An investigation on evolutionary reconstruction of continuous chaotic systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088779" target="_blank" >RIV/61989100:27240/13:86088779 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/13:43869664
Result on the web
<a href="http://dx.doi.org/10.1016/j.mcm.2011.06.034" target="_blank" >http://dx.doi.org/10.1016/j.mcm.2011.06.034</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.mcm.2011.06.034" target="_blank" >10.1016/j.mcm.2011.06.034</a>
Alternative languages
Result language
angličtina
Original language name
An investigation on evolutionary reconstruction of continuous chaotic systems
Original language 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 "objects". Algorithm SOMA and differential evolution were used in reported experiments here. Systems selected for numerical experiments here is thewell-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.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Mathematical and Computer Modelling
ISSN
0895-7177
e-ISSN
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Volume of the periodical
57
Issue of the periodical within the volume
1-2
Country of publishing house
GB - UNITED KINGDOM
Number of pages
14
Pages from-to
2-15
UT code for WoS article
000308805600002
EID of the result in the Scopus database
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