Synthesis of digital circuits with genetic algorithms: A fractional-order approach

This paper analyses the performance of a genetic algorithm using a new concept, namely a fractional-order dynamic fitness function, for the synthesis of combinational logic circuits. The experiments reveal superior results in terms of speed and convergence to achieve a solution.

Detalhes bibliográficos
Autor principal: Reis, Cecília (author)
Outros Autores: Tenreiro Machado, J. A. (author), Cunha, J. Boaventura (author)
Formato: article
Idioma:eng
Publicado em: 2019
Assuntos:
Texto completo:http://hdl.handle.net/10400.22/13488
País:Portugal
Oai:oai:recipp.ipp.pt:10400.22/13488
Descrição
Resumo:This paper analyses the performance of a genetic algorithm using a new concept, namely a fractional-order dynamic fitness function, for the synthesis of combinational logic circuits. The experiments reveal superior results in terms of speed and convergence to achieve a solution.