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Description
  • It is well known that the evolution algorithms use pseudo-random numbers generators for example to generate random individuals in the space of possible solutions, crossing etc. In this paper we are dealing with the effect of different pseudo-random numbers generators on the course of evolution and the speed of their convergence to the global minimum. From evolution algorithms the differential evolution and self organizing migrating algorithm have been chosen because they have different strategies. As the random generators Mersenne Twister and chaotic system - logistic map have been used.
  • It is well known that the evolution algorithms use pseudo-random numbers generators for example to generate random individuals in the space of possible solutions, crossing etc. In this paper we are dealing with the effect of different pseudo-random numbers generators on the course of evolution and the speed of their convergence to the global minimum. From evolution algorithms the differential evolution and self organizing migrating algorithm have been chosen because they have different strategies. As the random generators Mersenne Twister and chaotic system - logistic map have been used. (en)
Title
  • Chaos Powered Selected Evolutionary Algorithms
  • Chaos Powered Selected Evolutionary Algorithms (en)
skos:prefLabel
  • Chaos Powered Selected Evolutionary Algorithms
  • Chaos Powered Selected Evolutionary Algorithms (en)
skos:notation
  • RIV/61989100:27740/13:86088428!RIV14-GA0-27740___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(EE2.3.20.0013), P(GA13-08195S), S
http://linked.open...iv/cisloPeriodika
  • 2013
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
  • 64994
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27740/13:86088428
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Self-organizing migrating algorithm; Random generators; Pseudo-random numbers generator; Mersenne twisters; Logistic maps; Global minimum; Evolution algorithms; Differential Evolution (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CH - Švýcarská konfederace
http://linked.open...ontrolniKodProRIV
  • [9CE5CB747F18]
http://linked.open...i/riv/nazevZdroje
  • Advances in Intelligent Systems and Computing. Volume 210
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
  • 210
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Skanderová, Lenka
  • Šaloun, Petr
issn
  • 2194-5357
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-319-00542-3_12
http://localhost/t...ganizacniJednotka
  • 27740
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