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| Description
| - This contribution deals with optimization of the control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of chaos control and to show several methods of constructing the complex cost function leading to satisfactory results. As a model of deterministic chaotic system the two dimensional Henon map was used. The optimizations were realized in several ways, each one for another cost function or another desired periodic orbit and behavior of system. The evolutionary algorithm Self-Organizing Migrating Algorithm (SOMA) was used in four versions. For each version, simulations were repeated several times to show and check robustness of used method and cost function. At the end of this work the results of optimized chaos control for each designed cost function are compared.
- This contribution deals with optimization of the control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of chaos control and to show several methods of constructing the complex cost function leading to satisfactory results. As a model of deterministic chaotic system the two dimensional Henon map was used. The optimizations were realized in several ways, each one for another cost function or another desired periodic orbit and behavior of system. The evolutionary algorithm Self-Organizing Migrating Algorithm (SOMA) was used in four versions. For each version, simulations were repeated several times to show and check robustness of used method and cost function. At the end of this work the results of optimized chaos control for each designed cost function are compared. (en)
- Tento příspěvek se zabývá optimalizací řízení chaosu s využitím evolučních algoritmů. Hlavním cílem je ukázat, že evoluční algoritmy jsou schopné optimalizovat řízení chaosu a ukázat několik způsobů konstrukce komplexních účelových funkcí vedoucích k uspokojivým výsledkům. Jako model deterministického chaotického systému byla použita dvojdimenzionální Henonova mapa. Optimalizace byly realizovány několika způsoby, jednak pro jinou účelovou funkci nebo jiný požadovaný cílový stav a chování systému. Evoluční algoritmus SOMA (Samo-Organizující se Migrační Algoritmus) byl použitý ve čtyřech verzích. Pro každou verzi byly simulace opakovány několikrát, aby se ukázala a prověřila účinnost a robustnost použité metody. Na konci tohoto příspěvku jsou porovnány výsledky pro jednotlivé navržené účelové funkce. (cs)
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| Title
| - Cost function Design for Evolutionary Optimization of Chaos Control
- Návrh účelové funkce pro evoluční optimalizaci řízení chaosu (cs)
- Cost function Design for Evolutionary Optimization of Chaos Control (en)
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| skos:prefLabel
| - Cost function Design for Evolutionary Optimization of Chaos Control
- Návrh účelové funkce pro evoluční optimalizaci řízení chaosu (cs)
- Cost function Design for Evolutionary Optimization of Chaos Control (en)
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| skos:notation
| - RIV/70883521:28140/07:63505999!RIV08-MSM-28140___
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| http://linked.open.../vavai/riv/strany
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| http://linked.open...avai/riv/aktivita
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| http://linked.open...avai/riv/aktivity
| - P(GA102/05/0271), P(GA102/06/1132), Z(MSM7088352101)
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| http://linked.open...vai/riv/dodaniDat
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| http://linked.open...aciTvurceVysledku
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| http://linked.open.../riv/druhVysledku
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| http://linked.open...iv/duvernostUdaju
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| http://linked.open...titaPredkladatele
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| http://linked.open...dnocenehoVysledku
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| http://linked.open...ai/riv/idVysledku
| - RIV/70883521:28140/07:63505999
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| http://linked.open...riv/jazykVysledku
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| http://linked.open.../riv/klicovaSlova
| - Chaos; Chaos Control; Optimization; Evolutionary algorithms (en)
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| http://linked.open.../riv/klicoveSlovo
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| http://linked.open...ontrolniKodProRIV
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| http://linked.open...i/riv/mistoVydani
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| http://linked.open...i/riv/nazevZdroje
| - 9th European Control Conference - ECC 2007
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| http://linked.open...in/vavai/riv/obor
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| http://linked.open...ichTvurcuVysledku
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| http://linked.open...cetTvurcuVysledku
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| http://linked.open...vavai/riv/projekt
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| http://linked.open...UplatneniVysledku
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| http://linked.open...iv/tvurceVysledku
| - Zelinka, Ivan
- Šenkeřík, Roman
- Navrátil, Eduard
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| http://linked.open...n/vavai/riv/zamer
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| number of pages
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| http://purl.org/ne...btex#hasPublisher
| - The European Union Control Association
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| https://schema.org/isbn
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| http://localhost/t...ganizacniJednotka
| |
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