About: MPI Island-based GPU Implementation of 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=483
Description	This package contains an efficient GPU implementation of the island based Genetic Algorithm. This GA solves the knapsack problem without any restrictions on the problem size (tested up to 100k items). The implementation is written in C++ utilising MPI and CUDA library. It is possible to be run on clusters of workstations or servers equipped with one or more GPUs as well as on a single multi-GPU machine. The performance of the implementation, the quality of produced results as well as the idea of implementation is explained in Jaros, J.: Multi-GPU Island-Based Genetic Algorithm Solving the Knapsack Problem, In: 2012 IEEE World Congress on Computational Intelligence, CA, US, IEEE, 2012, s. 217-224, ISBN 978-1-4673-1508-1 This package contains an efficient GPU implementation of the island based Genetic Algorithm. This GA solves the knapsack problem without any restrictions on the problem size (tested up to 100k items). The implementation is written in C++ utilising MPI and CUDA library. It is possible to be run on clusters of workstations or servers equipped with one or more GPUs as well as on a single multi-GPU machine. The performance of the implementation, the quality of produced results as well as the idea of implementation is explained in Jaros, J.: Multi-GPU Island-Based Genetic Algorithm Solving the Knapsack Problem, In: 2012 IEEE World Congress on Computational Intelligence, CA, US, IEEE, 2012, s. 217-224, ISBN 978-1-4673-1508-1 (en)
Title	MPI Island-based GPU Implementation of GA Running the Knapsack Benchmark MPI Island-based GPU Implementation of GA Running the Knapsack Benchmark (en)
skos:prefLabel	MPI Island-based GPU Implementation of GA Running the Knapsack Benchmark MPI Island-based GPU Implementation of GA Running the Knapsack Benchmark (en)
skos:notation	RIV/00216305:26230/12:PR26521!RIV13-GA0-26230___
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	152251
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/12:PR26521
http://linked.open...terniIdentifikace	MPIGPUGA 1.0
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic Algorithm, Island model, Knapsack, MPI, GPU, CUDA, SSE instructions (en)
http://linked.open.../riv/klicoveSlovo	Genetic Algorithm CUDA Knapsack MPI SSE instructions GPU Island model
http://linked.open...ontrolniKodProRIV	[24D8A91A5E15]
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++ s využitím knihovny pro paralelní programování MPI 1.5.4 a CUDA 4.1. Nástroj dále využívá 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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