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  • This research deals with the initial investigations on the concept of a chaos-driven evolutionary algorithm Differential evolution. This paper is aimed at the embedding of simple two- dimensional chaotic system, which is Lozi map, in the form of chaos pseudo random number generator for Differential Evolution. The chaotic system of interest is the discrete dissipative system. Repeated simulations were performed on standard benchmark Schwefel's test function in higher dimensions. Finally, the obtained results are compared with canonical Differential Evolution.
  • This research deals with the initial investigations on the concept of a chaos-driven evolutionary algorithm Differential evolution. This paper is aimed at the embedding of simple two- dimensional chaotic system, which is Lozi map, in the form of chaos pseudo random number generator for Differential Evolution. The chaotic system of interest is the discrete dissipative system. Repeated simulations were performed on standard benchmark Schwefel's test function in higher dimensions. Finally, the obtained results are compared with canonical Differential Evolution. (en)
Title
  • Chaos driven evolutionary algorithm: A new approach for evolutionary optimization
  • Chaos driven evolutionary algorithm: A new approach for evolutionary optimization (en)
skos:prefLabel
  • Chaos driven evolutionary algorithm: A new approach for evolutionary optimization
  • Chaos driven evolutionary algorithm: A new approach for evolutionary optimization (en)
skos:notation
  • RIV/61989100:27240/13:86088790!RIV14-GA0-27240___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED2.1.00/03.0089), P(GA13-08195S), S
http://linked.open...iv/cisloPeriodika
  • 4
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
  • 64990
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/13:86088790
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Lozi map; Evolutionary algorithms; Differential evolution; Chaos (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [BF60FE96F985]
http://linked.open...i/riv/nazevZdroje
  • International Journal of Mathematics and Computers in Simulation
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...v/svazekPeriodika
  • 7
http://linked.open...iv/tvurceVysledku
  • Davendra, Donald David
  • Zelinka, Ivan
  • Šenkeřík, Roman
  • Pluháček, Michal
  • Komínková Oplatková, Zuzana
issn
  • 1998-0159
number of pages
http://localhost/t...ganizacniJednotka
  • 27240
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