Title :
Fast detection of active genes in Cartesian Genetic Programming
Author_Institution :
Regional Innovation Centre for Electr. Eng., Univ. of West Bohemia, Pilsen, Czech Republic
Abstract :
This paper deals with the implementation of fast active genes detector by an FPGA device. The author introduces the modular structure that determines active genes in genotypes of Cartesian Genetic Programming. The use of the detector is suitable if the l-back parameter takes value of 1 or 2. The paper also discusses timing performance. The introduced active genes detector can be used for the reduction of fitness calculations in Cartesian Genetic Programming.
Keywords :
field programmable gate arrays; genetic algorithms; performance evaluation; active genes; active genes detector; cartesian genetic programming; fast detection; modular structure; Algorithm design and analysis; Biological cells; Decoding; Detectors; Feeds; Field programmable gate arrays; Genetic programming; Active genes; CGP; Cartesian Genetic Programming; Evolutionary Circuit Design; Evolvable Hardware; FPGA;
Conference_Titel :
Signals and Electronic Systems (ICSES), 2014 International Conference on
Conference_Location :
Poznan
DOI :
10.1109/ICSES.2014.6948721
