On Evolutionary Synthesis of Chaotic Systems

Result code in 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>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
On Evolutionary Synthesis of Chaotic Systems
Original language description
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
Czech name
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Czech description
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Project
<a href="/en/project/EE.2.3.20.0072" target="_blank" >EE.2.3.20.0072: Development of human resources in research and development of latest soft computing methods and their application in practice</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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