Chaos Synthesis by Means of Evolutionary algorithms

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F08%3A63507074" target="_blank" >RIV/70883521:28140/08:63507074 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/67985556:_____/08:00309169

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Chaos Synthesis by Means of Evolutionary algorithms

Popis výsledku v původním jazyce

This paper introduces the notion of chaos synthesis by means of evolutionary algorithms and develops a new method for chaotic systems synthesis. This method is similar to genetic program- ming and grammatical evolution and is being applied along with three evolutionary algorithms: differential evolution, self-organizing migration and genetic algorithm. The aim of this inves- tigation is to synthesize new and ?simple? chaotic systems based on some elements contained in a prechosen existing chaotic systemand a properly dened cost function. The investigation consists of eleven case studies: the aforementioned three evolutionary algorithms in eleven ver- sions. For all algorithms, 100 simulations of chaos synthesis were repeated and then averaged to guarantee the reliability and robustness of the proposed method. The most signicant results were carefully selected, visualized and commented in this report.

Název v anglickém jazyce

Chaos Synthesis by Means of Evolutionary algorithms

Popis výsledku anglicky

This paper introduces the notion of chaos synthesis by means of evolutionary algorithms and develops a new method for chaotic systems synthesis. This method is similar to genetic program- ming and grammatical evolution and is being applied along with three evolutionary algorithms: differential evolution, self-organizing migration and genetic algorithm. The aim of this inves- tigation is to synthesize new and ?simple? chaotic systems based on some elements contained in a prechosen existing chaotic systemand a properly dened cost function. The investigation consists of eleven case studies: the aforementioned three evolutionary algorithms in eleven ver- sions. For all algorithms, 100 simulations of chaos synthesis were repeated and then averaged to guarantee the reliability and robustness of the proposed method. The most signicant results were carefully selected, visualized and commented in this report.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

JD - Využití počítačů, robotika a její aplikace

OECD FORD obor

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Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2008

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

International Journal of Bifurcation and Chaos

ISSN

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e-ISSN

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Svazek periodika

18

Číslo periodika v rámci svazku

4

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

32

Strana od-do

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Kód UT WoS článku

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EID výsledku v databázi Scopus

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