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Evolutionary Algorithms and Chaotic Systems
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SYSNO ASEP 0340153 Document Type M - Monograph Chapter R&D Document Type Monograph Chapter Title Chaos Theory for Evolutionary Algorithms Researchers Author(s) Čelikovský, Sergej (UTIA-B) RID, ORCID
Zelinka, I. (CZ)Source Title 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 Pages s. 89-143 Number of pages 55 s. Number of copy 201 Number of pages 521 Language eng - English Country DE - Germany Keywords Complex Systems ; Computational Intelligence ; Deterministic Chaos ; Evolutionary Computation Subject RIV BC - Control Systems Theory R&D Projects GA102/08/0186 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) UT WOS 000275281800003 EID SCOPUS 77950224134 DOI 10.1007/978-3-642-10707-8 Annotation This chapter deals with chaotic systems. Based on the characterization of deterministic chaos, universal features of that kind of behavior are explained. It is shown that despite the deterministic nature of chaos, long term behavior is unpredictable. This is called sensitivity to initial conditions. We further give a concept on quantifying chaotic dynamics: the Lyapunov exponent. Moreover, we explain how chaos can originate from order by period doubling, intermittence, chaotic transients and crises. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2010
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