About: Differential Evolution in Partitional Clustering     Goto   Sponge   NotDistinct   Permalink

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  • We consider the problem of optimal partitional clustering by minimizing TRW criterion with differential evolution. The choice of search strategy and setting of control parameters for the application to partition clustering of real data sets is studied. Experimental results proved that the DE variant based on an exponential crossover with high probability of mutation is the best performing and it can be recommended for solving partitioning problems.
  • We consider the problem of optimal partitional clustering by minimizing TRW criterion with differential evolution. The choice of search strategy and setting of control parameters for the application to partition clustering of real data sets is studied. Experimental results proved that the DE variant based on an exponential crossover with high probability of mutation is the best performing and it can be recommended for solving partitioning problems. (en)
Title
  • Differential Evolution in Partitional Clustering
  • Differential Evolution in Partitional Clustering (en)
skos:prefLabel
  • Differential Evolution in Partitional Clustering
  • Differential Evolution in Partitional Clustering (en)
skos:notation
  • RIV/61988987:17610/10:A1100YDD!RIV11-MSM-17610___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6198898701)
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
  • 254381
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17610/10:A1100YDD
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Cluster analysis; partitional clustering; TRW minimization; differential evolution; type of crossover; influence of control parameters; numerical results for real data (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [76CC433E52B3]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • MENDEL 2010, 16th International Conference on Soft Computing
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Tvrdík, Josef
  • Křivý, Ivan
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000288144100002
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • University of Technology
https://schema.org/isbn
  • 978-80-214-4120-0
http://localhost/t...ganizacniJednotka
  • 17610
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