Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092628" target="_blank" >RIV/61989100:27240/14:86092628 - isvavai.cz</a>
Result on the web
<a href="http://downloads.hindawi.com/journals/tswj/2014/836484.pdf" target="_blank" >http://downloads.hindawi.com/journals/tswj/2014/836484.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1155/2014/836484" target="_blank" >10.1155/2014/836484</a>
Alternative languages
Result language
angličtina
Original language name
Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems
Original language description
Evolutionary technique differential evolution (DE) is used for the evolutionary tuning of controller parameters for the stabilization of set of different chaotic systems. The novelty of the approach is that the selected controlled discrete dissipative chaotic system is used also as the chaotic pseudorandom number generator to drive the mutation and crossover process in the DE. The idea was to utilize the hidden chaotic dynamics in pseudorandom sequences given by chaotic map to help differential evolution algorithm search for the best controller settings for the very same chaotic system. The optimizations were performed for three different chaotic systems, two types of case studies and developed cost functions.
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
<a href="/en/project/GA13-08195S" target="_blank" >GA13-08195S: Highly Scalable Parallel and Distributed Methods of Data Processing in E-science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
The Scientific World Journal
ISSN
1537-744X
e-ISSN
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Volume of the periodical
2014
Issue of the periodical within the volume
26 August 2014
Country of publishing house
US - UNITED STATES
Number of pages
12
Pages from-to
1-13
UT code for WoS article
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EID of the result in the Scopus database
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