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Statements

Subject Item
n2:RIV%2F00216305%3A26230%2F12%3APR26519%21RIV13-GA0-26230___
rdf:type
n3:Vysledek skos:Concept
rdfs:seeAlso
http://merlin.fit.vutbr.cz/gpgpu/form.php?CODE=44
dcterms:description
This package contains an efficient 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 library. It is possible to be run on clusters of workstations or servers as well as on a single multi-core 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 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 library. It is possible to be run on clusters of workstations or servers as well as on a single multi-core 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
dcterms:title
MPI Island-based CPU Implementation of GA Running the Knapsack Benchmark MPI Island-based CPU Implementation of GA Running the Knapsack Benchmark
skos:prefLabel
MPI Island-based CPU Implementation of GA Running the Knapsack Benchmark MPI Island-based CPU Implementation of GA Running the Knapsack Benchmark
skos:notation
RIV/00216305:26230/12:PR26519!RIV13-GA0-26230___
n3:predkladatel
n17:orjk%3A26230
n4:aktivita
n10:P n10:Z
n4:aktivity
P(GAP103/10/1517), Z(MSM0021630528)
n4:dodaniDat
n14:2013
n4:domaciTvurceVysledku
n15:2457652
n4:druhVysledku
n9:R
n4:duvernostUdaju
n21:S
n4:ekonomickeParametry
Produkt se poskytuje zdarma na základě uvedené licenční smlouvy.
n4:entitaPredkladatele
n13:predkladatel
n4:idSjednocenehoVysledku
152250
n4:idVysledku
RIV/00216305:26230/12:PR26519
n4:interniIdentifikace
MPIGA 1.0
n4:jazykVysledku
n11:eng
n4:klicovaSlova
Genetic Algorithm, Island model, Knapsack, MPI, SSE instructions
n4:klicoveSlovo
n7:MPI n7:SSE%20instructions n7:Island%20model n7:Knapsack n7:Genetic%20Algorithm
n4:kontrolniKodProRIV
[06269A6C473A]
n4:obor
n5:JC
n4:pocetDomacichTvurcuVysledku
1
n4:pocetTvurcuVysledku
1
n4:projekt
n6:GAP103%2F10%2F1517
n4:rokUplatneniVysledku
n14:2012
n4:technickeParametry
Tento software byl implementován v jazyce C++ s využitím knihovny pro paralelní programování MPI 1.5.4. 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
n4:tvurceVysledku
Jaroš, Jiří
n4:vlastnik
n13:vlastnikVysledku
n4:vyuzitiJinymSubjektem
n16:N
n4:zamer
n18:MSM0021630528
n19:organizacniJednotka
26230