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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Investigation On Evolutionary Edtas Chaos Control |
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Authors: |
Roman Senkerik, Ivan Zelinka, Eduard
Navratil |
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Published in:
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(2006).ECMS
2006 Proceedings edited by: W. Borutzky, A. Orsoni, R. Zobel. European
Council for Modeling and Simulation. doi:10.7148/2006 ISBN:
0-9553018-0-7 20th
European Conference on Modelling and Simulation, Bonn,
May 28-31, 2006 |
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Citation
format: |
Senkerik, R.,
Zelinka, I., & Navratil, E. (2006). Investigation On Evolutionary Edtas Chaos Control. ECMS
2006 Proceedings edited by: W. Borutzky, A. Orsoni, R.
Zobel (pp. 507-512). European Council for Modeling and Simulation. doi:10.7148/2006-0507 |
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DOI: |
http://dx.doi.org/10.7148/2006-0507 |
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Abstract: |
This work deals
with an investigation on optimization of the feedback control of chaos based
on using of the evolutionary algorithms. The main aim of this work is to show
that evolutionary algorithms are capable of optimization of chaos control. As
a model of deterministic chaotic system the Henon map was used. The
optimizations were realized in several ways, each one for another set of
parameters of evolution algorithms or another cost functions. The
evolutionary algorithm SOMA (Self-Organizing Migrating Algorithm) was used in four versions.
For each version simulations were repeated several times to show and check robustness of used method. |
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