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

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://dx.doi.org/10.1109/ICES.2014.7008726
Description	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. 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. (en)
Title	Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays (en)
skos:prefLabel	Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays Evolutionary Digital Circuit Design with Fast Candidate Solution Establishment in Field Programmable Gate Arrays (en)
skos:notation	RIV/00216305:26230/14:PU111908!RIV15-GA0-26230___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA14-04197S)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Sekanina, Lukáš Dobai, Roland
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	15599
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/14:PU111908
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	evolutionary design, mutation, reconfiguration, image filters, Zynq. (en)
http://linked.open.../riv/klicoveSlovo	evolutionary design mutation reconfiguration Zynq. image filters
http://linked.open...ontrolniKodProRIV	[41DE01E6E0AB]
http://linked.open...v/mistoKonaniAkce	Orlando
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	2014 IEEE International Conference on Evolvable Systems Proceedings
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Advanced Methods for Evolutionary Design of Complex Digital Circuits
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Sekanina, Lukáš Glette, Kyrre Dobai, Roland Torresen, Jim
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-12-09 (xsd:date)
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/ICES.2014.7008726
http://purl.org/ne...btex#hasPublisher	Institute of Electrical and Electronics Engineers
https://schema.org/isbn	978-1-4799-4480-4
http://localhost/t...ganizacniJednotka	26230

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