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Statements

Subject Item
n2:RIV%2F70883521%3A28140%2F12%3A43868162%21RIV13-MSM-28140___
rdf:type
skos:Concept n8:Vysledek
dcterms:description
This paper outlines the initial investigations on the influence of chaotic dynamics to the performance of evolutionary algorithms. The focus of this paper is the embedding of chaotic system in the form of chaos number generator for Differential Evolution. The chaotic systems of interest are the discrete dissipative systems. The two-dimensional Dissipative Standard map was selected as a possible chaos number generator for Differential Evolution. Repeated simulations were performed on a selected benchmark function. Finally, the obtained results are compared with canonical Differential Evolution. This paper outlines the initial investigations on the influence of chaotic dynamics to the performance of evolutionary algorithms. The focus of this paper is the embedding of chaotic system in the form of chaos number generator for Differential Evolution. The chaotic systems of interest are the discrete dissipative systems. The two-dimensional Dissipative Standard map was selected as a possible chaos number generator for Differential Evolution. Repeated simulations were performed on a selected benchmark function. Finally, the obtained results are compared with canonical Differential Evolution.
dcterms:title
Influence of Chaotic Dynamics on the Performance of Evolutionary Algorithms - An initial study Influence of Chaotic Dynamics on the Performance of Evolutionary Algorithms - An initial study
skos:prefLabel
Influence of Chaotic Dynamics on the Performance of Evolutionary Algorithms - An initial study Influence of Chaotic Dynamics on the Performance of Evolutionary Algorithms - An initial study
skos:notation
RIV/70883521:28140/12:43868162!RIV13-MSM-28140___
n8:predkladatel
n14:orjk%3A28140
n3:aktivita
n6:S n6:P
n3:aktivity
P(ED2.1.00/03.0089), S
n3:dodaniDat
n9:2013
n3:domaciTvurceVysledku
n10:5781264 n10:3433390 n10:9388486
n3:druhVysledku
n4:D
n3:duvernostUdaju
n15:S
n3:entitaPredkladatele
n18:predkladatel
n3:idSjednocenehoVysledku
141352
n3:idVysledku
RIV/70883521:28140/12:43868162
n3:jazykVysledku
n23:eng
n3:klicovaSlova
evolutionary algorithms; optimization; Chaos
n3:klicoveSlovo
n17:evolutionary%20algorithms n17:optimization n17:Chaos
n3:kontrolniKodProRIV
[7FB91DDA0EE1]
n3:mistoKonaniAkce
Kos Island
n3:mistoVydani
Melville
n3:nazevZdroje
International Conference of Numerical Analysis and Applied Mathematics
n3:obor
n13:JD
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
4
n3:projekt
n20:ED2.1.00%2F03.0089
n3:rokUplatneniVysledku
n9:2012
n3:tvurceVysledku
Oplatková, Zuzana Šenkeřík, Roman Davendra, Donald Zelinka, Ivan
n3:typAkce
n21:WRD
n3:wos
000310698100153
n3:zahajeniAkce
2012-09-19+02:00
s:issn
0094-243X
s:numberOfPages
4
n19:doi
10.1063/1.4756212
n22:hasPublisher
American Institute of Physics
n5:isbn
978-0-7354-1091-6
n11:organizacniJednotka
28140