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Description
  • Neural network (NN) model with a special type of data flow is used to separate ttjj background from H-->bb events. A genetic algorithm principles are used to tune parameters of NN in order to optimize the final NN performance. Our results show that NN filters can be used to emphasize shape of M_bb distribution for events accepted by filter. This improvement can be used as a criterion of existence of Higgs boson decay in considered data.
  • Neural network (NN) model with a special type of data flow is used to separate ttjj background from H-->bb events. A genetic algorithm principles are used to tune parameters of NN in order to optimize the final NN performance. Our results show that NN filters can be used to emphasize shape of M_bb distribution for events accepted by filter. This improvement can be used as a criterion of existence of Higgs boson decay in considered data. (en)
Title
  • Application of Neural Networks Optimized by Genetic Algorithms to Higgs Bosson Search.
  • Application of Neural Networks Optimized by Genetic Algorithms to Higgs Bosson Search. (en)
skos:prefLabel
  • Application of Neural Networks Optimized by Genetic Algorithms to Higgs Bosson Search.
  • Application of Neural Networks Optimized by Genetic Algorithms to Higgs Bosson Search. (en)
skos:notation
  • RIV/67985807:_____/02:06020048!RIV/2003/AV0/A06003/N
http://linked.open.../vavai/riv/strany
  • 55;59
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(IAB2030007), Z(AV0Z1030915)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
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  • 638810
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/02:06020048
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • neural network; genetic algorithms; global optimization; Higgs boson search; Mbb distribution (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [98986F552E2E]
http://linked.open...v/mistoKonaniAkce
  • Orlando [US]
http://linked.open...i/riv/mistoVydani
  • Orlando
http://linked.open...i/riv/nazevZdroje
  • The 6th World Multi-Conference on Systemics, Cybernetics and Informatics. Proceedings.
http://linked.open...in/vavai/riv/obor
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http://linked.open...cetTvurcuVysledku
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Hakl, František
  • Hlaváček, M.
  • Kalous, R.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IIIS
https://schema.org/isbn
  • 980-07-8150-1
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