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Digital
Library of the European Council for Modelling and Simulation |
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Title: |
Tuning Of The Bison
Algorithm Control Parameters |
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Authors: |
Anezka Kazikova,
Michal Pluhacek, Roman Senkerik |
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Published in:
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(2018). ECMS 2018
Proceedings Edited by: Lars Nolle, Alexandra
Burger, Christoph Tholen,
Jens Werner, Jens Wellhausen European Council for
Modeling and Simulation. doi:
10.7148/2018-0005 ISSN:
2522-2422 (ONLINE) ISSN:
2522-2414 (PRINT) ISSN:
2522-2430 (CD-ROM) 32nd European Conference on Modelling and Simulation, Wilhelmshaven, Germany, May 22nd
– May 265h, 2018 |
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Citation
format: |
Anezka Kazikova, Michal Pluhacek, Roman Senkerik
(2018). Tuning Of The Bison Algorithm Control Parameters, ECMS 2018 Proceedings Edited by: Lars Nolle, Alexandra Burger, Christoph
Tholen, Jens Werner, Jens Wellhausen
European Council for Modeling and Simulation. doi: 10.7148/2018-0156 |
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DOI: |
https://doi.org/10.7148/2018-0156 |
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Abstract: |
This paper studies the dependency of
the Bison Algorithm performance on the control parameter configuration. The
Bison Algorithm is a new swarm algorithm based on the protection mechanisms
of bison herds. It operates with two groups: the exploiting swarming group
and the exploring running group. Even though that adjusting the group size
parameters affects both the time requirements and the performance of the
algorithm, there was no investigation of the parameter settings carried out
yet. This paper describes the Bison Algorithm and then investigates the
control parameters for a better understanding of their meaning and influence
on the overall optimization process. |
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