GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training

  title={GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training},
  author={Vicente G{\'o}mez-Garay and Eloy Irigoyen and Fernando Artaza},
Genetic Algorithms have been used from 1989 for both Neural Network training and design Nevertheless, the use of a Genetic Algorithm for adjusting the Neural Network parameters can still be engaging This work presents the study and validation of a different approach to this matter by introducing a Genetic Algorithm designed for Neural Network training This algorithm features a mutation operator capable of working on three levels (network, neuron and layer) and with the mutation parameters… CONTINUE READING

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