Author(s):
Reis, Cecília 
; Machado, J. A. Tenreiro ; Cunha, J. Boaventura
Date: 2007
Persistent ID: http://hdl.handle.net/10400.22/4446
Origin: Repositório Científico do Instituto Politécnico do Porto
Document details
A fractional calculus perspective in the evolutionary design of combinational c...
Description
This paper analyses the performance of a genetic algorithm (GA) in the synthesis of digital circuits using two novel approaches. The first concept consists in improving the static fitness function by including a discontinuity evaluation. The measure of variability in the error of the Boolean table has similarities with the function continuity issue in classical calculus. The second concept extends the static fitness by introducing a fractional-order dynamical evaluation.
This paper analyses the performance of a genetic algorithm (GA) in the synthesis of digital circuits using two novel approaches. The first concept consists in improving the static fitness function by including a discontinuity evaluation. The measure of variability in the error of the Boolean table has similarities with the function continuity issue in classical calculus. The second concept extends the static fitness by introducing a fractional-order dynamical evaluation.
Document Type
Part of book or chapter of book
Language English
Language English
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