Detail publikačního výsledku

Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays

DOBAI, R.; GLETTE, K.; TORRESEN, J.; SEKANINA, L.

Originální název

Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays

Anglický název

Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt


Field programmable gate arrays (FPGAs) are a popular platform for evolving digital circuits. FPGAs allow to be reconfigured partially which provides a natural way of establishing candidate solutions. Recent research focuses on the hardware implementation of evolutionary design platforms. Several approaches were developed for effective implementation of candidate solutions in FPGAs. In this paper a new mutation operator is proposed for evolutionary algorithms. The chromosome representing the candidate solution is mutated in such a way that only one configuration frame is required for establishing the mutated candidate solution in hardware. The experimental results confirmed that the reduced number of configuration frames and mutations at lower level of granularity ensure faster evolution, generation of more candidate solutions in a given time and solutions with better quality.

Anglický abstrakt


Field programmable gate arrays (FPGAs) are a popular platform for evolving digital circuits. FPGAs allow to be reconfigured partially which provides a natural way of establishing candidate solutions. Recent research focuses on the hardware implementation of evolutionary design platforms. Several approaches were developed for effective implementation of candidate solutions in FPGAs. In this paper a new mutation operator is proposed for evolutionary algorithms. The chromosome representing the candidate solution is mutated in such a way that only one configuration frame is required for establishing the mutated candidate solution in hardware. The experimental results confirmed that the reduced number of configuration frames and mutations at lower level of granularity ensure faster evolution, generation of more candidate solutions in a given time and solutions with better quality.

Klíčová slova

evolutionary design, mutation, reconfiguration, image filters, Zynq.

Klíčová slova v angličtině

evolutionary design, mutation, reconfiguration, image filters, Zynq.

Autoři

DOBAI, R.; GLETTE, K.; TORRESEN, J.; SEKANINA, L.

Rok RIV

2017

Vydáno

09.12.2014

Nakladatel

Institute of Electrical and Electronics Engineers

Místo

Piscataway

ISBN

978-1-4799-4480-4

Kniha

2014 IEEE International Conference on Evolvable Systems Proceedings

Strany od

85

Strany do

92

Strany počet

6

URL

http://dx.doi.org/10.1109/ICES.2014.7008726

BibTex

@inproceedings{BUT111483,
  author="Roland {Dobai} and Kyrre {Glette} and Jim {Torresen} and Lukáš {Sekanina}",
  title="Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays",
  booktitle="2014 IEEE International Conference on Evolvable Systems Proceedings",
  year="2014",
  pages="85--92",
  publisher="Institute of Electrical and Electronics Engineers",
  address="Piscataway",
  doi="10.1109/ICES.2014.7008726",
  isbn="978-1-4799-4480-4",
  url="http://dx.doi.org/10.1109/ICES.2014.7008726"
}