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Digital
Library of the European Council for Modelling and Simulation |
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Title: |
Firework Algorithm Dynamics Simulated And Analyzed
With The Aid Of Complex Network |
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Authors: |
Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik |
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Published in:
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(2017).ECMS 2017 Proceedings
Edited by: Zita Zoltay
Paprika, Péter Horák, Kata Váradi, Péter Tamás Zwierczyk, Ágnes Vidovics-Dancs, János Péter Rádics European Council for Modeling and Simulation. doi:10.7148/2017 ISBN:
978-0-9932440-4-9/ ISBN:
978-0-9932440-5-6 (CD) 31st European Conference on Modelling and Simulation, Budapest, Hungary, May 23rd
– May 26th, 2017 |
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Citation
format: |
Tomas
Kadavy, Michal Pluhacek,
Adam Viktorin, Roman Senkerik
(2017). Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of
Complex Network, ECMS 2017 Proceedings Edited by: Zita
Zoltay Paprika, Péter Horák, Kata Váradi, Péter Tamás Zwierczyk, Ágnes Vidovics-Dancs, János Péter Rádics European Council for Modeling and Simulation. doi: 10.7148/2017-0313 |
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DOI: |
https://doi.org/10.7148/2017-0313 |
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Abstract: |
In
this paper, we are presenting a visualization of Firework Algorithm (FWA)
inner dynamics as an evolving complex network. Recent research in
unconventional controlling and simulation of metaheuristic
dynamics shows that this kind of visualization technique has been utilized
only for algorithms with some social communication or behavior leading to
sharing information across the population. Our simulation experiment presents
the original approach for analyzing the complex dynamics of an algorithm
based mostly on random/local search engines. Provided analysis suggests that
the built network can be used for identification of test function surfaces
types. |
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