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Statements

Subject Item
n2:RIV%2F68407700%3A21240%2F12%3A00196886%21RIV14-MSM-21240___
rdf:type
skos:Concept n9:Vysledek
dcterms: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.
dcterms:title
Evolving Decision Strategies for Computational Intelligence Agents Evolving Decision Strategies for Computational Intelligence Agents
skos:prefLabel
Evolving Decision Strategies for Computational Intelligence Agents Evolving Decision Strategies for Computational Intelligence Agents
skos:notation
RIV/68407700:21240/12:00196886!RIV14-MSM-21240___
n9:predkladatel
n10:orjk%3A21240
n4:aktivita
n6:I n6:S n6:P
n4:aktivity
I, P(GAP202/11/1368), S
n4:dodaniDat
n11:2014
n4:domaciTvurceVysledku
n19:3663906
n4:druhVysledku
n22:D
n4:duvernostUdaju
n16:S
n4:entitaPredkladatele
n12:predkladatel
n4:idSjednocenehoVysledku
135337
n4:idVysledku
RIV/68407700:21240/12:00196886
n4:jazykVysledku
n21:eng
n4:klicovaSlova
agent; multi-agent; decision trees; evolution
n4:klicoveSlovo
n8:decision%20trees n8:agent n8:multi-agent n8:evolution
n4:kontrolniKodProRIV
[0C9A32A3DA2D]
n4:mistoKonaniAkce
Huangshan
n4:mistoVydani
Berlin
n4:nazevZdroje
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
n4:obor
n5:IN
n4:pocetDomacichTvurcuVysledku
1
n4:pocetTvurcuVysledku
2
n4:projekt
n14:GAP202%2F11%2F1368
n4:rokUplatneniVysledku
n11:2012
n4:tvurceVysledku
Šlapák, Martin Neruda, R.
n4:typAkce
n18:WRD
n4:wos
000314766200028
n4:zahajeniAkce
2012-07-25+02:00
s:issn
0302-9743
s:numberOfPages
8
n17:doi
10.1007/978-3-642-31576-3_28
n15:hasPublisher
Springer Science+Business Media
n23:isbn
978-3-642-31575-6
n7:organizacniJednotka
21240