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Description
  • An adaptive control system for computational intelligence agent within a data mining multi-agent system is presented. As opposed to other approaches concerning a fixed control mechanism, the presented approach is based on evolutionary trained decission trees. This leads to control approach created adaptively based on data tasks the agent encounters during its adaptive phase. A pilot implementation within a JADE-based data mining system illustrates the suitability of such approach.
  • An adaptive control system for computational intelligence agent within a data mining multi-agent system is presented. As opposed to other approaches concerning a fixed control mechanism, the presented approach is based on evolutionary trained decission trees. This leads to control approach created adaptively based on data tasks the agent encounters during its adaptive phase. A pilot implementation within a JADE-based data mining system illustrates the suitability of such approach. (en)
Title
  • Evolving Decision Strategies for Computational Intelligence Agents
  • Evolving Decision Strategies for Computational Intelligence Agents (en)
skos:prefLabel
  • Evolving Decision Strategies for Computational Intelligence Agents
  • Evolving Decision Strategies for Computational Intelligence Agents (en)
skos:notation
  • RIV/68407700:21240/12:00196886!RIV14-MSM-21240___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • I, P(GAP202/11/1368), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 135337
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21240/12:00196886
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • agent; multi-agent; decision trees; evolution (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0C9A32A3DA2D]
http://linked.open...v/mistoKonaniAkce
  • Huangshan
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Šlapák, Martin
  • Neruda, R.
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000314766200028
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-31576-3_28
http://purl.org/ne...btex#hasPublisher
  • Springer Science+Business Media
https://schema.org/isbn
  • 978-3-642-31575-6
http://localhost/t...ganizacniJednotka
  • 21240
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