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rdf:type
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Description
| - Není k dispozici (cs)
- In the original Multilayered Iterative Algorithm the exhaustive search is used to find and select units with the best transfer function, connected to most relevant inputs. Recently, several modifications using standard genetic algorithms instead of exhaustive search appeared. This paper shows how to improve the efficiency of search by evolving non-correlated units (active neurons). This is attained by employing Deterministic Crowding (DC) method proposed by Mahfoud in 1995. As a by-product of using DC method, we can estimate the importance of input variables for modelled output (feature ranking).
- In the original Multilayered Iterative Algorithm the exhaustive search is used to find and select units with the best transfer function, connected to most relevant inputs. Recently, several modifications using standard genetic algorithms instead of exhaustive search appeared. This paper shows how to improve the efficiency of search by evolving non-correlated units (active neurons). This is attained by employing Deterministic Crowding (DC) method proposed by Mahfoud in 1995. As a by-product of using DC method, we can estimate the importance of input variables for modelled output (feature ranking). (en)
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Title
| - Deterministic Crowding Helps to Evolve Non-correlated Active Neurons
- Není k dispozici (cs)
- Deterministic Crowding Helps to Evolve Non-correlated Active Neurons (en)
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skos:prefLabel
| - Deterministic Crowding Helps to Evolve Non-correlated Active Neurons
- Není k dispozici (cs)
- Deterministic Crowding Helps to Evolve Non-correlated Active Neurons (en)
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skos:notation
| - RIV/68407700:21230/05:03115266!RIV06-MSM-21230___
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http://linked.open.../vavai/riv/strany
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/68407700:21230/05:03115266
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - Deterministic Crowding, Niching Genetic Algorithm, Inductive Modelling, GMDH, GAME, Feature Ranking (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...ontrolniKodProRIV
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http://linked.open...v/mistoKonaniAkce
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http://linked.open...i/riv/mistoVydani
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http://linked.open...i/riv/nazevZdroje
| - Proceedings of the International Workshop on Inductive Modeling IWIM-2005
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...UplatneniVysledku
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http://linked.open...iv/tvurceVysledku
| - Kordík, Pavel
- Šnorek, Miroslav
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http://linked.open...vavai/riv/typAkce
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http://linked.open.../riv/zahajeniAkce
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http://linked.open...n/vavai/riv/zamer
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number of pages
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http://purl.org/ne...btex#hasPublisher
| - Akademie věd Ukrajiny, ústav kybernetiky V.M.Gluškova
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https://schema.org/isbn
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http://localhost/t...ganizacniJednotka
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