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Statements

Subject Item
n2:RIV%2F00216305%3A26230%2F05%3APU56442%21RIV06-GA0-26230___
rdf:type
n11:Vysledek skos:Concept
dcterms:description
This paper is an experimental study investigating the capability of Bayesian optimization algorithms to solve dynamic problems. We tested the performance of two types of Bayesian optimization algorithms - Mixed continuous-discrete Bayesian Optimization Algorithm (MBOA), and Adaptive Mixed Bayesian Optimization Algorithm (AMBOA). We have compared the behaviour of both algorithms on a simple dynamic&nbsp; environment defined as a time-varying<i> function with predefined parameters.</i> This paper is an experimental study investigating the capability of Bayesian optimization algorithms to solve dynamic problems. We tested the performance of two types of Bayesian optimization algorithms - Mixed continuous-discrete Bayesian Optimization Algorithm (MBOA), and Adaptive Mixed Bayesian Optimization Algorithm (AMBOA). We have compared the behaviour of both algorithms on a simple dynamic&nbsp; environment defined as a time-varying<i> function with predefined parameters.</i> <div>Experimentální studie vyšetřující možnost použití Baesovského optimalizačního algoritmu v časově proměnném prostředí. Pro testování jsme použili algoritmy Mixed continuous-discrete Bayesian Optimization Algorithm (MBOA) a Adaptive Mixed Bayesian Optimization Algorithm (AMBOA). Oba algoritmy jsme porovnali v jednoduchém testovacím prostředí s nastavitelnými parametry.</div>
dcterms:title
Bayesian Optimization Algorithm in Dynamic Environment Bayesian Optimization Algorithm in Dynamic Environment Bayesovský optimalizační algoritmus v dynamickém prostředí
skos:prefLabel
Bayesian Optimization Algorithm in Dynamic Environment Bayesovský optimalizační algoritmus v dynamickém prostředí Bayesian Optimization Algorithm in Dynamic Environment
skos:notation
RIV/00216305:26230/05:PU56442!RIV06-GA0-26230___
n3:strany
15-20
n3:aktivita
n21:P
n3:aktivity
P(GA102/05/0467)
n3:dodaniDat
n14:2006
n3:domaciTvurceVysledku
n4:5444284 n4:8428190 n4:5552664
n3:druhVysledku
n19:D
n3:duvernostUdaju
n8:S
n3:entitaPredkladatele
n9:predkladatel
n3:idSjednocenehoVysledku
513588
n3:idVysledku
RIV/00216305:26230/05:PU56442
n3:jazykVysledku
n13:eng
n3:klicovaSlova
<i>Dynamic environment, Estimation of Distribution Algorithms, Bayesian Optimization Algorithms, variance adaptation, time-varying test function</i>
n3:klicoveSlovo
n5:Estimation%20of%20Distribution%20Algorithms n5:time-varying%20test%20function%3C%2Fi%3E n5:Bayesian%20Optimization%20Algorithms n5:%3Ci%3EDynamic%20environment n5:variance%20adaptation
n3:kontrolniKodProRIV
[204796737EE7]
n3:mistoKonaniAkce
FME, VUT BRNO
n3:mistoVydani
Brno, CZ
n3:nazevZdroje
Mendel 2005 11th Internacional Conference on Soft Computing
n3:obor
n18:JC
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
3
n3:projekt
n17:GA102%2F05%2F0467
n3:rokUplatneniVysledku
n14:2005
n3:tvurceVysledku
Kobliha, Miloš Schwarz, Josef Očenášek, Jiří
n3:typAkce
n12:WRD
n3:zahajeniAkce
2005-06-15+02:00
s:numberOfPages
6
n16:hasPublisher
Vysoké učení technické v Brně. Fakulta strojního inženýrství
n6:isbn
80-214-2961-5
n15:organizacniJednotka
26230