting both parameters and structure of a fuzzy classi®er has been developed. The adjacency operator in SA has been replaced with a macromutation taken from tree-shaped genotype GAs. We will show that results of SA… CONTINUE READING
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