About: Chaos synthesis by means of evolutionary algorithms

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper introduces the notion of chaos synthesis by means of evolutionary algorithms and develops a new method for chaotic systems synthesis. This method is similar to genetic programming and grammatical evolution and is being applied along with three evolutionary algorithms: differential evolution, self-organizing migration and genetic algorithm. The aim of this investigation is to synthesize new and /simple/ chaotic systems based on some elements contained in a prechosen existing chaotic system and a properly defined cost function. The investigation consists of eleven case studies: the aforementioned three evolutionary algorithms in eleven versions. For all algorithms, 100 simulations of chaos synthesis were repeated and then averaged to guarantee the reliability and robustness of the proposed method. The most significant results were carefully selected, visualized and commented in this report. This paper introduces the notion of chaos synthesis by means of evolutionary algorithms and develops a new method for chaotic systems synthesis. This method is similar to genetic programming and grammatical evolution and is being applied along with three evolutionary algorithms: differential evolution, self-organizing migration and genetic algorithm. The aim of this investigation is to synthesize new and /simple/ chaotic systems based on some elements contained in a prechosen existing chaotic system and a properly defined cost function. The investigation consists of eleven case studies: the aforementioned three evolutionary algorithms in eleven versions. For all algorithms, 100 simulations of chaos synthesis were repeated and then averaged to guarantee the reliability and robustness of the proposed method. The most significant results were carefully selected, visualized and commented in this report. (en) Článek zavádí pojem syntézy chaosu pomocí evolučních algoritmů, přičemž používá většinu typů těchto algoritmů. Nejdůležitější simulační výsledky jsou podrobně znázorněny a analyzovány. (cs)
Title	Chaos synthesis by means of evolutionary algorithms Syntéza chaosu pomocí evolučních algoritmů (cs) Chaos synthesis by means of evolutionary algorithms (en)
skos:prefLabel	Chaos synthesis by means of evolutionary algorithms Syntéza chaosu pomocí evolučních algoritmů (cs) Chaos synthesis by means of evolutionary algorithms (en)
skos:notation	RIV/67985556:_____/08:00309169!RIV09-GA0-67985556
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/06/1132), P(GA102/08/0186), Z(AV0Z10750506), Z(MSM7088352101)
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2009
http://linked.open...aciTvurceVysledku	Čelikovský, Sergej
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	359524
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/08:00309169
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos; evolution; synthesis (en)
http://linked.open.../riv/klicoveSlovo	evolution Chaos synthesis
http://linked.open...odStatuVydavatele	SG - Singapurská republika
http://linked.open...ontrolniKodProRIV	[3733D4ADF6F0]
http://linked.open...i/riv/nazevZdroje	International Journal of Bifurcation and Chaos
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Algorithms for Complex Systems Analysis and Control Design Softcomputing in Control
http://linked.open...UplatneniVysledku	2008
http://linked.open...v/svazekPeriodika	18
http://linked.open...iv/tvurceVysledku	Čelikovský, Sergej Chen, G. Zelinka, I.
http://linked.open...ain/vavai/riv/wos	000257292300002
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech Multifunctional Composite Systems Based on Natural and Synthetic Polymers
issn	0218-1274
number of pages	32 (xsd:int)
is http://linked.open...avai/riv/vysledek of	Chaos synthesis by means of evolutionary algorithms Chaos synthesis by means of evolutionary algorithms Chaos synthesis by means of evolutionary algorithms Chaos synthesis by means of evolutionary algorithms

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