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Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems
Joint Authors
Senkerik, Roman
Zelinka, Ivan
Pluhacek, Michal
Davendra, Donald
Oplatková, Zuzana
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-08-26
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Evolutionary technique differential evolution (DE) is used for the evolutionary tuning of controller parameters for the stabilization of set of different chaotic systems.
The novelty of the approach is that the selected controlled discrete dissipative chaotic system is used also as the chaotic pseudorandom number generator to drive the mutation and crossover process in the DE.
The idea was to utilize the hidden chaotic dynamics in pseudorandom sequences given by chaotic map to help differential evolution algorithm search for the best controller settings for the very same chaotic system.
The optimizations were performed for three different chaotic systems, two types of case studies and developed cost functions.
American Psychological Association (APA)
Senkerik, Roman& Zelinka, Ivan& Pluhacek, Michal& Davendra, Donald& Oplatková, Zuzana. 2014. Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1051268
Modern Language Association (MLA)
Senkerik, Roman…[et al.]. Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems. The Scientific World Journal No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1051268
American Medical Association (AMA)
Senkerik, Roman& Zelinka, Ivan& Pluhacek, Michal& Davendra, Donald& Oplatková, Zuzana. Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1051268
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1051268