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  • Není k dispozici (cs)
  • Diversity is one of the most important factors that influences quality of results of computational intelligence methods. Study of diversity is not straightforward, since the diversity usually arises from a multidimensional environment. In this paper we present several methods how to visualize diversity in computational intelligence, namely evolutionary algorithms and artificial neural networks. In evolutionary algorithms, there is a need to visualize diversity of individuals in populations. In neural networks a diversity of neurons is being studied. We designed and used several techniques for visualization of diversities.
  • Diversity is one of the most important factors that influences quality of results of computational intelligence methods. Study of diversity is not straightforward, since the diversity usually arises from a multidimensional environment. In this paper we present several methods how to visualize diversity in computational intelligence, namely evolutionary algorithms and artificial neural networks. In evolutionary algorithms, there is a need to visualize diversity of individuals in populations. In neural networks a diversity of neurons is being studied. We designed and used several techniques for visualization of diversities. (en)
Title
  • Visualization of Diversity in Computational Intelligence Methods
  • Visualization of Diversity in Computational Intelligence Methods (en)
  • Visualization of Diversity in Computational Intelligence Methods (cs)
skos:prefLabel
  • Visualization of Diversity in Computational Intelligence Methods
  • Visualization of Diversity in Computational Intelligence Methods (en)
  • Visualization of Diversity in Computational Intelligence Methods (cs)
skos:notation
  • RIV/68407700:21230/07:03132654!RIV08-AV0-21230___
http://linked.open.../vavai/riv/strany
  • 20;34
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(KJB201210701), Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat
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  • 458032
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  • RIV/68407700:21230/07:03132654
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  • computational intelligence; diversity visualization; evolutionary algorithms; neural networks (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [60663F9819C0]
http://linked.open...v/mistoKonaniAkce
  • Geneva (Carouge)
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  • Berlin
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  • Proceedings of 2nd ISGI 2007 Interational CODATA Symposium on Generalization of Information
http://linked.open...in/vavai/riv/obor
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  • Drchal, Jan
  • Kordík, Pavel
  • Koutník, Jan
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http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • CODATA - Germany e.V.
https://schema.org/isbn
  • 978-3-00-022382-2
http://localhost/t...ganizacniJednotka
  • 21230
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