Application of analytic programming for evolutionary synthesis of control law-introduction of two approaches

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F12%3A86083852" target="_blank" >RIV/61989100:27240/12:86083852 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/70883521:28140/12:43868165

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-642-28888-3_10" target="_blank" >http://dx.doi.org/10.1007/978-3-642-28888-3_10</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-642-28888-3_10" target="_blank" >10.1007/978-3-642-28888-3_10</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Application of analytic programming for evolutionary synthesis of control law-introduction of two approaches

Popis výsledku v původním jazyce

This research deals with an evolutionary synthesis of control law for Logistic equation, which is a discrete chaotic system. The novelty of the research is that an Analytic Programming (AP), which is a tool for symbolic regression, is used for the synthesis of feedback controller for chaotic system. This work introduces and compares two approaches representing blackbox type cost function, as well as not-blackbox type cost function. These two approaches are used for the purpose of stabilisation of the higher periodic orbits, which stand for oscillations between several values of chaotic system. The work consists of the descriptions of analytic programming as well as chaotic system and used cost functions. For experimentation, Self-Organising Migrating Algorithm (SOMA) and Differential Evolution (DE) were used.

Název v anglickém jazyce

Application of analytic programming for evolutionary synthesis of control law-introduction of two approaches

Popis výsledku anglicky

This research deals with an evolutionary synthesis of control law for Logistic equation, which is a discrete chaotic system. The novelty of the research is that an Analytic Programming (AP), which is a tool for symbolic regression, is used for the synthesis of feedback controller for chaotic system. This work introduces and compares two approaches representing blackbox type cost function, as well as not-blackbox type cost function. These two approaches are used for the purpose of stabilisation of the higher periodic orbits, which stand for oscillations between several values of chaotic system. The work consists of the descriptions of analytic programming as well as chaotic system and used cost functions. For experimentation, Self-Organising Migrating Algorithm (SOMA) and Differential Evolution (DE) were used.

Druh

C - Kapitola v odborné knize

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: Centrum bezpečnostních, informačních a pokročilých technologií (CEBIA-Tech)</a><br>

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2012

Kód důvěrnosti údajů

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

Název knihy nebo sborníku

Studies in Computational Intelligence

ISBN

978-3-642-28887-6

Počet stran výsledku

16

Strana od-do

253-268

Počet stran knihy

364

Název nakladatele

Springer

Místo vydání

New York

Kód UT WoS kapitoly

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