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Digital
Library of the European Council for Modelling and Simulation |
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Title: |
On
The Simulation Of Complex Chaotic Dynamics For Chaos Based Optimization |
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Authors: |
Roman Senkerik,
Michal Pluhacek, Adam Viktorin,
Zuzana Kominkova Oplatkova |
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Published in:
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(2016).ECMS 2016 Proceedings edited
by: Thorsen Claus, Frank Herrmann, Michael Manitz, Oliver Rose, European Council for Modeling and
Simulation. doi:10.7148/2016 ISBN:
978-0-9932440-2-5 30th
European Conference on Modelling and Simulation, Regensburg Germany, May 31st
– June 3rd, 2016 |
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Citation
format: |
Roman Senkerik,
Michal Pluhacek, Adam Viktorin,
Zuzana Kominkova Oplatkova (2016). On The Simulation Of Complex Chaotic
Dynamics For Chaos Based Optimization, ECMS 2016 Proceedings edited by:
Thorsten Claus, Frank Herrmann, Michael Manitz,
Oliver Rose European Council for Modeling and
Simulation. doi:10.7148/2016-0258 |
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DOI: |
http://dx.doi.org/10.7148/2016-0258 |
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Abstract: |
This paper investigates the
utilization of the complex chaotic dynamics given by the several selected timecontinuous chaotic systems, as the chaotic pseudo random
number generators and driving maps for the chaotic optimization. Chaos based
optimization concept is utilizing direct output iterations of chaotic system transferred
into the required numerical range or it uses the chaotic dynamics for mapping
the search space mostly within the local search techniques. This paper shows
two groups of complex chaotic dynamics given by either chaotic flows or
oscillators. Simulations of examples of chaotic dynamics transferred to the
pseudo random number generators were performed and related issues like
distributions of such a systems, periodicity, and dependency on sampling
times are briefly discussed in this paper. |
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