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  • This paper deals with the utilizing of the Bayesian optimization algorithm (BOA) for multiobjective optimization of hypergraph partitioning. The main attention is focused on the incorporation of the Pareto optimality concept. We have modified the standard algorithm BOA for one criterion optimization according to well known niching techniques to find the Pareto optimal set. This approach was compared with standard weighting techniques and the single optimization approach with the constraint. The experimeents are focused mainly on the bi-objective optimization because of the visualization simplicity.
  • This paper deals with the utilizing of the Bayesian optimization algorithm (BOA) for multiobjective optimization of hypergraph partitioning. The main attention is focused on the incorporation of the Pareto optimality concept. We have modified the standard algorithm BOA for one criterion optimization according to well known niching techniques to find the Pareto optimal set. This approach was compared with standard weighting techniques and the single optimization approach with the constraint. The experimeents are focused mainly on the bi-objective optimization because of the visualization simplicity. (en)
Title
  • Evolutionary Multiobjective Bayesian Optimization Algorithm:Experimental Study
  • Evolutionary Multiobjective Bayesian Optimization Algorithm:Experimental Study (en)
skos:prefLabel
  • Evolutionary Multiobjective Bayesian Optimization Algorithm:Experimental Study
  • Evolutionary Multiobjective Bayesian Optimization Algorithm:Experimental Study (en)
skos:notation
  • RIV/00216305:26220/01:PU28649!RIV/2002/MSM/262202/N
http://linked.open.../vavai/riv/strany
  • 101-108
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 262200012)
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
  • 679794
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/01:PU28649
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Multiobjective optimization, evolutionary algorithms, Bayesian optimization algorithm, Pareto set, niching techniques, hypergraph bisectioning (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CE58AE2CF789]
http://linked.open...v/mistoKonaniAkce
  • Hradec nad Moravicí
http://linked.open...i/riv/mistoVydani
  • Hradec nad Moravicí
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 35th Spring International Conference MOSIS'01, Vol. 1
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...ocetUcastnikuAkce
http://linked.open...nichUcastnikuAkce
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Schwarz, Josef
  • Očenášek, Jiří
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Neuveden
https://schema.org/isbn
  • 80-85988-57-7
http://localhost/t...ganizacniJednotka
  • 26220
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