On Evolutionary Synthesis of Chaotic Systems

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86083872" target="_blank" >RIV/61989100:27240/13:86083872 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

On Evolutionary Synthesis of Chaotic Systems

Popis výsledku v původním jazyce

This tutorial introduces the principles of chaos synthesis by means of selected evolutionary algorithms and propose a novel method for discrete as well as continuous chaotic systems synthesis. Method introduced in this tutorial is of the same nature likegenetic programming or grammatical evolution algorithms and was applied along with three evolutionary algorithms: differential evolution, self-organizing migration and genetic algorithm. The aim of this tutorial is to demonstrate our results of syntheses artificial (no physical background behind) new and complex chaotic systems based on some simple building elements with a properly defined cost function. The investigation consists of two major case studies: the discrete chaotic system synthesis and continuous system synthesis. For all used algorithms, numerous simulations of chaos synthesis were repeated and then averaged to guarantee the reliability and robustness of the proposed method. The most significant results were carefully sel

Název v anglickém jazyce

On Evolutionary Synthesis of Chaotic Systems

Popis výsledku anglicky

This tutorial introduces the principles of chaos synthesis by means of selected evolutionary algorithms and propose a novel method for discrete as well as continuous chaotic systems synthesis. Method introduced in this tutorial is of the same nature likegenetic programming or grammatical evolution algorithms and was applied along with three evolutionary algorithms: differential evolution, self-organizing migration and genetic algorithm. The aim of this tutorial is to demonstrate our results of syntheses artificial (no physical background behind) new and complex chaotic systems based on some simple building elements with a properly defined cost function. The investigation consists of two major case studies: the discrete chaotic system synthesis and continuous system synthesis. For all used algorithms, numerous simulations of chaos synthesis were repeated and then averaged to guarantee the reliability and robustness of the proposed method. The most significant results were carefully sel

Druh

D - Stať ve sborníku

CEP obor

JD - Využití počítačů, robotika a její aplikace

OECD FORD obor

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Projekt

<a href="/cs/project/EE.2.3.20.0072" target="_blank" >EE.2.3.20.0072: Rozvoj lidských zdrojů ve výzkumu a vývoji moderních soft computingových metod a jejich praktického využití</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2013

Kód důvěrnosti údajů

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

Název statě ve sborníku

Advances in Intelligent Systems and Computing

ISBN

978-3-642-33226-5

ISSN

2194-5357

e-ISSN

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Počet stran výsledku

7

Strana od-do

29-35

Název nakladatele

Springer

Místo vydání

Berlin

Místo konání akce

Ostrava

Datum konání akce

5. 9. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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