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Description
| - Tento příspěvek přináší pokračování ve výzkumu řízení deterministického časoprostorového chaosu pomocí evolučních technik. Real - time jakoby chování je speciálně definováno a simulováno s časoprostorovým modelem chaosu založeném na nelinearitě spojenou s rovnicemi, tzv. CML. 4 evoluční algoritmy byly použity v simulacích: diferenciální evoluce, samoorganizující se migrační algoritmus, genetické programování, simulované žíhán, celkem ve 12 verzích. Pro modelování časoprostorového chaotického chování byly použity CML rovnice založené na logistické rovnici. Cílem bylo ukázat, že evoluční algorimty za určitých podmínek jsou schopné tento typ problémů řešit. (cs)
- This contribution introduces continuation of an investigation on deterministic spatiotemporal chaos real-time control by means of selected evolutionary techniques. Real-time-like behavior is specially dened and simulated with the spatiotemporal chaos model based on mutually nonlinearly joined n equations, so-called coupled map lattices (CML). Four evolutionary algorithms are used for chaos control here: differential evolution, self-organizing migrating algorithm, genetic algorithm and simulated annealing in a total of 12 versions. For modeling of real-time spatiotemporal chaos behavior, the so-called CML were used based on logistic equation to generate chaos. The main aim of this investigation was to show that evolutionary algorithms, under certain conditions, are capable of real- time control of deterministic chaos, when the cost function is properly dened as well as parameters of selected evolutionary algorithm. Investigation consists of four different case studies with increasing simulati
- This contribution introduces continuation of an investigation on deterministic spatiotemporal chaos real-time control by means of selected evolutionary techniques. Real-time-like behavior is specially dened and simulated with the spatiotemporal chaos model based on mutually nonlinearly joined n equations, so-called coupled map lattices (CML). Four evolutionary algorithms are used for chaos control here: differential evolution, self-organizing migrating algorithm, genetic algorithm and simulated annealing in a total of 12 versions. For modeling of real-time spatiotemporal chaos behavior, the so-called CML were used based on logistic equation to generate chaos. The main aim of this investigation was to show that evolutionary algorithms, under certain conditions, are capable of real- time control of deterministic chaos, when the cost function is properly dened as well as parameters of selected evolutionary algorithm. Investigation consists of four different case studies with increasing simulati (en)
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Title
| - Real-time deterministic chaos control by means of selected evolutionary algorithms
- Real-time deterministic chaos control by means of selected evolutionary algorithms (en)
- Řízení real-time deterministického chaosu pomocí vybraných evolučních algoritmů (cs)
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skos:prefLabel
| - Real-time deterministic chaos control by means of selected evolutionary algorithms
- Real-time deterministic chaos control by means of selected evolutionary algorithms (en)
- Řízení real-time deterministického chaosu pomocí vybraných evolučních algoritmů (cs)
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skos:notation
| - RIV/70883521:28140/08:63507080!RIV09-GA0-28140___
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
| - P(GA102/06/1132), Z(MSM7088352101)
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http://linked.open...iv/cisloPeriodika
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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/70883521:28140/08:63507080
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - deterministic chaos; chaos control; evolutionary algorithms (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...odStatuVydavatele
| - GB - Spojené království Velké Británie a Severního Irska
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http://linked.open...ontrolniKodProRIV
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http://linked.open...i/riv/nazevZdroje
| - Engineering Applications of Artificial Intelligence
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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...v/svazekPeriodika
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http://linked.open...iv/tvurceVysledku
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http://linked.open...n/vavai/riv/zamer
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issn
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number of pages
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http://localhost/t...ganizacniJednotka
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