Počet záznamů: 1  

Evolutionary Algorithms and Chaotic Systems

  1. 1.
    SYSNO ASEP0340465
    Druh ASEPM - Kapitola v monografii
    Zařazení RIVC - Kapitola v knize
    NázevChaos Synthesis by Evolutionary Algorithms
    Tvůrce(i) Zelinka, I. (CZ)
    Chen, G. (CN)
    Čelikovský, Sergej (UTIA-B) RID, ORCID
    Zdroj.dok.Evolutionary Algorithms and Chaotic Systems. - Berlin : Springer-Verlag, 2010 / Zelinka I. ; Čelikovský S. ; Richter H. ; Chen G. - ISSN 1860-949X - ISBN 978-3-642-10706-1
    Rozsah strans. 345-382
    Poč.str.38 s.
    Poč.výt.201
    Poč.str.knihy521
    Jazyk dok.eng - angličtina
    Země vyd.DE - Německo
    Klíč. slovachaos synthesis ; evolutionary algorithms ; self organizingmigrating ; evolutionary computing
    Vědní obor RIVBC - Teorie a systémy řízení
    CEZAV0Z10750506 - UTIA-B (2005-2011)
    UT WOS000275281800011
    DOI10.1007/978-3-642-10707-8
    AnotaceThis chapter 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 programming and grammatical evolution and is applied alongside evolutionary algorithms: differential evolution, self organizingmigrating, genetic algorithm, simulated annealing and evolutionary strategies. The aim of this investigation is to synthesize new and “simple” chaotic systems based on some elements contained in a pre-chosen existing chaotic system and a properly defined cost function. The investigation consists of two case studies based on the aforementioned evolutionary algorithms in various versions. 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 significant results are carefully selected, visualized and commented in this chapter.
    PracovištěÚstav teorie informace a automatizace
    KontaktMarkéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
    Rok sběru2010
Počet záznamů: 1  

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