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Description
  • Genetic and evolutionary algorithms have been used to find clusters in data with success. Unfortunately, evolutionary clustering suffers from the high computational costs when it comes to fitness function evaluation. The GPU computing is a recent programming and development paradigm introducing high performance parallel computing to general audience. This study presents a design, implementation, and evaluation of a genetic algorithm for density based clustering for the nVidia CUDA platform.
  • Genetic and evolutionary algorithms have been used to find clusters in data with success. Unfortunately, evolutionary clustering suffers from the high computational costs when it comes to fitness function evaluation. The GPU computing is a recent programming and development paradigm introducing high performance parallel computing to general audience. This study presents a design, implementation, and evaluation of a genetic algorithm for density based clustering for the nVidia CUDA platform. (en)
Title
  • GPU accelerated genetic clustering
  • GPU accelerated genetic clustering (en)
skos:prefLabel
  • GPU accelerated genetic clustering
  • GPU accelerated genetic clustering (en)
skos:notation
  • RIV/61989100:27240/12:86084885!RIV13-MPO-27240___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(FR-TI1/420)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...dnocenehoVysledku
  • 138333
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/12:86084885
http://linked.open...riv/jazykVysledku
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  • acceleration; CUDA; GPU; clustering; genetic algorithms (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [4C3CB204A4F4]
http://linked.open...v/mistoKonaniAkce
  • Hanoi
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • Lecture Notes in Computer Science. Volume 7673
http://linked.open...in/vavai/riv/obor
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
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  • Krömer, Pavel
  • Platoš, Jan
  • Snášel, Václav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-34859-4_41
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  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-34858-7
http://localhost/t...ganizacniJednotka
  • 27240
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