Generative Capacities of Cellular Automata Codification for Evolution of NN Codification

نویسندگان

  • Germán Gutiérrez
  • Inés María Galván
  • José M. Molina López
  • Araceli Sanchis
چکیده

Automatic methods for designing artificial neural nets are desired to avoid the laborious and erratically human expert’s job. Evolutionary computation has been used as a search technique to find appropriate NN architectures. Direct and indirect encoding methods are used to codify the net architecture into the chromosome. A reformulation of an indirect encoding method, based on two bi-dimensional cellular automata, and its generative capacity are presented.

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تاریخ انتشار 2002