Evolutionary Synthesis and Control of Chaotic Systems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F09%3A63507980" target="_blank" >RIV/70883521:28140/09:63507980 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Evolutionary Synthesis and Control of Chaotic Systems
Original language description
This research deals with the synthesis and control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of synthesis of new chaotic system and optimization of its control and to showa new approach of solving this problem and constructing new cost functions operating in ?blackbox mode? without previous exact mathematical analysis of the system, thus without knowledge of stabilizing of the target state. Three different cost functionsare presented and tested. The optimizations were achieved in several ways, each one for another desired periodic orbit. The evolutionary algorithm, Self-Organizing Migrating Algorithm (SOMA) was used in its four versions. For each version, repeated simulations were conducted to outline the effectiveness and robustness of used method and cost function. Presented results lend weight to the argument, that proposed cost functions give satisfactory results.
Czech name
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Czech description
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Project
<a href="/en/project/GA102%2F09%2F1680" target="_blank" >GA102/09/1680: Control Algorithm Design by Means of Evolutionary Approach</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2nd IFAC Conference on Analysis and Control of Chaotic Systems
ISBN
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ISSN
1474-6670
e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
International Federation of Automatic Control
Place of publication
Soul
Event location
London, UK
Event date
Jun 24, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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