About: An investigation on evolutionary reconstruction of continuous chaotic systems

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper discusses the possibility of using evolutionary algorithms for the reconstruction of chaotic systems. The main aim of this work is to show that evolutionary algorithms are capable of the reconstruction of chaotic systems without any partial knowledge of internal structure, i.e. based only on measured data and a predefined set of basic mathematical %22objects%22. Algorithm SOMA and differential evolution were used in reported experiments here. Systems selected for numerical experiments here is the well-known Lorenz system, Simplest Quadratic Flow, Double Sroll, Damped Driven Pendulum and Nosé-Hoover oscillator. For each algorithm repeated simulations were done, totaling 20simulations. According to obtained results it can be stated that evolutionary reconstruction is an alternative and promising way as to how to identify chaotic systems. This paper discusses the possibility of using evolutionary algorithms for the reconstruction of chaotic systems. The main aim of this work is to show that evolutionary algorithms are capable of the reconstruction of chaotic systems without any partial knowledge of internal structure, i.e. based only on measured data and a predefined set of basic mathematical %22objects%22. Algorithm SOMA and differential evolution were used in reported experiments here. Systems selected for numerical experiments here is the well-known Lorenz system, Simplest Quadratic Flow, Double Sroll, Damped Driven Pendulum and Nosé-Hoover oscillator. For each algorithm repeated simulations were done, totaling 20simulations. According to obtained results it can be stated that evolutionary reconstruction is an alternative and promising way as to how to identify chaotic systems. (en)
Title	An investigation on evolutionary reconstruction of continuous chaotic systems An investigation on evolutionary reconstruction of continuous chaotic systems (en)
skos:prefLabel	An investigation on evolutionary reconstruction of continuous chaotic systems An investigation on evolutionary reconstruction of continuous chaotic systems (en)
skos:notation	RIV/70883521:28140/13:43869664!RIV14-GA0-28140___
http://linked.open...avai/predkladatel	Fakulta aplikované informatiky
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(GA102/09/1680), P(GA13-08195S), S
http://linked.open...iv/cisloPeriodika	1-2
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Jašek, Roman Šenkeřík, Roman
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	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	60397
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/13:43869664
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos\|\|Differential evolution\|\|Evolution\|\|SOMA\|\|Synthesis (en)
http://linked.open.../riv/klicoveSlovo	Chaos\|\|Differential evolution\|\|Evolution\|\|SOMA\|\|Synthesis
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[8BB961FD1724]
http://linked.open...i/riv/nazevZdroje	Mathematical and Computer Modelling
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Vysoce škálovatelné paralelní a distribuované metody zpracování vědeckých dat Control Algorithm Design by Means of Evolutionary Approach
http://linked.open...UplatneniVysledku	2013
http://linked.open...v/svazekPeriodika	57
http://linked.open...iv/tvurceVysledku	Jašek, Roman Zelinka, Ivan Šenkeřík, Roman Davendra, Donald Chadli, Mohammed
http://linked.open...ain/vavai/riv/wos	000308805600002
issn	0895-7177
number of pages	14 (xsd:int)
http://bibframe.org/vocab/doi	10.1016/j.mcm.2011.06.034
http://localhost/t...ganizacniJednotka	28140

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