About: GPGPU implementation of the GA running the knapsack benchmark

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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://merlin.fit.vutbr.cz/gpgpu/form.php?CODE=642
Description	This package contains two implementations of the standard Genetic Algorithm. Both implementations solve the Knapsack problem. The CPU implementation exploits multi-core CPUs with SSE instruction while the GPU version is targeted on NVIDIA Fermi GPUs. The performance of both implementation, the quality of produced results as well as the idea of implementation is explained in Jaros, J., Pospichal, P.: A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark, In: Applications of Evolutionary Computation, Heidelberg, DE, Springer, 2012, p. 426-435, ISBN 978-3-642-29177-7 This package contains two implementations of the standard Genetic Algorithm. Both implementations solve the Knapsack problem. The CPU implementation exploits multi-core CPUs with SSE instruction while the GPU version is targeted on NVIDIA Fermi GPUs. The performance of both implementation, the quality of produced results as well as the idea of implementation is explained in Jaros, J., Pospichal, P.: A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark, In: Applications of Evolutionary Computation, Heidelberg, DE, Springer, 2012, p. 426-435, ISBN 978-3-642-29177-7 (en)
Title	GPGPU implementation of the GA running the knapsack benchmark GPGPU implementation of the GA running the knapsack benchmark (en)
skos:prefLabel	GPGPU implementation of the GA running the knapsack benchmark GPGPU implementation of the GA running the knapsack benchmark (en)
skos:notation	RIV/00216305:26230/12:PR25940!RIV13-GA0-26230___
http://linked.open...avai/predkladatel	Fakulta informačních technologií
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GAP103/10/1517), Z(MSM0021630528)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Jaroš, Jiří
http://linked.open.../riv/druhVysledku	R - Software
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...onomickeParametry	Produkt se poskytuje zdarma na základě uvedené licenční smlouvy.
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	138328
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/12:PR25940
http://linked.open...terniIdentifikace	GPUGA 1.0
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic Algorithm, Knapsack, multicore CPU, Graphics Accelerators GPU, SSE instructions, OpenMP. (en)
http://linked.open.../riv/klicoveSlovo	Genetic Algorithm Graphics Accelerators GPU Knapsack OpenMP. SSE instructions multicore CPU
http://linked.open...ontrolniKodProRIV	[5C620FA92B5F]
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Natural Computing on Unconventional Platforms
http://linked.open...UplatneniVysledku	2012
http://linked.open...echnickeParametry	Tento software byl implementován v jazyce C++ a Nvidia CUDA 4.0. Nástroj dále využívá knihovny OpenMP a instrukcí SSE verze 4.1. Může být kompilován pod operačním systémem Linux (testováno na Ubuntu 10.04 LTS). Doporučená verze kompilátoru je GNU g++ 4.4
http://linked.open...iv/tvurceVysledku	Jaroš, Jiří
http://linked.open...avai/riv/vlastnik	Vysoké učení technické v Brně
http://linked.open...itiJinymSubjektem	N - Nabytí licence není nutné (výsledek není licencován)
http://linked.open...n/vavai/riv/zamer	Výzkum informačních technologií z hlediska bezpečnosti
http://localhost/t...ganizacniJednotka	26230

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