Počet záznamů: 1
Evolutionary Algorithms and Chaotic Systems
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SYSNO ASEP 0340465 Druh ASEP M - Kapitola v monografii Zařazení RIV C - Kapitola v knize Název Chaos Synthesis by Evolutionary Algorithms Tvůrce(i) Zelinka, I. (CZ)
Chen, G. (CN)
Čelikovský, Sergej (UTIA-B) RID, ORCIDZdroj.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 stran s. 345-382 Poč.str. 38 s. Poč.výt. 201 Poč.str.knihy 521 Jazyk dok. eng - angličtina Země vyd. DE - Německo Klíč. slova chaos synthesis ; evolutionary algorithms ; self organizingmigrating ; evolutionary computing Vědní obor RIV BC - Teorie a systémy řízení CEZ AV0Z10750506 - UTIA-B (2005-2011) UT WOS 000275281800011 DOI 10.1007/978-3-642-10707-8 Anotace This 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. Pracoviště Ústav teorie informace a automatizace Kontakt Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Rok sběru 2010
Počet záznamů: 1