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An investigation on evolutionary reconstruction of continuous chaotic systems

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dc.title An investigation on evolutionary reconstruction of continuous chaotic systems en
dc.contributor.author Zelinka, Ivan
dc.contributor.author Chadli, Mohammed
dc.contributor.author Davendra, Donald David
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Jašek, Roman
dc.relation.ispartof Mathematical and Computer Modelling
dc.identifier.issn 0895-7177 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2013
utb.relation.volume 57
utb.relation.issue 1-2
dc.citation.spage 2
dc.citation.epage 15
dc.type article
dc.language.iso en
dc.publisher Pergamon Elsevier Science Ltd. en
dc.identifier.doi 10.1016/j.mcm.2011.06.034
dc.relation.uri https://www.sciencedirect.com/science/article/pii/S089571771100375X
dc.subject Chaos en
dc.subject Differential evolution en
dc.subject Evolution en
dc.subject SOMA en
dc.subject Synthesis en
dc.description.abstract 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 "objects". 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
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1002945
utb.identifier.obdid 43869811
utb.identifier.scopus 2-s2.0-84866147063
utb.identifier.wok 000308805600002
utb.identifier.coden MCMOE
utb.source j-scopus
dc.date.accessioned 2012-10-04T12:11:33Z
dc.date.available 2012-10-04T12:11:33Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Jašek, Roman
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