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Digital
Library of the European Council for Modelling and Simulation |
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Title: |
Study On Velocity
Clamping In PSO Using CEC'13 Benchmark |
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Authors: |
Michal
Pluhacek, Roman Senkerik,
Adam Viktorin, Tomas Kadavy |
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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: |
Michal
Pluhacek, Roman Senkerik,
Adam Viktorin, Tomas Kadavy
(2018). Study On Velocity Clamping In PSO Using CEC'13 Benchmark, ECMS 2018 Proceedings Edited by: Lars Nolle, Alexandra Burger, Christoph
Tholen, Jens Werner, Jens Wellhausen
European Council for Modeling and Simulation. doi: 10.7148/2018-0150 |
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DOI: |
https://doi.org/10.7148/2018-0150 |
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Abstract: |
In this paper, we perform a new study
of the importance of using clamping of the velocity of particles in the
Particle Swarm Optimization algorithm. The velocity clamping is used to
prevent the particles from rapid acceleration. We present results of testing
different settings of maximal velocity on the extensive CEC´13 benchmark set
and discuss the results, alongside the overall importance of the velocity
clamping method. |
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Full
text: |
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