Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088799" target="_blank" >RIV/61989100:27240/13:86088799 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/70883521:28140/13:43870035 RIV/61989100:27240/13:86084985

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-642-30504-7_31" target="_blank" >http://dx.doi.org/10.1007/978-3-642-30504-7_31</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-642-30504-7_31" target="_blank" >10.1007/978-3-642-30504-7_31</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches

Popis výsledku v původním jazyce

This research deals with the optimization of control of Hénon Map, which is a discrete chaotic system. This work introduces and compares evolutionary approach representing tuning of parameters for an existing control method either with the standard costfunction using the numerical desired state as the one of the input or blackbox type cost function, as well as meta-evolutionary approach representing synthesis of a whole control law by means of Analytic Programming (AP). These three approaches are usedfor the purpose of stabilization of the stable state and higher periodic orbits, which stand for oscillations between several values of chaotic system. For experimentation, Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) were used. Springer-Verlag Berlin Heidelberg 2013.

Název v anglickém jazyce

Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches

Popis výsledku anglicky

This research deals with the optimization of control of Hénon Map, which is a discrete chaotic system. This work introduces and compares evolutionary approach representing tuning of parameters for an existing control method either with the standard costfunction using the numerical desired state as the one of the input or blackbox type cost function, as well as meta-evolutionary approach representing synthesis of a whole control law by means of Analytic Programming (AP). These three approaches are usedfor the purpose of stabilization of the stable state and higher periodic orbits, which stand for oscillations between several values of chaotic system. For experimentation, Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) were used. Springer-Verlag Berlin Heidelberg 2013.

Druh

C - Kapitola v odborné knize

CEP obor

IN - Informatika

OECD FORD obor

—

Projekt

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

Návaznosti

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 knihy nebo sborníku

Handbook of optimization : from classical to modern approach

ISBN

978-3-642-30503-0

Počet stran výsledku

20

Strana od-do

801-820

Počet stran knihy

1097

Název nakladatele

Springer

Místo vydání

Heidelberg

Kód UT WoS kapitoly

—