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Digital
Library of the European Council for Modelling and Simulation |
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Title: |
Boundary Strategies For
Firefly Algorithm Analysed Using CEC`17 Benchmark |
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Authors: |
Tomas
Kadavy, Michal Pluhacek,
Adam Viktorin, 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: |
Tomas
Kadavy, Michal Pluhacek,
Adam Viktorin, Roman Senkerik
(2018). Boundary Strategies For Firefly Algorithm Analysed
Using CEC`17 Benchmark, ECMS 2018
Proceedings Edited by: Lars Nolle, Alexandra
Burger, Christoph Tholen,
Jens Werner, Jens Wellhausen European Council for
Modeling and Simulation. doi:
10.7148/2018-0170 |
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DOI: |
https://doi.org/10.7148/2018-0170 |
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Abstract: |
In this paper, we are presenting a
comparison of few se-lected boundary strategies for
two popular optimization algorithms. The Firefly Algorithm (FA) and its
hybrid-ized modification, the Firefly Particle
Swarm Optimiza-tion (FFPSO). The problem of boundary constrained op-timization
was already extensively studied for well-known heuristic optimization
Particle Swarm Optimiza-tion (PSO). This suggesting
importance for similar re-search for other swarm-based algorithms, like FA.
The recent CEC´17 benchmark suite is used for the perfor-mance
comparison of the methods and the results are compared and tested for
statistical significance. |
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