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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Simulation Of The Differential Evolution Performance Dependency On
Switching Of The Driving Chaotic System |
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Authors: |
Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan
Zelinka, Zuzana Kominkova Oplatkova |
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Published in:
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(2014).ECMS 2014 Proceedings edited
by: Flaminio Squazzoni,
Fabio Baronio, Claudia Archetti,
Marco Castellani European Council for
Modeling and Simulation. doi:10.7148/2014 ISBN:
978-0-9564944-8-1 28th
European Conference on Modelling and Simulation, Brescia,
Italy, May 27th – 30th,
2014 |
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Citation
format: |
Roman
Senkerik, Michal Pluhacek,
Donald Davendra, Ivan Zelinka,
Zuzana Kominkova Oplatkova (2014). Simulation
Of The Differential Evolution Performance Dependency On Switching Of The
Driving Chaotic Systems, ECMS 2014 Proceedings edited by: Flaminio
Squazzoni, Fabio Baronio,
Claudia Archetti, Marco Castellani European
Council for Modeling and Simulation. doi:10.7148/2014-0393 |
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DOI: |
http://dx.doi.org/10.7148/2014-0393 |
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Abstract: |
This research deals with the
deeper analysis of the novel concept of a multi-chaos-driven evolutionary
algorithm Differential Evolution (DE). This paper is aimed at the embedding
and alternating of set of two discrete dissipative chaotic systems in the
form of chaos pseudo random number generator for DE. Repeated simulations were
performed on the selected test function in higher dimensions. Finally, the
obtained results are compared with canonical DE. |
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